Study content

ai-agent-course/ └── modules/ ├── module-01-prompting-tool-use │ ├── lesson-01-prompt-types-techniques │ ├── lesson-02-react-basics │ ├── lesson-03-chain-of-thought-clarity │ ├── lesson-04-tool-function-calling │ ├── lesson-05-context-window-tokens │ ├── lesson-05b-context-engineering-practice │ ├── lesson-06-context-optimization-checklist │ └── lesson-06-professional-prompt-management ├── module-02-single-agent-loop-reliability │ ├── lesson-01-agent-harness-anatomy │ ├── lesson-02-iteration-limits-stopping-conditions │ ├── lesson-03-scratchpad-state-tracking │ ├── lesson-04-compact-summarize │ └── lesson-05-agent-vs-automation-vs-llm ├── module-03-planning-tdd-evals │ ├── lesson-01-plan-first-execution │ ├── lesson-02-tdd-with-agents │ ├── lesson-03-evaluation-rubrics │ └── lesson-04-diff-review-audit ├── module-04-multi-agent-orchestration │ ├── lesson-01-delegation-design │ ├── lesson-02-subagents-role-contract │ ├── lesson-03-specialization-planner-coder-reviewer │ ├── lesson-04-sequential-vs-parallel-orchestration │ ├── lesson-05-human-in-loop-checkpoints │ └── lesson-06-failure-recovery ├── module-05-memory-rag-mcp-observability │ ├── lesson-01-memory-strategy │ ├── lesson-02-rag-fundamentals │ ├── lesson-03-mcp-integration-basics │ ├── lesson-04-agent-observability │ └── lesson-05-skills-ecosystem-deep-dive ├── module-06-guardrails-permissions-safe-ops │ ├── lesson-01-guardrail-design │ ├── lesson-02-permission-modes │ ├── lesson-03-validation-gates │ ├── lesson-04-rules-skills │ ├── lesson-05-isolation-worktrees │ ├── lesson-06-skills-sh-crash-course │ └── lesson-07-hooks-sound-effects ├── module-07-frameworks-model-routing │ ├── lesson-01-framework-comparison │ ├── lesson-02-scale-async-patterns │ ├── lesson-03-model-routing │ ├── lesson-04-token-cost-governance │ └── lesson-05-alibaba-ai-coding-plan ├── module-08-n8n-production-automation │ ├── lesson-01-n8n-workflow-building-blocks │ ├── lesson-02-credentials-security-hygiene │ ├── lesson-03-reliability-patterns │ └── lesson-04-client-ready-automation-delivery ├── module-09-personal-life-ai-os │ ├── lesson-01-weekly-planning-system │ ├── lesson-02-personal-finance-automation │ ├── lesson-03-inbox-admin-triage │ └── lesson-04-habits-health-consistency ├── module-10-content-automation-systems │ ├── lesson-01-ai-image-generation │ ├── lesson-02-ai-video-generation │ ├── lesson-03-integrated-media-workflows │ ├── lesson-04-engagement-optimization │ └── lesson-05-content-repurposing-scale ├── module-11-career-differentiation-interview-mastery │ ├── lesson-01-career-narrative-design │ ├── lesson-02-resume-linkedin-evidence │ ├── lesson-03-ai-era-interview-simulation │ └── lesson-04-portfolio-packaging-job-ops └── module-12-ai-infrastructure-tooling ├── lesson-01-anthropic-api-direct ├── lesson-02-openrouter ├── lesson-03-alibaba-cloud ├── lesson-04-local-gpu-ollama ├── lesson-05-cloud-providers ├── lesson-06-decision-framework ├── lesson-07-integrated-workspace ├── lesson-08-remote-gpu-tailscale ├── lesson-09-hands-on-complete-setup └── lesson-10-openclaw