# Agent Smith (LLM access)
Site: https://agentsmith.ch
Name: Agent Smith
Summary: AI-powered startup platform for founders to validate ideas, plan, and scale with AI co-founders.
Audience: founders, startups, operators, investors

Public pages (static landings, Academy lessons + syllabi, news — same merge as sitemap.xml and llms.json):
- https://agentsmith.ch/ (Home)
- https://agentsmith.ch/for/founders (For founders)
- https://agentsmith.ch/how-it-works (How It Works)
- https://agentsmith.ch/agents (Agents)
- https://agentsmith.ch/news (News)
- https://agentsmith.ch/academy (Academy)
- https://agentsmith.ch/academy/glossary (Academy Glossary)
- https://agentsmith.ch/careers (Careers)
- https://agentsmith.ch/investors (Investors)
- https://agentsmith.ch/pricing (Pricing)
- https://agentsmith.ch/privacy (Privacy Policy)
- https://agentsmith.ch/terms (Beta Terms of Service)
- https://agentsmith.ch/browser-storage (Cookie & Browser Storage Notice)
- https://agentsmith.ch/legal (Legal Notices)
- https://agentsmith.ch/ai-transparency-notice (AI Transparency Notice)
- https://agentsmith.ch/acceptable-use-policy (Acceptable Use Policy)
- https://agentsmith.ch/beta-program-notice (Beta Program Notice)
- https://agentsmith.ch/share-link-notice (Share-Link Warning)
- https://agentsmith.ch/invite-acceptance-notice (Invite Acceptance Notice)
- https://agentsmith.ch/billing-credits-refunds (Billing & Refunds)
- https://agentsmith.ch/community-rules (Community Rules)
- https://agentsmith.ch/subprocessors (Subprocessor List)
- https://agentsmith.ch/dpa-template (DPA Template)
- https://agentsmith.ch/integrations (Integrations)
- https://agentsmith.ch/vision (Vision)
- https://agentsmith.ch/use-cases/idea-validation (Idea Validation)
- https://agentsmith.ch/use-cases/business-plan (Business Plan)
- https://agentsmith.ch/use-cases/go-to-market (Go-to-Market)
- https://agentsmith.ch/use-cases/startup-os (Startup OS)
- https://agentsmith.ch/ai-startup-operating-system (AI Startup Operating System)
- https://agentsmith.ch/ai-co-founder (AI Co-Founder)
- https://agentsmith.ch/ai-idea-validation (AI Idea Validation)
- https://agentsmith.ch/ai-business-plan (AI Business Plan)
- https://agentsmith.ch/ai-gtm-planning (AI GTM Planning)
- https://agentsmith.ch/startup-legal-software (Startup Legal Software)
- https://agentsmith.ch/ai-crm-for-founders (AI CRM for Founders)
- https://agentsmith.ch/startup-financial-planning (Startup Financial Planning)
- https://agentsmith.ch/human-in-loop-ai-workflow (Human-in-the-Loop AI)
- https://agentsmith.ch/academy/browse/ai-fundamentals (AI fundamentals)
- https://agentsmith.ch/academy/browse/agentic-ai-workflows (Agentic AI & workflows)
- https://agentsmith.ch/academy/browse/startup-business-building (Startup & business building)
- https://agentsmith.ch/academy/browse/build-run-agent-smith (Build & run with Agent Smith)
- https://agentsmith.ch/academy/browse/founder-playbooks (Founder playbooks)
- https://agentsmith.ch/academy/browse/sector-and-enterprise (Sector-specific & enterprise)
- https://agentsmith.ch/academy/browse/coding-foundations (Coding foundations)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence (Architecture of intelligence)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/assessment (Assessment: Architecture of intelligence)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/lessons/turing-to-transformers (Turing to Transformers)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/lessons/ai-vs-ml-vs-deep-learning (AI vs ML vs deep learning)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/lessons/silicon-foundation-gpus-tpus (GPUs & TPUs)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/lessons/cost-of-compute (Cost of compute)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/lessons/how-neural-networks-learn (How neural networks learn)
- https://agentsmith.ch/academy/courses/ai-architecture-of-intelligence/lessons/the-data-diet (The data diet)
- https://agentsmith.ch/academy/courses/ai-llm-landscape (LLM landscape)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/assessment (Assessment: LLM landscape)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/lessons/attention-mechanism (Attention)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/lessons/tokenization-embeddings (Tokens & embeddings)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/lessons/pre-training-vs-fine-tuning (Pre-training vs fine-tuning)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/lessons/alignment-problem (The alignment problem)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/lessons/closed-vs-open-weights (Closed vs open weights)
- https://agentsmith.ch/academy/courses/ai-llm-landscape/lessons/small-language-models-slms (Small language models)
- https://agentsmith.ch/academy/courses/ai-advanced-prompt-engineering (Advanced prompting)
- https://agentsmith.ch/academy/courses/ai-advanced-prompt-engineering/assessment (Assessment: Advanced prompting)
- https://agentsmith.ch/academy/courses/ai-advanced-prompt-engineering/lessons/zero-shot-vs-few-shot-prompting (Zero-shot vs. few-shot)
- https://agentsmith.ch/academy/courses/ai-advanced-prompt-engineering/lessons/system-prompts-vs-user-prompts (System vs. user prompts)
- https://agentsmith.ch/academy/courses/ai-advanced-prompt-engineering/lessons/chain-of-thought-cot (Chain of thought)
- https://agentsmith.ch/academy/courses/ai-advanced-prompt-engineering/lessons/tree-of-thoughts-re-prompting (Tree of thoughts)
- https://agentsmith.ch/academy/courses/ai-multimodal-beyond-text (Multimodal AI)
- https://agentsmith.ch/academy/courses/ai-multimodal-beyond-text/assessment (Assessment: Multimodal AI)
- https://agentsmith.ch/academy/courses/ai-multimodal-beyond-text/lessons/how-diffusion-models-work (Diffusion models)
- https://agentsmith.ch/academy/courses/ai-multimodal-beyond-text/lessons/computer-vision-how-ai-sees (Computer vision)
- https://agentsmith.ch/academy/courses/ai-multimodal-beyond-text/lessons/voice-synthesis-native-audio (Voice synthesis)
- https://agentsmith.ch/academy/courses/ai-multimodal-beyond-text/lessons/video-generation-physics-engines (Video generation)
- https://agentsmith.ch/academy/courses/ai-literacy-operators (AI literacy)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/assessment (Assessment: AI literacy)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/prediction-systems (Operator frame)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/training-vs-inference-work (Training vs inference)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/llm-next-token-fluency (Next-token & fluency)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/hallucination-business-read (Hallucination patterns)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/systemic-prediction-failures (Systemic failures)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/limits-uncertainty (Decision screen)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/visible-uncertainty-queues (Visible uncertainty)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/customer-facing-output-bars (External vs internal)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/gates-before-automation (Readiness gates)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/assist-not-abdicate-rpm-preview (Assist & R/P/M)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/data-privacy-ip (Paste = disclosure)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/vendor-dpa-operator-essentials (Vendor essentials)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/ip-prompts-outputs-third-party (IP & echo risk)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/traffic-light-workspace-hygiene (Traffic light & workspace)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/evaluation-thinking (Eval framing)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/good-enough-five-bullet-rubric (Five-bullet rubric)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/human-review-pass-fail-log (Pass/fail log)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/regression-signals-rollback (Regression & rollback)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/eval-sheet-one-workflow (Eval sheet workshop)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/cost-latency-economics (Cost economics)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/latency-slas-and-p95 (Latency & p95)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/tier-routing-batch-cache (Tier, batch, cache)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/finance-outcomes-instrumentation (Finance narrative)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/fairness-misuse (Fairness audit)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/misuse-paths-convenience (Misuse paths)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/acceptable-use-short-policy (Acceptable-use)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/people-decisions-hil-red-lines (People & red lines)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/chat-to-systems (Chat to systems)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/system-tools-queues-policy (System ingredients)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/loops-checks-merge-points (Loops & merges)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/signals-outgrown-chat (Outgrown-chat signals)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/updates-apply-draft-commit (Updates & Apply)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/rpm-handoff-workflows-preview (R/P/M preview)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/literacy-charter-capstone (Charter kickoff)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/charter-stakeholder-listening (Listening tour)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/charter-principles-v0 (Principles v0)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/charter-non-goals-v0 (Non-goals v0)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/charter-data-tools-section (Data & tools)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/charter-owners-escalation-review (Owners & review)
- https://agentsmith.ch/academy/courses/ai-literacy-operators/lessons/charter-exec-summary-one-pager (Sign-off & exec)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent (Anatomy of an agent)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/assessment (Assessment: Anatomy of an agent)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/lessons/what-makes-an-agent (What makes an agent?)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/lessons/tool-calling-apis (Tool calling & APIs)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/lessons/vector-databases-embeddings (Vector DBs & embeddings)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/lessons/rag-retrieval-augmented-generation (RAG)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/lessons/react-framework-reasoning-acting (ReAct framework)
- https://agentsmith.ch/academy/courses/ai-anatomy-of-ai-agent/lessons/reflection-self-correction (Reflection & self-correction)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows (Agentic workflows)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/assessment (Assessment: Agentic workflows)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/dynamic-orchestration-vs-static-rules (Dynamic vs RPA)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/read-propose-mutate (R / P / M taxonomy)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/rpm-risk-ladder-scopes (Risk ladder)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/apply-updates-mutate-gates (Apply & Updates)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/rpm-real-pipeline-tagging (Pipeline tagging)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/rpm-edge-cases-audit (R/P/M edge cases)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/tools-connectors (Tool contracts)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/oauth-scopes-least-privilege (OAuth & scopes)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/tool-idempotency-retries (Idempotency & retries)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/tool-surfaces-raci-owners (Surfaces & RACI)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/connector-smoke-checklist (Smoke checklist)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/sandboxing-safe-outputs (Sandboxing)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/memory-context-grounding (Thread & records)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/structuring-context-for-llm (Context format)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/rag-grounding-corpus-truth (RAG & grounding)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/index-staleness-drift (Staleness & drift)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/knowledge-hygiene-curation (Hygiene & owners)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/context-handoff-brief (Handoff brief)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/planning-decomposition (Task graphs)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/planning-merge-points-gates (Merge points)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/planning-dependencies-constraints (Dependencies & constraints)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/planning-timed-decomposition-drill (Timed drill)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/delegation-specialists (Orchestrator)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/multi-agent-topologies (Topologies)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/delegation-handoff-contracts (Handoff contracts)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/delegation-failure-propagation (Failure propagation)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/delegation-interface-spec-exercise (Interface spec)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/structured-contracts (Schemas)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/structured-parse-repair-ux (Parse & repair)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/structured-schema-versioning (Versioning)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/structured-validation-workshop (Validation workshop)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/guardrails-failure (Guardrails)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/guardrails-tool-misuse-args (Tool misuse)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/guardrails-retry-loops-backoff (Retries & loops)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/guardrails-stale-evidence-retrieval (Stale evidence)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/guardrails-red-team-bridge (Red-team bridge)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/patterns-by-function (Map)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/patterns-gtm-pipeline-comms (GTM)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/patterns-finance-board-investor (Finance)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/patterns-legal-counsel-corpus (Legal)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/patterns-product-evidence-roadmaps (Product)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/patterns-ops-playbooks-synthesis (Ops & synthesis)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/integration-handoff (Retries & dedupe)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/integration-escalation-humans (Escalation)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/integration-audit-trail-handoffs (Audit & handoffs)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/integration-weekly-health-ritual (Weekly ritual)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/workflow-blueprint-capstone (Blueprint intro)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/blueprint-outcome-actors-data (Outcome & data)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/blueprint-rpm-step-updates-apply (R/P/M table)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/blueprint-tools-merge-owners (Tools & merges)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/blueprint-guardrails-metrics-month-one (Guardrails & metrics)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/blueprint-skeptic-review-workshop (Skeptic review)
- https://agentsmith.ch/academy/courses/ai-agentic-workflows/lessons/blueprint-ship-responsible-leverage-next (Ship & next course)
- https://agentsmith.ch/academy/courses/ai-multi-agent-orchestration (Multi-agent orchestration)
- https://agentsmith.ch/academy/courses/ai-multi-agent-orchestration/assessment (Assessment: Multi-agent orchestration)
- https://agentsmith.ch/academy/courses/ai-multi-agent-orchestration/lessons/hierarchical-vs-swarm-topologies (Hierarchy vs swarm)
- https://agentsmith.ch/academy/courses/ai-multi-agent-orchestration/lessons/routing-and-handoffs (Routing & handoffs)
- https://agentsmith.ch/academy/courses/ai-multi-agent-orchestration/lessons/resolving-agent-conflict (Resolve conflict)
- https://agentsmith.ch/academy/courses/ai-multi-agent-orchestration/lessons/maintaining-state-across-network (State across a network)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage (Responsible leverage)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/assessment (Assessment: Responsible leverage)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/hitl-design (HITL principles)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/hitl-async-queues-updates (Queues & Updates)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/hitl-escalation-sla-health (Escalation & SLAs)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/hitl-design-workshop (HITL workshop)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/policy-as-product (Policy as product)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/policy-matrix-owners-cadence (Policy matrix)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/policy-tier-promotion-demotion (Tier movement)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/policy-changelog-communications (Changelog)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/red-team-premortem (Red-team framing)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/red-team-session-design (Session design)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/red-team-failure-owners-mitigations (Failure owners)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/red-team-detection-handoff (Detection handoff)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/observability-audit (Observability spine)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/observability-run-log-schema (Log schema & traces)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/observability-monthly-review-ritual (Monthly review)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/observability-incident-template-audit (Incident template)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/pilot-graduation (Shadow & pilots)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/pilot-scope-metrics-charter (Scope & charter)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/pilot-kill-criteria-weekly-cadence (Kill lines & weekly)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/pilot-graduation-decision (Graduation)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/org-adoption (Adoption framing)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/org-champions-office-hours (Champions)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/org-training-workflow-playbooks (Workflow training)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/org-resistance-incentives (Resistance)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/customer-vs-internal-ai (External vs internal)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/customer-lanes-checklists (Lanes & checklists)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/customer-leakage-hygiene (Leakage)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/customer-external-mutates-metrics (Mutates & metrics)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/procurement-vendors (Procurement framing)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/vendor-dpa-training-retention (Data & DPA)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/vendor-subprocessors-sla-security (Subprocessors & SLA)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/vendor-exit-concentration-review (Exit & review)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/eu-ai-act-deployer-playbook (EU AI Act)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/red-team-genai-profile-eval-methodology (Adversarial-eval)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/board-oversight-ai-reporting (Board oversight)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/agentic-autonomy-risk-oversight (Autonomy oversight)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/leverage-ninety-day-capstone (Capstone intro)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/leverage-phases-baseline-pilot (Baseline & pilot)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/leverage-phases-observability-graduation (Observability & close)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/leverage-plan-owners-succession (Owners)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/leverage-plan-metrics-weekly (Metrics weekly)
- https://agentsmith.ch/academy/courses/ai-responsible-leverage/lessons/leverage-capstone-exec-handoff (Exec handoff)
- https://agentsmith.ch/academy/courses/ai-frontier-agi-future-work (Frontier & future of work)
- https://agentsmith.ch/academy/courses/ai-frontier-agi-future-work/assessment (Assessment: Frontier & future of work)
- https://agentsmith.ch/academy/courses/ai-frontier-agi-future-work/lessons/defining-agi-benchmarks (Defining AGI)
- https://agentsmith.ch/academy/courses/ai-frontier-agi-future-work/lessons/asi-singularity-theory (ASI & singularity)
- https://agentsmith.ch/academy/courses/ai-frontier-agi-future-work/lessons/mechanistic-interpretability (Interpretability)
- https://agentsmith.ch/academy/courses/ai-frontier-agi-future-work/lessons/agent-economy-future (Agent economy)
- https://agentsmith.ch/academy/courses/platform-basics (Fleet Command (1/4))
- https://agentsmith.ch/academy/courses/platform-basics/assessment (Assessment: Fleet Command (1/4))
- https://agentsmith.ch/academy/courses/platform-basics/lessons/foundations-cost-of-delay-queue-economics (Queue economics)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/foundations-trust-boundaries-least-privilege (Trust boundaries)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/foundations-human-in-the-loop-decision-theory (HITL decision theory)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/foundations-observability-three-pillars (Observability pillars)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/foundations-idempotency-and-compensating-actions (Idempotency & rollback)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/foundations-sociotechnical-adoption-of-ai (Sociotechnical adoption)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/magic-link-and-account (Magic link sign-in)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/workspaces-and-invites (Workspaces)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/workspace-shell-navigation (Workspace shell)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/session-security-shared-devices (Session security)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/home-dashboard-overview (Home & Updates)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/updates-review-queue (Review queue)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/activity-applied-waiting (Activity & waiting)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/updates-notifications-and-review-cadence (Notifications & cadence)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/specialist-smiths-roster (Specialist Smiths)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/ask-plan-execute-modes (Chat modes)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/chat-memory-quality-tier (Memory & quality)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/sidebar-context-attachments-and-links (Context in chat)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/apply-path-permissions (Apply path)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/capability-policy-allow-ask-deny (AI capability policy)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/agent-reports-and-audit-trail (Reports & audit)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/trust-incidents-rollback-pause-automation (Incidents & rollback)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/agents-home-overview (Agents home)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/ai-team-roster (AI team roster)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/control-room-queues-runs (Control room)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/agents-skills-schedules-background-work (Skills & schedules)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/workspace-settings-integrations (Settings overview)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/open-integrations-and-connect (Connect integrations)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/integrations-catalog-and-live-providers (Catalog & live providers)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/social-studio-and-other-oauth-paths (Other OAuth paths)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/document-studio-library (Document studio)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/templates-and-variables (Templates)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/account-billing-usage (Billing & usage)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/documents-sharing-export-and-version-discipline (Share & export)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/ideation-ideas-pipeline (Ideas)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/ideation-research-loop (Research)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/ideation-brainstorming-boards (Brainstorming)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/ideation-decision-handoff-to-roadmap (Decisions → roadmap)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/strategy-overview-swot (Strategy & SWOT)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/strategy-okrs (OKRs)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/strategy-simulations (Simulations)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/strategy-bets-log-and-experiment-backlog (Bets & experiments)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/canvas-business-model (Canvas)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/roadmap-planning (Roadmap)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/feature-requests-feedback (Feature requests)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/product-discovery-synthesis-and-prd-lite (Discovery → PRD-lite)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/brand-assets-narrative (Brand)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/achievements-milestones (Achievements)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/brand-voice-tone-by-channel (Voice & channels)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/workspace-members-invites (Members)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/workspace-ai-alternate-hub (Workspace AI)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/workspace-admin-roles-sensitive-actions (Admin & sensitive)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/choosing-ai-entry-sidebar-agents-ai-route (Which AI surface)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/capstone-first-week-common-blockers (First-week blockers)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/first-week-on-agent-smith (First week)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/capstone-second-week-loop (Second-week loop)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-chat-delegation-and-work-units (Delegation & work units)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-queue-pickup-updates-control-room (Pickup: Updates & control room)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-background-jobs-while-you-wait (Background jobs)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-control-room-govern-tab (Govern tab)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-control-room-activity-and-history (Activity & history)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-control-room-questions-and-sla (Questions & SLAs)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-agent-settings-schedules-strict-mode (Schedules & strict mode)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-workspace-memory-page-tour (Memory page tour)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/deep-run-now-tasks-vs-chat-vs-autonomous (Run-now vs chat vs auto)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/security-oauth-threat-model-for-operators (OAuth threat model)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/security-secrets-hygiene-and-credential-rotation (Secrets hygiene)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/security-pii-phi-pci-handling-in-documents (Sensitive data classes)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/security-rbac-abac-rebac-in-agent-smith (Access control models)
- https://agentsmith.ch/academy/courses/platform-basics/lessons/security-audit-log-as-source-of-truth (Audit log truth)
- https://agentsmith.ch/academy/courses/platform-domain-hubs (Domain hubs)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/assessment (Assessment: Domain hubs)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/day-calendar-schedule-and-focus (Time views)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/tasks-capture-and-execution (Tasks)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/schedule-templates-availability-time-and-lead-reports (Schedule depth)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/time-journal-and-qualitative-capture (Journal)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/messages-channels-threads-and-task-handoffs (Comms & threads)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/cofounder-strategy-surface (Cofounder)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-hub-queues-checklists-risks-cadence (Sales hub surface)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-leads-imports-lists-qualification-enrichment (Leads hygiene)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-comms-inbox-sequences-templates-calls (Sales comms surface)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-crm-deals-timeline-directory (CRM honesty layer)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-quotes-forecast-stages-playbooks (Revenue motion)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-revenue-analytics-territories-commissions-feedback (Incentive infrastructure)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/sales-settings-pipeline-routing-quota-ai (Sales control plane)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/marketing-overview-and-campaigns (Marketing overview)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/social-studio-map-assets-channels (Social Studio map)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/social-inbox-triage-and-monitor-alerts (Social early warning)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/deep-social-automations-vs-manual (Three-layer social)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/marketing-analytics-and-sales-alignment (Marketing-Sales alignment)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/marketing-experiments-utm-and-sales-handoffs (Experiments and UTMs)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/financials-accounting-hub-overview (Financials overview)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/runway-burn-and-legacy-paths (Honest runway)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/financials-ar-invoices-and-send (Accounts receivable)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/financials-ap-bills-and-external-sync (Accounts payable)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/financials-reports-close-and-assets (Close and reports)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/legals-overview-obligations-and-calendar (Compliance cockpit)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/legals-vault-templates-editor-workflows (Vault & editor)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/legals-company-ip-and-compliance (Three diligence pillars)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/deep-legals-data-room-generation-ritual (Data-room ritual)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/hr-workforce-overview (Workforce overview)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/hr-humans-hiring-org-lines-capacity (Org shape layer)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/hr-onboarding-offboarding-and-sensitive-access (On/offboarding)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/market-overview-radar-companies-compare (Market read)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/market-customers-icp-journeys-and-tam (ICP, journeys, TAM)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/capital-overview-raise-investors-deal-room (Capital hub)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/capital-grants-diligence-cap-table (Capital depth)
- https://agentsmith.ch/academy/courses/platform-domain-hubs/lessons/capital-investor-updates-and-radar (IR rhythm)
- https://agentsmith.ch/academy/courses/platform-fleet-operations (Fleet operations)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/assessment (Assessment: Fleet operations)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-syllabus-personas-prereqs-ai-core (Orientation & syllabus)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-workspace-settings-admin-scale (Settings inventory)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-members-roles-course-one-bridge (Members & roles)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-workspace-ai-policy-at-scale (AI policy at scale)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-workspace-change-control-releases (Change control)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-workspace-notification-defaults (Notification defaults)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-internal-support-queue-design (Support queue)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-billing-literacy-account-reconciliation (Billing & invoices)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-variable-ai-spend-credit-lanes (Variable spend & lanes)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-finance-handoff-one-pager (Finance handoff)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-forecast-ai-spend-fiscal-year (FY forecast)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-billing-procurement-enterprise (Procurement)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-oauth-scopes-token-health (OAuth mental model)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-oauth-families-productivity-comms (Productivity & comms OAuth)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-oauth-families-accounting-social (Accounting & social OAuth)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-integration-scope-review-ritual (Scope review ritual)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-integration-failures-recovery-playbook (Failure recovery)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-oauth-refresh-cadence-runbook (Refresh cadence)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-sensitive-data-trust-boundaries (Trust boundaries)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-sessions-lifecycle-shared-devices (Session lifecycle)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-dsr-across-agent-memory (DSR runbook)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-iso-soc2-audit-prep (Audit readiness)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-security-containment-escalation (Containment)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-background-jobs-mental-model (Background jobs)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-skills-catalog-plugins-marketplace (Skills catalog)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-api-rate-limit-storms (Rate-limit storms)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-reliability-updates-control-room-triage (Control-room triage)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-when-jobs-stall-where-to-look (Stalled jobs)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-reliability-escalate-engineering-support (Structured escalation)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-when-to-split-workspaces (Split workspaces)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-cross-workspace-access-patterns (Cross-workspace access)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-multi-workspace-naming-governance (Naming governance)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-fleet-review-prep-stakeholders-dry-run (Review prep)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/fleet-ops-quarterly-fleet-review-capstone (Quarterly capstone)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-reconcile-account-billing-workspace-usage (Reconcile billing)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-credits-chat-autonomous-and-apply (Credit lanes)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-finance-handoff-one-pager-usage (One-pager)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-skills-catalog-enable-and-risk (Enablement rubric)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-skills-plugins-and-bundles (Plugins & bundles)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-skills-marketplace-flag-callout (Marketplace transition)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-oauth-family-productivity-calendar-drive (Productivity OAuth)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-oauth-family-comms-email-chat (Comms OAuth)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-oauth-family-accounting-connectors (Accounting OAuth)
