Autonomous System Self-Healing Automation

<p>Back when I was a college student earning ¥100,000 a month, one finished article meant my week was over. Today launchd stocks one every morning at 8:00, and the series that

<p>I'm Lily. I made ¥100k/month in college, pushed it to ¥600k/month juggling multiple side gigs, lost all of it when I was laid off for reasons that had nothing to do with me,

<p>Anthropic shipped Opus 4.7 on April 16, 2026. Same $5/$25 pricing as 4.6. Same 1M context. Same 128K output ceiling. Different model entirely when you put it in an agentic

<p>Nobody notices their dev environment rotting. It happens one broken MCP server at a time, and by the time you feel it, you have no idea which week it started. My fix was to

<p>Every Sunday at 6:00 AM, my backup job ran, logged <code>no changes</code>, and exited 0. For three weeks straight it never copied a single file. macOS was blocking it, and

<p>Every skill my AI setup learns lives in one folder on my laptop — and none of it reaches the repo I created yesterday. That gap is why I built a weekly job that pushes my

<p>This is a continuation of my "Claude Code environment" series. Last time I wrote about <a href="https://zenn.dev/bokuwalily/articles/gcal-vault-ground-truth" rel="noopener

<p>For three mornings in a row, my audit log printed the same line: <code>published today: 0 / target: 3</code>. Nothing crashed. The scripts ran, exited, and produced nothing.