developer tools
QUERY = 'contents'; CATEGORY = 'developer-tools' // 24 rows
Context Engineering for AI Coding Agents: From Static Documents to a Living Ecosystem
CLAUDE.md and architecture.md are not enough. A four-layer context engineering ecosystem combining semantic code search, knowledge base, decision governance, and learning loops. Based on real project experience.
wget, Wget2 and Modern File Downloading
A comprehensive guide from wget fundamentals to Wget2's multi-threaded architecture, HTTP/2 support to TLS 1.3 security, bot protection strategies to curl comparison and Python subprocess integration.
Crontab, Cron Jobs and Modern Scheduled Tasks
A comprehensive guide to scheduled tasks, spanning from crontab fundamentals to systemd timers, Cloudflare Workers Cron Triggers to Inngest, AI agent heartbeat patterns to MCP integration.
rsync, Security Vulnerabilities and Modern File Synchronization
A comprehensive guide from rsync fundamentals to 2025 security vulnerabilities, modern flags to alternatives like rclone and Syncthing, and file synchronization in AI/ML workflows.
Why Hooks Matter: 4-Layer Workflow Automation
How do you automate repetitive tasks with Claude Code's hook system? Auto-format, context enrichment, WIP persistence, and standalone agent bridge. A problem-driven approach with real results.
Decision Gate v2: Multi-AI Spec Tribunal
Is a single AI's evaluation sufficient? An open-source Claude Code skill that runs the Decision Gate framework with multiple independent AIs in adversarial mode: /court. Add Gemini and Kimi as jurors, prevent rubber-stamping.
Why AI Agents Break Files: Practical Strategies and Tests
I benchmarked 5 file editing approaches used by AI coding agents across 20 scenarios. Sequential Edit, Atomic Write, Bottom-up Edit, Script Generation, and Unified Diff, which works when?
Why LLMs Fail at Turkish Characters: A Deterministic Fix with Claude Code
Large language models systematically drop Turkish diacritics (ç, ğ, ı, ö, ş, ü) during long-form content generation. The development process behind a zero-token-cost Claude Code plugin that solves this.
RAG Chunking: Strategies, Limitations, and Decision Map
A comprehensive guide to text chunking strategies in RAG systems. 12 different approaches, limitations, multilingual support, and a scenario-based decision table.