- https://agentsmith.ch/academy/courses/platform-fleet-operations/lessons/deep-oauth-social-ads-vs-agent-tool-connect (Social vs agent-tool)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas (Workspace atlas)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/assessment (Assessment: Workspace atlas)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-app-home-workspaces (App home)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-create-workspace (Create workspace)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-invites-first-login (Invites & login)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-switch-workspaces (Switch workspaces)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-members-page-vs-hr (Members vs HR)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-updates-vs-domain-dashboard (Updates vs domains)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-widget-domains-overview (Widget domains)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-dashboard-presets (Dashboard presets)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-customize-widgets (Customize widgets)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-widgets-by-role (Widgets by role)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-account-vs-workspace-settings (Account vs workspace)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-usage-and-credits (Usage & credits)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-billing-and-customer-portal (Billing & portal)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-agent-addons-catalog (Agent add-ons)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-account-workspace-troubleshooting (Troubleshooting split)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-in-product-academy-links (Academy links)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-feature-flags-and-optional-surfaces (Flags & nav)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-share-links-and-recipients (Share links)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-workspace-knowledge-reindex (Knowledge reindex)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-apply-suggestion-to-record (Apply basics)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-entity-map-strategy-product (Map: strategy & product)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-entity-map-market-sales (Map: market & sales)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-entity-map-marketing-content (Map: marketing & content)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-entity-map-financials (Map: financials)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-entity-map-legals-hr (Map: legals & HR)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-entity-map-agents-time (Map: agents & time)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-when-apply-fails-checklist (Apply fails checklist)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-cross-module-handoff-patterns (Cross-module handoffs)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-atlas-course-capstone (Atlas capstone tour)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-fleet-command-four-course-map (Four Fleet courses)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-search-palette-and-scope (Search palette)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-keyboard-shortcuts-and-command-palette (Shortcuts & palette)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-notifications-and-inbox-hygiene (Notifications)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-audit-trail-mastery (Audit trail)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-mobile-and-multi-device (Mobile & multi-device)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-workspace-templates-and-cloning (Templates & cloning)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-workspace-archival-and-deletion (Archival & deletion)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-time-zones-and-global-teams (Time zones)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-cross-workspace-orchestration (Multi-workspace)
- https://agentsmith.ch/academy/courses/platform-workspace-atlas/lessons/atlas-workspace-governance-ceremonies (Governance ceremonies)
- https://agentsmith.ch/academy/courses/idea-to-business (Idea to business)
- https://agentsmith.ch/academy/courses/idea-to-business/assessment (Assessment: Idea to business)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/founder-market-fit (Founder-market fit)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/problem-framing (Problem framing)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/icp-iteration (ICP iteration)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/customer-discovery-cadence-and-evidence-log (Discovery cadence)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/jobs-alternatives-and-switching-costs (Jobs & alternatives)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/hypotheses-in-ideation-market-and-documents (Hypotheses spine)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/scope-risk (Scope & risk)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/build-vs-orchestrate (Build vs orchestrate)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/roadmap-milestones-and-learning-gates (Roadmap & gates)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/north-star-and-leading-indicators-early (North star early)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/definition-of-done-for-your-first-slice (Definition of done)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/ideation-research-routes-and-when-to-use-them (Ideation routes)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/research-smith-without-invented-customers (Research discipline)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/pre-mortems-counterexamples-and-kill-lists (Pre-mortems)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/interview-guides-synthesis-and-ground-truth (Interviews)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/documents-as-your-evidence-spine (Evidence spine)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/offer-packaging (Offer packaging)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/value-proposition-and-objection-library (Value prop)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/pilots-contracts-and-counsel-finance-checkpoints (Pilots & counsel)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/offers-mirrored-in-sales-marketing-and-documents (Offer alignment)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/market-sizing-tam-sam-som (Market sizing)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/pricing-theory-value-based (Pricing theory)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/early-unit-economics-sanity (Unit economics)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/wedge-strategy-and-beachhead (Wedge & beachhead)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/moats-and-defensibility-in-ai-era (Moats & defensibility)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/services-first-to-product-transition (Services-to-product ladder)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/gtm-motion (First-ten GTM)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/founder-narrative-and-storytelling (Founder narrative)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/first-pipeline-crm-and-activity-discipline (CRM discipline)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/weekly-gtm-capacity-and-channel-review (Weekly GTM review)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/onboarding-and-time-to-first-value (Onboarding & TTFV)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/referrals-community-and-founder-trust (Referrals)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/bootstrap-vs-fundraise-decision (Bootstrap vs fundraise)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/cofounder-selection-and-working-contracts (Cofounder contracts)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/incorporation-equity-and-vesting (Incorporation & equity)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/cap-table-mechanics-and-safe-vs-priced-round (Cap-table mechanics)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/fundraising-process-from-pitch-to-close (Fundraising process)
- https://agentsmith.ch/academy/courses/idea-to-business/lessons/ip-assignment-and-data-privacy-basics (IP & privacy basics)
- https://agentsmith.ch/academy/courses/solo-to-business (Solo to business)
- https://agentsmith.ch/academy/courses/solo-to-business/assessment (Assessment: Solo to business)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/weekly-cadence (Weekly cadence)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/day-overview-time-and-calendar-integrity (Time integrity)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/monthly-founder-reset-and-runway-lens (Monthly reset)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/energy-deep-work-and-recovery (Energy & deep work)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/solo-stakeholder-communication-cadence (Stakeholder cadence)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/task-capture (Task capture)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/inbox-and-notification-budget (Inbox budget)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/wip-limits-and-priority-tradeoffs (WIP & priorities)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/reactive-work-and-interruption-contracts (Interruption contracts)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/tasks-updates-and-stale-work-audits (Stale-work audits)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/delegation-ladder (Delegation ladder)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/playbooks (Playbooks)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/smith-briefs-handbacks-and-qa-bars (Smith handbacks)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/templates-variables-and-document-hygiene (Templates hygiene)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/raci-light (RACI-light)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/async-handoffs-messages-and-tasks (Async handoffs)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/first-contractor-or-hire-onboarding (First hire)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/meeting-lab-lite-agendas-and-decisions (Meetings lite)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/vendor-access-and-oauth-boundaries (Vendor & OAuth)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/legal-financial-micro-stack (Legal/financial micro-stack)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/incorporate-vs-sole-prop (Incorporate vs sole prop)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/million-dollar-solo-archetype ($1M solo archetype)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/solo-to-small-team-transition (The painful middle)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/quality-gates (Quality gates)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/updates-apply-and-capability-policy-solo (Updates & policy)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/escalation-when-smiths-are-uncertain (Escalation)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/light-audit-habits-and-agent-reports (Audit habits)
- https://agentsmith.ch/academy/courses/solo-to-business/lessons/bridge-to-scale-business (Next: scale)
- https://agentsmith.ch/academy/courses/scale-business (Scale)
- https://agentsmith.ch/academy/courses/scale-business/assessment (Assessment: Scale)
- https://agentsmith.ch/academy/courses/scale-business/lessons/sop-design (SOP design)
- https://agentsmith.ch/academy/courses/scale-business/lessons/knowledge-hygiene (Knowledge hygiene)
- https://agentsmith.ch/academy/courses/scale-business/lessons/playbook-to-sop-graduation (Playbook → SOP)
- https://agentsmith.ch/academy/courses/scale-business/lessons/document-change-control-and-ownership (Change control)
- https://agentsmith.ch/academy/courses/scale-business/lessons/enablement-and-training-handoffs (Enablement)
- https://agentsmith.ch/academy/courses/scale-business/lessons/orchestration-patterns (Orchestration)
- https://agentsmith.ch/academy/courses/scale-business/lessons/queue-discipline (Queue discipline)
- https://agentsmith.ch/academy/courses/scale-business/lessons/merge-points-and-human-slos (Merge SLOs)
- https://agentsmith.ch/academy/courses/scale-business/lessons/control-room-weekly-ritual (Control room ritual)
- https://agentsmith.ch/academy/courses/scale-business/lessons/autonomous-skill-lifecycle (Skill lifecycle)
- https://agentsmith.ch/academy/courses/scale-business/lessons/org-wide-capability-policy (Org policy)
- https://agentsmith.ch/academy/courses/scale-business/lessons/audit-trails-and-compliance-mindset (Audit trails)
- https://agentsmith.ch/academy/courses/scale-business/lessons/integration-data-boundaries-at-scale (Data boundaries)
- https://agentsmith.ch/academy/courses/scale-business/lessons/vendor-and-ai-subprocessor-hygiene (Vendor hygiene)
- https://agentsmith.ch/academy/courses/scale-business/lessons/kpi-layering (KPI layering)
- https://agentsmith.ch/academy/courses/scale-business/lessons/retro-ritual (Retro ritual)
- https://agentsmith.ch/academy/courses/scale-business/lessons/metrics-for-queues-and-automation (Queue metrics)
- https://agentsmith.ch/academy/courses/scale-business/lessons/experiment-review-and-kill-criteria (Experiments)
- https://agentsmith.ch/academy/courses/scale-business/lessons/stakeholder-reporting-from-agent-digests (Digest reporting)
- https://agentsmith.ch/academy/courses/scale-business/lessons/exec-operating-cadence-with-smiths (Exec cadence)
- https://agentsmith.ch/academy/courses/scale-business/lessons/raci-density-teams-and-managers (RACI density)
- https://agentsmith.ch/academy/courses/scale-business/lessons/cross-functional-initiative-command (Initiative command)
- https://agentsmith.ch/academy/courses/scale-business/lessons/hiring-onboarding-scale-with-playbooks (Hiring at scale)
- https://agentsmith.ch/academy/courses/scale-business/lessons/graduation-capstone-scale-track (Graduation)
- https://agentsmith.ch/academy/courses/additional-lessons (Additional lessons)
