#AI Agents

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Posts tagged #AI Agents

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LatestJune 05, 202610 min read

Better diff rendering in coco, courtesy of tree-sitter

The regex-based structural diff extractors landed and worked – then hit a ceiling regex was never going to clear. Here’s how coco’s diff pipeline actually moved onto tree-sitter: sharper structural context for commit messages, a layered regex fallback, lazy-loaded grammars – plus the bonus the same parser bought us, syntax-highlighted diffs in the Workstation.

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Featured image for One Folder, Many Projects: How Nested Git Repos Unlocked My Agentic Workflow

May 03, 20268 min read

One Folder, Many Projects: How Nested Git Repos Unlocked My Agentic Workflow

A small filesystem tweak that turned my open source projects into a single workspace my agents can actually reason about. Nested git repos, a centralized orchestrator, and a documentation loop that finally stays in sync.

Featured image for From a helper script to an agent-first deploy toolkit: building Strut

April 14, 20269 min read

From a helper script to an agent-first deploy toolkit: building Strut

A client needed help managing a few VPSes, so I wrote a small bash script. Three rewrites and 21 releases later, it’s Strut: an open-source CLI for deploying Docker stacks anywhere there’s SSH, built agent-first for the way I actually code now.

Featured image for When Exit 0 Is a Lie: Debugging Kiro’s Terminal Blackouts

June 25, 202610 min read

When Exit 0 Is a Lie: Debugging Kiro’s Terminal Blackouts

Every guide blames a fancy zsh prompt when your AI coding agent cannot read the terminal. So I deleted mine, then deleted bash too, and the commands still were not running. Here is where the trail actually led.

Featured image for How Kiro Holds My Project in Its Head: A Sunday Session in About an Hour

June 28, 202611 min read

How Kiro Holds My Project in Its Head: A Sunday Session in About an Hour

A Sunday backlog on coco that should have eaten the whole day took about an hour. Not because the AI wrote my code, but because steering files and specs meant it already knew the project instead of me re-explaining it every session. Here is what is in mine, and what I left out.

May 16, 202616 min read

Cybernetic enhancement, light speed, and the new purity of dopamine

A weekend alone. Four projects. 222 commits in a single day. An honest look at what agentic coding is doing to my attention, what wisdom still costs, and how I am trying to stay balanced at light speed.