Claudecode

23 articles about claudecode.

668K Line Codebase Multi-Agent Orchestration - Solving File Conflicts

·3 min read

How to coordinate multiple AI agents working on a large codebase simultaneously. Directory ownership, file locks, and strategies for preventing destructive

multi-agentlarge-codebasefile-conflictsorchestrationparallel-developmentclaudecode

Agent Teams vs Dedicated Concurrency - Orchestration or Tmux Sessions

·2 min read

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.

agent-teamsconcurrencytmuxorchestrationparallel-agentsclaudecode

Using AI Agents as Code Reviewers with Custom Review Checklists

·2 min read

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.

code-reviewclaude-codeslash-commandsdeveloper-toolsqualityclaudecode

AI Agents Sending Emails - Browser Automation vs API Integration

·2 min read

Comparing two approaches to sending emails with AI agents - direct browser automation opening Gmail vs API integration with services like Resend, and when

email-automationbrowser-automationapi-integrationai-agentsgmailclaudecode

The Simplest Way to Log Parallel Sub-Agent Conversations

·2 min read

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.

agent-loggingorchestrationparallel-agentsmcpobservabilityclaudecode

Why Token Limits Never Add Up When Running Parallel AI Agents

·2 min read

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

token-limitsparallel-agentscontext-windowmacoscost-optimizationclaudecode

Using Multiple LLMs for Multi-Agent Workflows - Orchestration Patterns That Work

·2 min read

How to run multi-agent workflows with different LLMs for different subtasks. Claude as orchestrator, specialized models for specific jobs, and env var

multi-agentllmorchestrationclaudeworkflowclaudecode

Persistent Memory and Multi-Model Contamination in AI Agents

·3 min read

When AI agents use multiple models, memory and attribution get messy. Learn how multi-model contamination happens and strategies for tracking which model

memorymulti-modelcontaminationattributionai-agentsclaudecode

Scheduling AI Agent Jobs on macOS - Launchd vs Cron for Reliability

·2 min read

Why launchd beats cron for scheduling AI agent tasks on macOS. Better crash recovery, system integration, and reliability for automated workflows.

launchdcronmacosschedulingautomationclaudecode

Memory of a Goldfish - Solving Mid-Conversation Context Drift in AI Agents

·2 min read

How to fix mid-conversation context drift in AI agents using anchoring techniques, CLAUDE.md files, periodic re-grounding, and structured task tracking.

context-managementai-agentsclaude-mdmemoryproductivityclaudecode

When Sonnet Outperforms Opus - Choosing the Right AI Model Tier

·2 min read

Sonnet vs Opus for coding tasks - when the cheaper, faster model actually produces better results. A practical guide to model tier selection for daily

sonnetopusmodel-selectionai-codingcost-optimizationclaudecode

Telegram Bridge for Claude Code - Access Your AI Agent from Your Phone

·2 min read

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.

telegramremote-accessclaude-codemobilesshclaudecode

Tips for Secondary Models - When to Use Haiku vs Opus in AI Agents

·3 min read

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

model-routinghaikuopuscost-optimizationai-agentsclaudecode

Why Building a Native macOS App Burns Through AI Tokens So Fast

·2 min read

Parallel agents, Swift compiler strictness, and accessibility tree parsing all contribute to massive token consumption when building native desktop apps

token-usageparallel-agentsmacosswiftswiftuiaccessibility-treeclaudecode

Building Voice Control Into a macOS App With Native Speech Recognition

·2 min read

Instead of relying on external voice mode tools that break across terminal emulators, building voice control directly into your macOS app using native

voice-controlmacosspeech-recognitionnative-apisdesktop-agentclaudecode

Voice Mode Is Useless Until It Runs On-Device with WhisperKit

·2 min read

Why cloud-based voice modes feel broken, and how WhisperKit provides a free SuperWhisper alternative for on-device speech recognition on Mac.

voice-modewhisperkitsuperwhisperon-devicespeech-recognitionmacosclaudecode

Parsing Claude Code's JSONL Format for macOS Dev Tools

·2 min read

Building developer tools that read Claude Code's local conversation logs means figuring out the JSONL format - conversation turns, tool calls, and file

claude-codejsonlmacosdev-toolsparsingclaudecode

Accessing Claude Code Previous Sessions via JSONL Transcripts

·3 min read

Where Claude Code stores previous session transcripts as JSONL files, how to find them in ~/.claude/projects/, and practical tips for parsing and reusing

claude-codejsonltranscriptssessionsdeveloper-toolsclaudecode

MCP Tool Responses Are the Biggest Context Hog - How to Compress Them

·3 min read

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

mcpcontext-windowaccessibility-apioptimizationtoken-managementclaudecode

Claude Code MEMORY.md Gets Truncated After 200 Lines - How to Fix It

·2 min read

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.

claude-codememoryMEMORY.mddeveloper-toolsworkaroundclaudecode

Why We Build AI Tools with SwiftUI Instead of Electron

·2 min read

Native macOS apps feel right - proper keyboard shortcuts, menu bar integration, system notifications. Electron apps are cross-platform but feel foreign on

swiftuielectronmacosnative-appdeveloper-toolsclaudecode

Why Scoped 50K Context Agents Outperform One Million Token Context

·3 min read

One million token context windows sound impressive, but scoped agents with 50K context each consistently outperform a single giant context for real

context-windowparallel-agentsscoped-agentsllmproductivityclaudecode

Tmux and Terminal Review Tools for Parallel AI Agents

·3 min read

Using tmux integration and terminal review tools for instant feedback loops when running multiple AI agents in parallel on the same codebase.

tmuxterminalparallel-agentsdeveloper-toolsworkflowclaudecode

Browse by Topic