- https://agentsmith.ch/academy/courses/additional-lessons/assessment (Assessment: Additional lessons)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/additional-lessons-archive-how-it-works (Archive overview)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/rpm-real-pipeline-tagging (Pipeline tagging)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/planning-timed-decomposition-drill (Timed drill)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/delegation-interface-spec-exercise (Interface spec)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/structured-validation-workshop (Validation workshop)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/integration-handoff (Retries & dedupe)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/integration-escalation-humans (Escalation)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/integration-audit-trail-handoffs (Audit & handoffs)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/integration-weekly-health-ritual (Weekly ritual)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/blueprint-tools-merge-owners (Tools & merges)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/blueprint-guardrails-metrics-month-one (Guardrails & metrics)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/blueprint-skeptic-review-workshop (Skeptic review)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/blueprint-ship-responsible-leverage-next (Ship & next course)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/formal-taxonomies-agent-architectures (Architecture survey)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/information-theory-of-context (Context as channel)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/formal-verification-apply-gates (Formal verification)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/distributed-systems-for-agents (Distributed systems)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/mechanism-design-for-delegation (Mechanism design)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/slos-for-nondeterministic-systems (SLOs for agents)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/statistical-evaluation-of-agents (Statistical evaluation)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/benchmark-design-and-gaming (Benchmark design)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/chaos-engineering-for-agent-pipelines (Chaos engineering)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/unit-economics-cost-per-success (Unit economics)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/prompt-injection-taxonomy (Prompt injection taxonomy)
- https://agentsmith.ch/academy/courses/additional-lessons/lessons/information-flow-control-for-agents (Information-flow control)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot (Revenue ops)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/assessment (Assessment: Revenue ops)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/prospecting-lists-imports-and-deduping (Lists & imports)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/autonomous-lead-enrichment (Lead enrichment)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/enrichment-accuracy-consent-and-brand (Enrichment quality)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/inbound-vs-outbound-ai-routing (Inbound vs outbound)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/lead-qualification-and-fit-rules (Qualification)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/prospecting-to-outbound-ready-handoff (Outbound-ready handoff)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/email-templates-voice-and-compliance (Templates)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/sequences-cadences-and-anti-autopilot (Sequences)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/sales-inbox-threads-and-routing (Inbox & threads)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/real-time-objection-handling-with-ai (Objection handling)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/calls-meetings-and-activity-capture (Calls & meetings)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/comms-analytics-and-rep-coaching-loops (Comms analytics)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/ai-crm-hygiene (CRM hygiene)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/automating-pipeline-scrub-ritual (Pipeline scrub)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/deals-stages-and-pipeline-discipline (Deals & stages)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/crm-activities-timeline-and-proof (Activities & timeline)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/people-companies-records-and-merge-hygiene (People & companies)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/crm-suggestions-batch-apply-and-audit (Suggestions & Apply)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/sales-hub-queues-risks-pending-updates (Sales hub)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/playbooks-territories-targets-and-crm-alignment (Playbooks and territories)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/forecasting-rhythm-and-manager-views (Forecast rhythm)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/quotes-proposals-and-approval-handoffs (Quotes and approvals)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/customer-feedback-pipeline-to-product (Feedback to Product)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/gtm-integrations-oauth-and-data-hygiene (GTM integrations)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/sales-ai-settings-and-workspace-capability-policy (Sales AI and policy)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/skills-schedules-revenue-skills-and-control-room (Skills and control room)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/syncing-sales-studio-with-marketing-studio (Sales and Marketing sync)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/sales-handoffs-market-documents-product (Cross-domain handoffs)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/metrics-definitions-crm-single-source-of-truth (Metric definitions)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/cohort-slices-investors-will-verify (Cohort slices)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/revenue-recognition-boundaries-operating-discipline (Recognition boundaries)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/cfo-alignment-before-external-metrics (CFO alignment)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/export-allowlist-what-may-leave-workspace (Export allowlist)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/redaction-fields-and-dsr-boundaries (Redaction & DSR)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/export-custody-trail-and-data-room-ingest-rhythm (Custody & room ingest)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/qualification-methodologies-meddic-meddpicc-spiced (Qualification methodologies)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/email-deliverability-infrastructure-auth-and-inbox-placement (Deliverability infrastructure)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/customer-health-scoring-churn-prediction-expansion (Health and churn)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/ai-era-sales-compensation-and-spiff-design (Comp and SPIFFs)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/revenue-ai-evaluation-benchmarks-and-harness-design (Evals and harnesses)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/rev-proof-package-spine-pipeline-forecast-activity (Rev proof package)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/deck-ir-narrative-matches-crm-slices (Deck ↔ CRM crosswalk)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/investor-questions-rev-engine-red-team (Red team Q&A)
- https://agentsmith.ch/academy/courses/revenue-ops-autopilot/lessons/revenue-ops-trilogy-capstone-handoff-capital (Capstone handoff)
- https://agentsmith.ch/academy/courses/market-war-room (War room)
- https://agentsmith.ch/academy/courses/market-war-room/assessment (Assessment: War room)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/continuous-market-surveillance (Market surveillance)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/market-overview-and-review-cadence (Overview cadence)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/landscape-and-category-mapping (Landscape)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/signals-contradictions-and-source-discipline (Signals & sources)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/intel-escalation-owners-and-anti-panic-rules (Escalation)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/competitors-lists-and-maintenance-rhythm (Competitors)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/partnerships-and-ecosystem-intelligence (Partnerships)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/compare-views-product-sales-and-messaging (Compare views)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/battlecards-positioning-and-documents (Battlecards)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/companies-intel-to-sales-and-marketing (Intel → GTM)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/segments-and-icp-hypotheses (Segments & ICP)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/icps-personas-journeys (ICP & journeys)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/offers-fit-and-value-messaging (Offers & fit)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/journey-stages-and-enablement-links (Journeys)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/icp-refresh-win-loss-and-pipeline-truth (ICP refresh)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/market-size-model-and-assumptions (Market size)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/scenarios-sensitivity-and-sanity-checks (Scenarios)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/strategy-swot-okrs-fed-by-market-evidence (SWOT & OKRs)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/simulations-bets-and-when-intel-changes-priors (Simulations)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/category-thesis-and-revisit-triggers (Category thesis)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/market-intel-vs-ideation-research (Market vs ideation)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/skills-competitive-radar-deep-research-and-policy (Skills & policy)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/web-search-provenance-and-trust-bar (Provenance)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/market-handoffs-strategy-sales-marketing-documents (Cross-domain)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/investor-question-pack-from-market-evidence (Investor question pack)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/documents-deck-and-memo-version-discipline (Documents & versions)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/defensibility-claims-tied-to-market-citations (Defensibility & proof)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/strategy-snapshot-before-capital-meetings (Before capital meetings)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/radar-to-roadmap-intake-and-owners (Radar → roadmap)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/pricing-and-packaging-signals-from-market-rows (Pricing signals)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/gtm-plays-battlecards-and-sales-enablement-bridge (GTM ↔ Sales)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/icp-pipeline-definitions-market-to-crm-handoff (ICP ↔ CRM)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/war-room-weekly-rhythm-template (Weekly rhythm)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/raci-owners-market-strategy-sales-revops-capital (RACI)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/sales-consumer-package-war-room-snapshot (Sales package)
- https://agentsmith.ch/academy/courses/market-war-room/lessons/war-room-trilogy-capstone-handoff-checklist (Capstone checklist)
