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techprojectpi-mono Deep Dive

pi-mono Deep Dive 6: Tool System — 8 Core Tools, Factory Pattern, Parallel/Sequential Execution, Before/After Hooks Interception

Complete analysis of pi-coding-agent's 8 core tools: ToolDefinition (for LLM) vs AgentTool (execution logic), createToolDefinition/createTool Factory, executionMode determines parallel/sequential, beforeToolCall/afterToolCall interception chain, withFileMutationQueue serializes file writes, truncateHead/Line/Tail output truncation, read/write/edit/bash/grep/find/ls/powershell implementation details.

#pi#coding-agent#ai-tools#cli#open-source#typescript#tool-system#parallel-execution#hooks#file-mutation-queue
techdeep-diveClaude Code Deep Dives

Claude Code Agent Teams in Practice: Team Lead, Point-to-Point Messaging, and a Shared Task Board

Agent Teams lets multiple full Claude Code sessions work as one team: a team lead assigns work while teammates each run their own context window, coordinating through point-to-point messaging and a shared task list. This post covers the three key differences from sub-agents, the trade-off between teammateMode display modes, and why token cost scales linearly with team size.

#claude-code#agent-teams#multi-agent#parallel-execution#ai-agent#dx