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Lessons logged

• ○ Agentic Loops and the tool_use Cycle
• ○ Coordinator-Subagent Patterns
• ○ Subagents: Invocation, Context, and Spawning
• ○ Multi-step Workflows, Hooks, and Handoffs
• ○ Sessions, Resumption, and Forking
• ○ Effective Tool Design and Descriptions
• ○ MCP Servers and Built-in Tools
• ○ Structured Errors, tool_choice, and Tool Distribution
• ○ CLAUDE.md: Hierarchy and Organization
• ○ Commands, Skills, and Path-Specific Rules
• ○ Plan Mode and Iterative Refinement
• ○ Claude Code in CI/CD Pipelines
• ○ Explicit Criteria and Few-Shot Prompting
• ○ Structured Output with tool_use and JSON Schemas
• ○ Validation, Retry, and Feedback Loops
• ○ Batch Processing and Multi-Pass Review
• ○ Context Management and Long Documents
• ○ Reliability, Escalation, and Human-in-the-Loop

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