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August 202612 min read

Give an Autonomous Coding Agent Memory: KNOWLEDGE + RAG

Three markdown files, a stdlib vector search and a reflection step: how a daily coding agent stopped repeating yesterday's mistakes and started compounding.

August 202612 min read

Claude Code MCP Server Setup: Scopes, Auth, Tool Budget

How to add MCP servers to Claude Code without wrecking your context window or your security posture: the three scopes, transports, tool search and trust.

August 202612 min read

Claude Code Context Window: Compaction and Token Control

Why a long Claude Code session gets expensive, what auto-compaction actually does, and the six habits that keep context small without losing the thread.

August 202611 min read

Claude Code in a Monorepo: Scoped CLAUDE.md and Skills

Layered memory files, directory-scoped skills, worktrees for parallel work and search that does not read the whole repo — running an agent in a large monorepo.

August 202612 min read

Claude Code Content Pipeline for a Bilingual Next.js Blog

How a 470-post bilingual blog is generated with Claude Code: a staging folder, a validate-then-write merge script, parity guards, and the day it half-merged.

Debugging a Production VPS Incident With Claude Code

DevOps

August 202612 min read

Debugging a Production VPS Incident With Claude Code

Using an AI agent during an incident without letting it make things worse: evidence before hypotheses, testing the origin not the CDN, and hooks that block.

Showing 115–120 of 594 posts

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