AI Workflows
Recovering from a runaway agent: rollback patterns
Sometimes an agent goes way past scope and modifies things it shouldn't have. Here's the rollback playbook — git-based, fast, low-stress.
Honam Kang4 min
Posts tagged #workflow
11 posts
AI Tools
Claude Code memory without polluting global config
Claude Code's memory feature is powerful but easy to misuse. The pattern that scales — what to put in global memory, what to put per-project, what to never persist.
Honam Kang6 min
AI Workflows
Daily standup with AI: how I report what 5 agents did overnight
Five parallel agents produce a lot of output. The trick is summarizing what mattered without reading every commit. Here's the daily routine.
Honam Kang5 min
AI Tools
cmux multi-session setup: running 5 AI agents in parallel without losing your mind
cmux turns one terminal window into a tile of independent agent sessions. Here's how to wire it up, name your sessions, and integrate it with a file manager so context never gets lost.
Honam Kang3 min
AI Workflows
Session naming conventions that survive 100 sessions
Naming AI sessions feels trivial until you have 50 of them. The convention that scales — and the patterns that break.
Honam Kang5 min
AI Workflows
Templates for AI projects: the bootstrap files that save hours
Every new AI project needs the same handful of bootstrap files. Skipping them costs an hour each session. Here are the seven templates that pay back immediately.
Honam Kang4 min
AI Workflows
Reading an unfamiliar codebase with an LLM (a 4-step process)
Inheriting code is easier with an LLM if you ask the right questions in the right order. The 4-step process that surfaces the architecture in under an hour.
Honam Kang5 min
AI Workflows
A 4-pane workflow for LLM research: source, references, scratchpad, output
When you're using an LLM to read papers, summarize sources, and write a synthesis, four file-manager panes beat 14 browser tabs. Here's how to wire it up.
Honam Kang4 min
AI Workflows
How to write a CLAUDE.md that actually helps the agent
CLAUDE.md is the most-undervalued AI productivity tool. A good one saves hours per week; a generic one is dead weight. Here's what makes the difference.
Honam Kang4 min
AI Workflows
Organize your AI prompts on disk: a flat library, version-controlled, reusable
Stop pasting the same instructions into every chat. Here's a battle-tested layout for a personal prompt library that you can grep, version-control, and share between Claude Code, Cursor, and Codex.
Honam Kang4 min
AI Workflows
How to organize Claude Code projects on macOS (a workflow that survives 10 sessions)
A directory layout, naming convention, and pane-routing strategy for running multiple Claude Code sessions on macOS without losing your place.
Honam Kang5 min