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AIAugust 202612 min read

Autonomous Agent Prompt Design: Tiny Commits That Land

Why an open-ended daily brief produces zero commits, and the numbered procedure — first commit by turn six, land by turn thirty — that produced merged PRs.

DevOpsAugust 202611 min read

A Deterministic Merge Gate for a Self-Merging AI Agent

Letting an agent merge its own pull requests safely: a pre-tool hook that blocks the merge if the test count dropped or tests were skipped to go green.

AIAugust 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.

AIAugust 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.

AIAugust 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.

AIAugust 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.

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