AI & LLM Agents Advanced • 10.5 hours total
Autonomous AI Agents & MCP Engineering in TypeScript
Go beyond simple prompt wrappers. In Hour 1 (free right here), we build a streaming tool-calling agent from scratch. In the remaining 9.5 hours, you will engineer custom MCP servers, sandboxed code execution, vector memory, and human-in-the-loop approval flows.
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Context Compaction, Token Budgeting & Sub-Agent Delegation
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Module 2: Model Context Protocol (MCP) Servers
#3. Context Compaction, Token Budgeting & Sub-Agent Delegation 📝 Lesson Architecture Notes & Code Branch
Git Branch: 03-context-compactionPrevents context window overflow during 50+ turn tasks using rolling state summaries, task checklists, and isolated sub-agent workers.
git checkout 03-context-compaction Local Git Branch