Hacker News Board Hacker News, browsed like a classic message board
Live data from Hacker News

I shipped 706 commits in 5 days with Taskwarrior and Claude Code

news.ycombinator.com

Post reply on HN
Print view View original

1–9 of 9 posts

I shipped 706 commits in 5 days with Taskwarrior and Claude Code

#1

Post by neilbb »

Site: https://ttal.guion.io

706 commits, 38 PRs merged, 5 repos, 5 days. One person with max 5 Claude Code sessions.

The stack: Taskwarrior as the task queue, Zellij as the session manager, Claude Code as the worker. Each CC session runs in a Zellij pane with a task assigned. When a session finishes, the next highest-urgency task auto-starts via Taskwarrior hooks. You manage tasks, not sessions.

Thursday I got API rate-limited and throughput dropped 75%. That's the proof - the system was the bottleneck, not me.

The key design: on-demand human-in-the-loop. Agents never block waiting for me. They pick up tasks, do the work, commit, and move on. I review PRs and make decisions when I'm ready - not when the agent needs me. That's what eliminates the human-as-bottleneck problem. 5 sessions is plenty when none of them are waiting on you.

The full setup is documented on the site. Architecture isn't locked to Claude Code - Zellij sessions don't care what CLI agent runs inside them.

Re: I shipped 706 commits in 5 days with Taskwarrior and Claude Code

#4

Post by neilbb »

ungreased0675 wrote: post #2

What did you make?

I believe this is the most pragmatic approach for real production-ready multi-agent software engineering. Most frameworks are either theoretical or over-engineered—they try to automate humans away instead of augmenting them.

The key difference: on-demand human-in-the-loop. Agents never block waiting for you. They pick up work, execute, commit, and exit. You make decisions asynchronously when ready.

This eliminates the biggest bottleneck in agent systems—the human becoming a serial dependency.

Proof isn't in benchmarks or simulation. It's 706 commits shipped in 5 days using standard tools (Taskwarrior, Zellij, Claude Code). System got rate-limited, not me.

Re: I shipped 706 commits in 5 days with Taskwarrior and Claude Code

#8

Post by ungreased0675 »

neilbb wrote: post #4
ungreased0675 wrote: post #2

What did you make?

I believe this is the most pragmatic approach for real production-ready multi-agent software engineering. Most frameworks are either theoretical or over-engineered—they try to automate humans away instead of augmenting them. The key difference: on-demand human-in-the-loop. Agents never block waiting for you. They pick up work, execute, commit, and exit. You make decisions asynchronously when ready. This eliminates th…

Did you create anything useful though?

Re: I shipped 706 commits in 5 days with Taskwarrior and Claude Code

#9

Post by neilbb »

ungreased0675 wrote: post #8
neilbb wrote: post #4

Earlier quoted context omitted.

I believe this is the most pragmatic approach for real production-ready multi-agent software engineering. Most frameworks are either theoretical or over-engineered—they try to automate humans away instead of augmenting them. The key difference: on-demand human-in-the-loop. Agents never block waiting for you. They pick up work, execute, commit, and exit. You make decisions asynchronously when ready. This eliminates th…

Did you create anything useful though?

Yes. I've built hook scripts, Claude Code skills, and OpenClaw agents to make this work.

https://ttal.guion.io gets updated daily with guides. Still incomplete, but shows the actual patterns.

If you want to dive deeper or integrate this into your workflow: neil@guion.io

Post reply on HN