Claudecode
23 articles about claudecode.
668K Line Codebase Multi-Agent Orchestration - Solving File Conflicts
How to coordinate multiple AI agents working on a large codebase simultaneously. Directory ownership, file locks, and strategies for preventing destructive
Agent Teams vs Dedicated Concurrency - Orchestration or Tmux Sessions
Should you use agent team orchestration or just run 5-6 sessions in tmux? Decomposition matters more than the coordination method. Here's what works.
Using AI Agents as Code Reviewers with Custom Review Checklists
How to set up Claude Code as a code reviewer using custom slash commands and review checklists - catching bugs, enforcing standards, and scaling code review.
AI Agents Sending Emails - Browser Automation vs API Integration
Comparing two approaches to sending emails with AI agents - direct browser automation opening Gmail vs API integration with services like Resend, and when
The Simplest Way to Log Parallel Sub-Agent Conversations
When running 5+ AI agents in parallel with an orchestrator, having each sub-agent write its conversation to a file is the most reliable logging approach.
Why Token Limits Never Add Up When Running Parallel AI Agents
Running parallel agents on a macOS app build reveals that token math is misleading. Context overhead, compiler loops, and shared file reads consume far more
Using Multiple LLMs for Multi-Agent Workflows - Orchestration Patterns That Work
How to run multi-agent workflows with different LLMs for different subtasks. Claude as orchestrator, specialized models for specific jobs, and env var
Persistent Memory and Multi-Model Contamination in AI Agents
When AI agents use multiple models, memory and attribution get messy. Learn how multi-model contamination happens and strategies for tracking which model
Scheduling AI Agent Jobs on macOS - Launchd vs Cron for Reliability
Why launchd beats cron for scheduling AI agent tasks on macOS. Better crash recovery, system integration, and reliability for automated workflows.
Memory of a Goldfish - Solving Mid-Conversation Context Drift in AI Agents
How to fix mid-conversation context drift in AI agents using anchoring techniques, CLAUDE.md files, periodic re-grounding, and structured task tracking.
When Sonnet Outperforms Opus - Choosing the Right AI Model Tier
Sonnet vs Opus for coding tasks - when the cheaper, faster model actually produces better results. A practical guide to model tier selection for daily
Telegram Bridge for Claude Code - Access Your AI Agent from Your Phone
How to set up remote access to Claude Code agents from your phone using Telegram bots, SSH tunnels, and mobile workflows for coding on the go.
Tips for Secondary Models - When to Use Haiku vs Opus in AI Agents
Choosing the right model tier for different AI agent tasks saves money without sacrificing quality. Learn when to use cheap models like Haiku and when to
Why Building a Native macOS App Burns Through AI Tokens So Fast
Parallel agents, Swift compiler strictness, and accessibility tree parsing all contribute to massive token consumption when building native desktop apps
Building Voice Control Into a macOS App With Native Speech Recognition
Instead of relying on external voice mode tools that break across terminal emulators, building voice control directly into your macOS app using native
Voice Mode Is Useless Until It Runs On-Device with WhisperKit
Why cloud-based voice modes feel broken, and how WhisperKit provides a free SuperWhisper alternative for on-device speech recognition on Mac.
Parsing Claude Code's JSONL Format for macOS Dev Tools
Building developer tools that read Claude Code's local conversation logs means figuring out the JSONL format - conversation turns, tool calls, and file
Accessing Claude Code Previous Sessions via JSONL Transcripts
Where Claude Code stores previous session transcripts as JSONL files, how to find them in ~/.claude/projects/, and practical tips for parsing and reusing
MCP Tool Responses Are the Biggest Context Hog - How to Compress Them
MCP server tool responses silently eat your context window. Here is how to compress accessibility tree data and other MCP outputs before they fill your
Claude Code MEMORY.md Gets Truncated After 200 Lines - How to Fix It
The native Claude Code MEMORY.md index file gets truncated after about 200 lines, causing newer memories to be ignored. Here is how to work around it.
Why We Build AI Tools with SwiftUI Instead of Electron
Native macOS apps feel right - proper keyboard shortcuts, menu bar integration, system notifications. Electron apps are cross-platform but feel foreign on
Why Scoped 50K Context Agents Outperform One Million Token Context
One million token context windows sound impressive, but scoped agents with 50K context each consistently outperform a single giant context for real
Tmux and Terminal Review Tools for Parallel AI Agents
Using tmux integration and terminal review tools for instant feedback loops when running multiple AI agents in parallel on the same codebase.