Classes in This Track
Intro to Agents: 1-Day Intensive
🖥️A few installs🔵Solo coding
- Build the loop that makes an agent an agent — think, act, observe, iterate
- Write system prompts as job descriptions, not personality quizzes
- Give agents tools and memory (RAG) — search, not magic
- Build your own agent framework in ~140 lines, understanding every one
- Orchestrate a swarm of agents that outwork you
Context Engineering
💻💪 Capable or 💵 subscription🟣Pro engineering
- Engineer the full context lifecycle — what goes in, why, budget, persist, defend
- Build a FAISS vector store and RAG retrieval from scratch
- Compress long docs with summarization pipelines and sliding-window management
- Give agents a 5-tier hierarchical memory that persists
- Red-team your context — beat 10+ jailbreak/injection attacks, add Constitutional AI
Production Agent Engineering
🖥️A few installs🟣Pro engineering
- Gate quality with a generator-critic loop — refuse to ship below your bar
- Orchestrate long-running agents by goal — poll for stalls, cap turns, kill infinite loops
- Trace every hop of a multi-agent run — who did what, where it broke, what it cost
- Guardrail your swarm — validate I/O, fence tool access, keep a human in the loop
- Build an agent that builds agents — a reusable library that loads MCP tools on demand
Intro to Agents: 1-Day Intensive
🖥️A few installs🔵Solo coding
- How to build agents using the ReACT pattern (Reason, Act, Observe)
- Request-response agents with Claude Agent SDK and OpenAI Agents SDK
- RAG implementation with FAISS and pgvector for retrieval
- Building your own minimal agent framework (~140 lines of code)
- Multi-agent coordination patterns (sequential, parallel, hierarchical)
- Framework comparison: Autogen, LangGraph, OpenAI Swarm
- When to use agents vs. simple prompts and common pitfalls
Context Engineering
💻💪 Capable or 💵 subscription🟣Pro engineering
You'll learn to build prompts and agentic applications with Python, master context engineering techniques, and develop advanced AI integration skills for technical applications.
Agentic SDLC
🖥️A few installs🔵Solo coding
- How to automate the entire SDLC with AI agents
- Techniques for making AI agents feel natural in your workflow
- Moving beyond test generation to full process automation
- Strategies for shipping well-tuned processes instead of org charts
- How to avoid common pitfalls when integrating AI into development
Agentic SDLC
🖥️A few installs🔵Solo coding
- How to automate the entire SDLC with AI agents
- Techniques for making AI agents feel natural in your workflow
- Moving beyond test generation to full process automation
- Strategies for shipping well-tuned processes instead of org charts
- How to avoid common pitfalls when integrating AI into development
Agentic SDLC: Ship Software with AI Agent Teams
🖥️A few installs🔵Solo coding
- Turn a brain dump into a phased, spec-driven roadmap — you decide what ships
- Run autonomous agents behind a test pipeline nothing merges past
- Orchestrate a team of specialist agents working in parallel
- Stay the senior engineer — gate every output with checklists + security review
- Ship real software from your phone, with agents that self-correct
Agentic SDLC
🖥️A few installs🔵Solo coding
- How to automate the entire SDLC with AI agents
- Techniques for making AI agents feel natural in your workflow
- Moving beyond test generation to full process automation
- Strategies for shipping well-tuned processes instead of org charts
- How to avoid common pitfalls when integrating AI into development
Agentic SDLC
🖥️A few installs🔵Solo coding
- How to automate the entire SDLC with AI agents
- Techniques for making AI agents feel natural in your workflow
- Moving beyond test generation to full process automation
- Strategies for shipping well-tuned processes instead of org charts
- How to avoid common pitfalls when integrating AI into development
Intro to Open Source Software
🖥️A few installs🟡Guided coding
Download and use alternative, free versions of popular software, including business tools, email, and other stuff you don't need to pay anyone for.
Intro to Open Source Software
🖥️A few installs🟡Guided coding
Download and use alternative, free versions of popular software, including business tools, email, and other stuff you don't need to pay anyone for.