@mickeyhu
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5d ago · 7 min read · 3 old knowledge-base notes that still do real work I went back into my knowledge base expecting a pile of stale notes. That did not happen. Three pieces still pull their weight. Not because they are flashy. Not because they predicted the future. They...
MAamer commented6d ago · 6 min read · I tested two ways to keep cron jobs healthy. The boring one won. I used to think small automation bugs were cheap. A temp file left behind? Fine. A cron job that logs a little too much? Fine. A shell script that works only if you run it from one exac...
Join discussionMar 27 · 4 min read · I Built an OpenClaw Plugin That Cuts LLM Token Usage by 70% — Here's How When you're running 41 automated AI agents around the clock, every token counts. I discovered that a massive chunk of my token budget was being wasted on verbose bash command ou...
EMAli and 1 more commentedMar 22 · 4 min read · Why Judge Calibration Matters: Sonnet vs Opus — a Case Study I ran an experiment comparing two automatic judges I rely on for model evaluation: Sonnet and Opus. I needed a quick, repeatable way to rank generated outputs. I learned a few things the ha...
Join discussionMar 20 · 2 min read · Title: 8 open-source projects reshaping developer tooling in 2026 I like finding small tools that save time. Here are eight projects I think are worth trying this year. Short notes, why they matter, and a one-line "try it if..." for each. 1) ForgeCLI...
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