- https://agentsmith.ch/academy/courses/capital-deal-rooms (Capital)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/assessment (Assessment: Capital)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/ai-driven-data-room (Data room)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/diligence-artifacts-and-single-source-map (Artifact map)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/data-room-versioning-access-and-labels (Versioning & access)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/legals-vault-financials-documents-triangle (Investor triangle)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/diligence-requests-queue-and-owners (Request queue)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/raise-strategy-round-timing-and-proof (Raise strategy)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/opportunities-and-money-sources-catalog (Money sources)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/grants-and-non-dilutive-paths (Grants & non-dilutive)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/capital-funding-radar-and-signal-discipline (Funding radar)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/investor-crm-stages-owners-and-hygiene (Investor CRM)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/meeting-cadence-next-asks-and-follow-ups (Meetings & asks)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/diligence-workstreams-from-investor-asks (Diligence workstreams)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/deck-memo-data-room-consistency (Deck & data room)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/founder-cfo-counsel-raci-for-capital-process (RACI)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/cap-table-as-system-of-record (Cap table)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/investor-update-rhythm-and-template (IR rhythm)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/metrics-narrative-that-matches-financials (Metrics vs books)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/board-investor-comms-disclosures (Board & investor comms)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/pitch-assistant-data-room-skills-and-policy (Skills & policy)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/external-representations-updates-and-apply (Representations)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/capital-financials-and-runway-one-story (Runway & financials)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/term-sheet-decision-frames-not-advice (Term sheet frames)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/counsel-moments-and-approval-gates (Counsel moments)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/diligence-data-you-must-not-fake (No fake data)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/economics-ownership-founder-literacy (Economics & ownership)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/information-rights-reporting-cadence (Info rights & reporting)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/material-changes-after-close-discipline (Material changes)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/esop-secondaries-staged-introduction (ESOP & secondaries)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/tabletop-war-room-intel-to-deck-claim (Tabletop: Market → deck)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/tabletop-crm-rev-proof-to-data-room-slot (Tabletop: CRM → room)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/tabletop-ir-draft-representations-checklist (Tabletop: IR & reps)
- https://agentsmith.ch/academy/courses/capital-deal-rooms/lessons/capital-trilogy-capstone-operating-checklist (Capital capstone)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering (Context window engineering)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering/assessment (Assessment: Context window engineering)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering/lessons/what-is-a-context-window (What is a context window — tokens, attention, and limits)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering/lessons/lost-in-the-middle-problem (The lost-in-the-middle problem)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering/lessons/context-budget-allocation (Context budget allocation)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering/lessons/long-context-vs-rag-decision (Long context vs RAG)
- https://agentsmith.ch/academy/courses/ai-context-window-engineering/lessons/context-window-cost-tradeoffs (Context window cost tradeoffs)
- https://agentsmith.ch/academy/courses/ai-evaluation-science (AI evaluation science)
- https://agentsmith.ch/academy/courses/ai-evaluation-science/assessment (Assessment: AI evaluation science)
- https://agentsmith.ch/academy/courses/ai-evaluation-science/lessons/from-artifact-to-research-grade-eval (From artifact-first to research-grade evaluation)
- https://agentsmith.ch/academy/courses/ai-evaluation-science/lessons/golden-datasets-design (Golden datasets)
- https://agentsmith.ch/academy/courses/ai-evaluation-science/lessons/judge-llm-patterns (Judge-LLM patterns)
- https://agentsmith.ch/academy/courses/ai-evaluation-science/lessons/statistical-significance-non-deterministic (Statistical significance for non-deterministic systems)
- https://agentsmith.ch/academy/courses/ai-evaluation-science/lessons/online-vs-offline-eval (Online vs offline evaluation)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures (Agent memory architectures)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures/assessment (Assessment: Agent memory architectures)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures/lessons/four-memory-types-for-agents (Four memory types for agents — working, episodic, semantic, procedural)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures/lessons/vector-database-selection (Vector database selection)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures/lessons/memory-consolidation-patterns (Memory consolidation)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures/lessons/memory-pollution-and-drift (Memory pollution)
- https://agentsmith.ch/academy/courses/ai-agent-memory-architectures/lessons/memory-portability-across-model-versions (Memory portability across model versions)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling (Tool use & function calling)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling/assessment (Assessment: Tool use & function calling)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling/lessons/what-makes-a-good-agent-tool (What makes a good agent tool)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling/lessons/json-schema-engineering (JSON schema engineering)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling/lessons/tool-selection-patterns (Tool selection patterns)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling/lessons/error-recovery-from-tool-calls (Error recovery)
- https://agentsmith.ch/academy/courses/ai-tool-use-and-function-calling/lessons/mcp-deep-dive (MCP deep dive)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment (Agent safety & alignment)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment/assessment (Assessment: Agent safety & alignment)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment/lessons/prompt-injection-taxonomy-and-defense (Prompt injection taxonomy)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment/lessons/jailbreak-resilience (Jailbreak resilience)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment/lessons/capability-control (Capability control)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment/lessons/sandboxing-patterns (Sandboxing patterns)
- https://agentsmith.ch/academy/courses/ai-agent-safety-and-alignment/lessons/adversarial-evaluation-for-agents (Adversarial evaluation)
- https://agentsmith.ch/academy/courses/ai-business-model-design (AI business model design)
- https://agentsmith.ch/academy/courses/ai-business-model-design/assessment (Assessment: AI business model design)
- https://agentsmith.ch/academy/courses/ai-business-model-design/lessons/pricing-models-per-call-per-outcome-subscription (Pricing models)
- https://agentsmith.ch/academy/courses/ai-business-model-design/lessons/ai-unit-economics (AI unit economics — gross margin and the COGS trap)
- https://agentsmith.ch/academy/courses/ai-business-model-design/lessons/copilot-vs-replacement-positioning (Copilot vs replacement)
- https://agentsmith.ch/academy/courses/ai-business-model-design/lessons/commoditization-and-moats (Commoditization and moats in AI businesses)
- https://agentsmith.ch/academy/courses/ai-business-model-design/lessons/pricing-power-and-scale (Pricing power as you scale)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products (GTM for AI products)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products/assessment (Assessment: GTM for AI products)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products/lessons/selling-to-non-technical-buyers (Selling AI to non-technical buyers)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products/lessons/ai-roi-narratives (AI ROI narratives — three-column proof for prospects)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products/lessons/procurement-and-security-review (Procurement and security review for AI products)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products/lessons/meddic-for-ai-deals (MEDDIC for AI deals — qualifying with AI-specific signals)
- https://agentsmith.ch/academy/courses/ai-go-to-market-for-ai-products/lessons/champion-development-in-ai-deals (Champion development in AI deals)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment (Multi-agent deployment)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment/assessment (Assessment: Multi-agent deployment)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment/lessons/routing-and-handoffs-prod (Routing and handoffs in production multi-agent)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment/lessons/runtime-conflict-resolution (Runtime conflict resolution between agents)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment/lessons/topology-choices-at-scale (Topology choices at scale — hierarchical vs swarm)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment/lessons/fleet-observability (Fleet observability across many agents)
- https://agentsmith.ch/academy/courses/platform-multi-agent-deployment/lessons/multi-agent-incident-response (Multi-agent incident response)
- https://agentsmith.ch/academy/courses/ai-product-management (AI product management)
- https://agentsmith.ch/academy/courses/ai-product-management/assessment (Assessment: AI product management)
- https://agentsmith.ch/academy/courses/ai-product-management/lessons/specs-for-non-deterministic-systems (Specs for non-deterministic systems)
- https://agentsmith.ch/academy/courses/ai-product-management/lessons/ab-testing-ai-features (A/B testing AI features under non-determinism)
- https://agentsmith.ch/academy/courses/ai-product-management/lessons/roadmapping-under-vendor-uncertainty (Roadmapping under model-vendor uncertainty)
- https://agentsmith.ch/academy/courses/ai-product-management/lessons/deprecation-handling (Handling model deprecation)
- https://agentsmith.ch/academy/courses/ai-product-management/lessons/ai-pm-instrumentation (AI PM instrumentation — what AI PMs measure that other PMs don't)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership (AI engineering leadership)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership/assessment (Assessment: AI engineering leadership)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership/lessons/hiring-ai-engineers (Hiring AI engineers without the ML PhD trap)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership/lessons/team-shapes-ai-vs-ml-vs-platform (Team shapes — AI vs ML vs platform engineering)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership/lessons/ai-tech-debt (AI tech debt — recognition and paydown)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership/lessons/on-call-for-ai-systems (On-call for AI systems)
- https://agentsmith.ch/academy/courses/ai-engineering-leadership/lessons/culture-of-evaluation (Building a culture of evaluation)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries (AI for regulated industries)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries/assessment (Assessment: AI for regulated industries)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries/lessons/healthcare-ai-patterns (Healthcare AI patterns — HIPAA, FDA SaMD, clinical decision support)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries/lessons/financial-services-ai-patterns (Financial services AI patterns — model risk, SR 11-7, fair lending)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries/lessons/legal-ai-patterns (Legal AI patterns — privilege, work-product, citation, hallucination liability)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries/lessons/government-and-public-sector-ai (Government and public sector AI — FedRAMP, public records, disclosure)
- https://agentsmith.ch/academy/courses/ai-for-regulated-industries/lessons/validation-and-audit-trails-for-regulated-ai (Validation and audit trails for regulated AI)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act (International AI compliance)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act/assessment (Assessment: International AI compliance)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act/lessons/eu-ai-act-deep-dive (EU AI Act deep dive — risk tiers, conformity, technical documentation)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act/lessons/gdpr-and-ai (GDPR and AI — Article 22, DPIAs, automated decision-making)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act/lessons/cross-border-data-residency (Cross-border data residency for AI workflows)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act/lessons/multi-language-and-cultural-fairness (Multi-language and cultural fairness in AI workflows)
- https://agentsmith.ch/academy/courses/ai-for-international-and-eu-ai-act/lessons/us-state-ai-laws (US state AI laws — CA, CO, IL, NY and the patchwork to come)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment (Enterprise AI deployment)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment/assessment (Assessment: Enterprise AI deployment)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment/lessons/enterprise-sales-for-ai-products (Enterprise sales for AI products — security questionnaires and MSA)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment/lessons/sso-scim-and-identity (SSO, SCIM, and identity for AI products)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment/lessons/audit-logging-at-enterprise-scale (Audit logging at enterprise scale)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment/lessons/data-residency-and-tenancy (Data residency and tenancy for AI products)
- https://agentsmith.ch/academy/courses/ai-for-enterprise-deployment/lessons/dpa-negotiation-deep-dive (DPA negotiation deep dive — AI vendor specifics)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup (Coding · Day-zero setup)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/assessment (Assessment: Coding · Day-zero setup)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/installing-the-toolchain (Installing the toolchain)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/cloning-the-repository (Cloning the repository)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/environment-files-and-secrets (Environment files and secrets)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/first-npm-install (First npm install)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/first-npm-run-dev (First dev server)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/when-something-breaks (When something breaks)
- https://agentsmith.ch/academy/courses/coding-day-zero-setup/lessons/orienting-in-cursor (Orienting in Cursor)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell (Coding · Computer & shell)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/assessment (Assessment: Coding · Computer & shell)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/what-a-codebase-is (What a codebase is)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/files-folders-and-file-names (Files and folders)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/paths-the-address-system-for-files (Paths)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/terminal-shell-prompt-and-command (Terminal vocabulary)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/quoting-paths-with-spaces (Quoting paths)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/environment-variables-and-local-settings (Environment variables)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/processes-programs-that-are-running (Processes)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/ports-and-dev-servers (Ports and dev servers)
- https://agentsmith.ch/academy/courses/coding-computer-and-shell/lessons/reading-terminal-errors (Reading terminal errors)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration (Coding · Git & GitHub)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/assessment (Assessment: Coding · Git & GitHub)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/repositories-and-version-control (Repositories)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/working-tree-dirty-tree-and-status (Working tree)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/staging-area-commits-and-commit-messages (Staging and commits)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/diffs-generated-files-and-lockfiles (Diffs and lockfiles)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/branches-and-safe-lines-of-work (Branches)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/remotes-github-and-synchronizing-work (Remotes and sync)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/pull-requests-reviews-and-checks (PRs and reviews)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/merge-conflicts-and-careful-resolution (Merge conflicts)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/secrets-ignored-files-and-safe-sharing (Secrets hygiene)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/safe-ai-collaboration-in-a-dirty-tree (Safe AI + Git)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/worktrees-and-multi-agent-parallel-work (Worktrees)
- https://agentsmith.ch/academy/courses/coding-git-and-collaboration/lessons/cursor-ide-rules-hooks-skills-mcp-servers-and-agent-transcripts (Cursor: rules & MCP)
- https://agentsmith.ch/academy/courses/coding-web-foundations (Coding · Web foundations)
- https://agentsmith.ch/academy/courses/coding-web-foundations/assessment (Assessment: Coding · Web foundations)
- https://agentsmith.ch/academy/courses/coding-web-foundations/lessons/what-the-browser-does (What The Browser Does)
- https://agentsmith.ch/academy/courses/coding-web-foundations/lessons/html-and-the-app-shell (HTML And The App Shell)
- https://agentsmith.ch/academy/courses/coding-web-foundations/lessons/dom-and-the-root-element (DOM And The Root Element)
- https://agentsmith.ch/academy/courses/coding-web-foundations/lessons/css-cascade-and-design-tokens (CSS, Cascade, And Design Tokens)
- https://agentsmith.ch/academy/courses/coding-web-foundations/lessons/javascript-modules-and-vite-loading (JavaScript Modules And Vite Loading)
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- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals (Coding · JavaScript)
- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/assessment (Assessment: Coding · JavaScript)
- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/lessons/values-variables-and-expressions (Values, Variables, And Expressions)
- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/lessons/functions-parameters-return-values-and-scope (Functions, Parameters, Return Values, And Scope)
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- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/lessons/modules-imports-and-exports (Modules, Imports, And Exports)
- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/lessons/promises-async-await-fetch-and-json (Promises, Async, Await, Fetch, And JSON)
- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/lessons/errors-try-catch-and-stack-traces (Errors, Try/Catch, And Stack Traces)
- https://agentsmith.ch/academy/courses/coding-javascript-fundamentals/lessons/debugging-javascript-in-a-real-codebase (Debugging JavaScript In A Real Codebase)
- https://agentsmith.ch/academy/courses/coding-typescript-fundamentals (Coding · TypeScript)
- https://agentsmith.ch/academy/courses/coding-typescript-fundamentals/assessment (Assessment: Coding · TypeScript)
- https://agentsmith.ch/academy/courses/coding-typescript-fundamentals/lessons/types-as-contracts (Types as contracts)
- https://agentsmith.ch/academy/courses/coding-typescript-fundamentals/lessons/primitives-annotations-and-inference (Primitives & inference)
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- https://agentsmith.ch/academy/courses/coding-typescript-fundamentals/lessons/generics-and-reusable-type-patterns (Generics)
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- https://agentsmith.ch/academy/courses/coding-toolchain (Coding · Toolchain)
- https://agentsmith.ch/academy/courses/coding-toolchain/assessment (Assessment: Coding · Toolchain)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/node-js-vs-browser-javascript (Node vs browser)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/npm-package-json-and-scripts (package.json & scripts)
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- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/vite-dev-server-bundling-and-config (Vite & bundling)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/linting-formatting-and-type-checking (Lint, format, types)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/vitest-and-unit-tests (Vitest & units)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/playwright-and-browser-tests (Playwright & E2E)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/builds-artifacts-and-release-gates (Builds & release)
- https://agentsmith.ch/academy/courses/coding-toolchain/lessons/decoding-the-repo-s-npm-scripts (Decoding scripts)
- https://agentsmith.ch/academy/courses/coding-react-from-zero (Coding · React basics)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/assessment (Assessment: Coding · React basics)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/lessons/the-react-app-entry-point (The React App Entry Point)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/lessons/components-and-jsx (Components And JSX)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/lessons/props-children-and-composition (Props, Children, And Composition)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/lessons/state-events-and-rendering (State, Events, And Rendering)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/lessons/effects-refs-and-custom-hooks (Effects, Refs, And Custom Hooks)
- https://agentsmith.ch/academy/courses/coding-react-from-zero/lessons/context-providers-suspense-and-error-boundaries (Context, Providers, Suspense, And Error Boundaries)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture (Coding · Router & architecture)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/assessment (Assessment: Coding · Router & architecture)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/lessons/single-page-apps-and-browser-urls (Single-Page Apps And Browser URLs)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/lessons/the-top-level-route-tree (The Top-Level Route Tree)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/lessons/marketing-routes-and-public-pages (Marketing Routes And Public Pages)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/lessons/workspace-routes-layouts-and-outlet (Workspace Routes, Layouts, And Outlet)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/lessons/lazy-loading-suspense-and-not-found-routes (Lazy Loading, Suspense, And Not Found Routes)
- https://agentsmith.ch/academy/courses/coding-react-router-and-architecture/lessons/redirects-aliases-and-workspace-path-guardrails (Redirects, Aliases, And Workspace Path Guardrails)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems (Coding · UI systems)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/assessment (Assessment: Coding · UI systems)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/lessons/ui-systems-and-reusable-primitives (UI systems)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/lessons/tailwind-utilities-and-class-names (Utility CSS)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/lessons/css-variables-and-design-tokens (Design tokens)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/lessons/shadcn-primitives-aliases-and-class-merging (Headless primitives)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/lessons/accessibility-basics-in-components (Accessibility)
- https://agentsmith.ch/academy/courses/coding-ui-and-design-systems/lessons/marketing-ui-versus-platform-ui (Marketing vs product UI)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime (Coding · State & realtime)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/assessment (Assessment: Coding · State & realtime)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/lessons/local-state-versus-server-state (State categories)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/lessons/custom-hooks-as-reusable-data-behavior (Custom hooks)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/lessons/react-query-query-keys-and-stale-data (Query keys & stale)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/lessons/mutations-invalidation-and-optimistic-ui (Mutations & UI)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/lessons/loading-error-empty-and-success-states (UI states)
- https://agentsmith.ch/academy/courses/coding-state-and-realtime/lessons/realtime-subscriptions-and-workspace-scoped-state (Realtime)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero (Coding · SQL foundations)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/assessment (Assessment: Coding · SQL foundations)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/tables-rows-columns-and-keys (Tables & keys)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/reading-data-with-select (SELECT)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/insert-update-delete-and-transactions (Writes & transactions)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/foreign-keys-and-joins (Joins)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/constraints-indexes-and-query-speed (Constraints & indexes)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/migrations-baselines-and-delta-changes (Migrations)
- https://agentsmith.ch/academy/courses/coding-sql-from-zero/lessons/writing-your-first-real-migration (First migration)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls (Coding · Supabase)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/assessment (Assessment: Coding · Supabase)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/the-supabase-client-and-public-config (Client & config)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/auth-sessions-jwts-anon-key-and-service-role (Auth & keys)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/rls-and-workspace-membership (RLS)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/storage-buckets-paths-and-signed-urls (Storage)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/realtime-subscriptions (Realtime)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/rpc-calling-database-functions-safely (RPC)
- https://agentsmith.ch/academy/courses/coding-supabase-and-rls/lessons/reading-the-platform-schema (Schema map)
- https://agentsmith.ch/academy/courses/coding-edge-functions (Coding · Edge & APIs)
- https://agentsmith.ch/academy/courses/coding-edge-functions/assessment (Assessment: Coding · Edge & APIs)
- https://agentsmith.ch/academy/courses/coding-edge-functions/lessons/requests-responses-headers-and-json (HTTP & JSON)
- https://agentsmith.ch/academy/courses/coding-edge-functions/lessons/status-codes-errors-and-request-ids (Status & IDs)
- https://agentsmith.ch/academy/courses/coding-edge-functions/lessons/cors-and-browser-safety (CORS)
- https://agentsmith.ch/academy/courses/coding-edge-functions/lessons/edge-functions-and-jwt-verification (Edge + JWT)
- https://agentsmith.ch/academy/courses/coding-edge-functions/lessons/secrets-service-role-and-worker-secret-endpoints (Secrets)
- https://agentsmith.ch/academy/courses/coding-edge-functions/lessons/tracing-chat-agent-smith-across-the-boundary (Tracing the boundary)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality (Coding · Testing & quality)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/assessment (Assessment: Coding · Testing & quality)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/why-quality-gates-exist (Why gates exist)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/unit-tests-with-vitest (Unit tests)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/integration-tests-and-test-helpers (Integration tests)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/end-to-end-tests-with-playwright (End-to-end tests)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/linting-type-checking-formatting-and-builds (Lint, types, format, build)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/pre-commit-and-pre-push-hooks (Git hooks)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/ci-jobs-and-release-gates (CI and release gates)
- https://agentsmith.ch/academy/courses/coding-testing-and-quality/lessons/reading-failures-and-debugging-with-discipline (Reading failures)
- https://agentsmith.ch/academy/courses/coding-product-architecture (Coding · Architecture tour)
- https://agentsmith.ch/academy/courses/coding-product-architecture/assessment (Assessment: Coding · Architecture tour)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/the-three-product-surfaces (Three surfaces)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/route-layers-and-entry-points (Route layers)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/the-workspace-shell (Workspace shell)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/domains-modules-and-shared-folders (Domains & modules)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/hooks-contexts-and-providers (Hooks & providers)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/data-flow-and-supabase-boundaries (Data boundaries)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/tracing-a-user-click-through-the-system (Tracing a click)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/debugging-product-architecture-questions (Architecture debugging)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/agent-registry-and-llm-router (Registry & router)
- https://agentsmith.ch/academy/courses/coding-product-architecture/lessons/knowledge-base-brand-voice-templates-and-the-variable-engine (Knowledge & variables)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals (AI fundamentals)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/assessment (Assessment: AI fundamentals)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/lessons/llms-tokens-and-prediction (LLMs & tokens)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/lessons/prompts-context-windows-and-grounding (Prompts & grounding)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/lessons/embeddings-retrieval-and-rag (Embeddings & RAG)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/lessons/tool-calls-structured-outputs-and-json-schemas (Tool calls)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/lessons/model-routing-cost-and-latency (Routing & cost)
- https://agentsmith.ch/academy/courses/coding-ai-fundamentals/lessons/hallucinations-evals-and-human-review (Evals & review)
- https://agentsmith.ch/academy/courses/coding-chat-runtime (Chat runtime)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/assessment (Assessment: Chat runtime)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/lessons/from-user-message-to-edge-function (Message ingress)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/lessons/the-orchestration-boundary (Orchestration)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/lessons/context-assembly-and-ui-state (Context assembly)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/lessons/memory-loading-and-retrieval (Memory loading)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/lessons/model-selection-transport-and-tool-gating (Selection & gating)
- https://agentsmith.ch/academy/courses/coding-chat-runtime/lessons/assistant-messages-suggestions-usage-and-audit (Response payload)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop (Human-in-the-loop)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/assessment (Assessment: Human-in-the-loop)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/lessons/read-propose-mutate (Read & propose)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/lessons/pending-suggestions-and-approval (Pending suggestions)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/lessons/action-contracts-and-validation (Action contracts)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/lessons/the-apply-orchestrator (Apply orchestrator)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/lessons/server-dispatcher-capability-checks-and-idempotency (Server dispatch)
- https://agentsmith.ch/academy/courses/coding-human-in-the-loop/lessons/audit-logs-rollback-thinking-and-trust (Audit & rollback)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills (Coding · Jobs & skills)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/assessment (Assessment: Coding · Jobs & skills)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/queues-workers-and-work-units (Queues, Workers, And Work Units)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/cron-event-pulse-and-wakeups (Cron, Event Pulse, And Wakeups)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/claiming-concurrency-and-idempotency (Claiming, Concurrency, And Idempotency)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/retries-dead-letters-and-incidents (Retries, Dead Letters, And Incidents)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/skill-registry-and-repeatable-agent-work (Skill Registry And Repeatable Agent Work)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/autonomous-agents-and-policy-boundaries (Autonomous Agents And Policy Boundaries)
- https://agentsmith.ch/academy/courses/coding-jobs-queues-skills/lessons/the-skills-runtime-end-to-end (The Skills Runtime End-To-End)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval (Coding · RAG & retrieval)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/assessment (Assessment: Coding · RAG & retrieval)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/lessons/short-term-and-long-term-memory (Short-Term And Long-Term Memory)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/lessons/workspace-memory-workspace-knowledge-and-platform-knowledge (Workspace Memory, Workspace Knowledge, And…)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/lessons/embeddings-and-vector-search (Embeddings And Vector Search)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/lessons/keyword-search-and-full-text-search (Keyword Search And Full-Text Search)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/lessons/hybrid-retrieval-ranking-and-scope (Hybrid Retrieval, Ranking, And Scope)
- https://agentsmith.ch/academy/courses/coding-rag-and-retrieval/lessons/grounding-citations-staleness-and-retrieval-failure (Grounding, Citations, Staleness, And Retrieval…)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries (Coding · Security)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/assessment (Assessment: Coding · Security)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/the-browser-is-untrusted (The Browser Is Untrusted)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/secrets-environment-variables-anon-key-and-service-role (Secrets, Environment Variables, Anon Key, And…)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/authentication-authorization-and-workspace-membership (Authentication, Authorization, And Workspace…)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/rls-as-the-database-seatbelt (RLS As The Database Seatbelt)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/input-validation-and-file-upload-risk (Input Validation And File Upload Risk)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/prompt-injection-and-ai-boundaries (Prompt Injection And AI Boundaries)
- https://agentsmith.ch/academy/courses/coding-security-and-trust-boundaries/lessons/rate-limits-abuse-and-least-privilege (Rate Limits, Abuse, And Least Privilege)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents (Coding · Observability)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/assessment (Assessment: Coding · Observability)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/logs-traces-metrics-and-events (Logs, traces, metrics, events)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/reproduction-steps-and-minimal-failing-cases (Reproduction steps)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/frontend-debugging-with-console-and-network (Console and network)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/edge-function-debugging (Edge functions)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/database-debugging-rls-schema-and-timeouts (Database: RLS and schema)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/dead-letters-replay-and-ops-alerts (Dead letters and replay)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/chat-formatting-incidents-and-regression-corpus (Chat formatting incidents)
- https://agentsmith.ch/academy/courses/coding-observability-and-incidents/lessons/runbooks-and-the-contracts-manifest (Runbooks and contracts)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling (Coding · Performance)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/assessment (Assessment: Coding · Performance)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/bundle-size-and-performance-budgets (Bundle size and budgets)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/lazy-loading-and-code-splitting (Lazy loading)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/render-performance-and-ui-work (Render performance)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/database-indexing-and-query-performance (DB indexing and queries)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/large-files-and-typescript-server-memory (Large files and tsserver)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/refactoring-and-dependency-hygiene (Refactor and dependencies)
- https://agentsmith.ch/academy/courses/coding-performance-and-scaling/lessons/dead-code-detection-and-scaling-habits (Dead code and scaling habits)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates (Coding · DevOps)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/assessment (Assessment: Coding · DevOps)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/local-preview-and-production-environments (Environments)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/local-dev-preview-and-production-builds (Dev, preview, prod builds)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/lovable-github-sync-and-release-surfaces (Lovable and GitHub sync)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/migrations-types-and-schema-cache (Migrations and types)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/edge-function-deploys-secrets-and-cron (Edge, secrets, cron)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/production-gates-and-release-evidence (Release gates)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/rollback-and-operational-checklists (Rollback and checklists)
- https://agentsmith.ch/academy/courses/coding-devops-and-release-gates/lessons/integrations-oauth-stripe-agent-host-and-the-public-sync-pipeline (Integrations tour)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer (Coding · Capstone)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/assessment (Assessment: Coding · Capstone)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-explain-the-app-from-browser-to-database (Browser → database)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-trace-one-route-and-data-flow (Trace a route)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-add-a-small-ui-feature-safely (Small UI feature)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-design-a-database-backed-feature-with-migration-and-rls-plan (DB feature + RLS)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-debug-failing-ai-chat (Debug AI chat)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-design-a-new-agent-skill-with-safety-gates (Agent skill safety)
- https://agentsmith.ch/academy/courses/coding-capstone-platform-engineer/lessons/capstone-write-a-release-and-rollback-plan (Release + rollback)
- https://agentsmith.ch/news/welcome-agent-smith-news (A dedicated place for how Agent Smith evolves)

Not intended for indexing:
- /app
- /account
- /auth
- /share
- /platform

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Updated: 2026-05-04