A lazy engineer's workspace.
Troubleshooting notes and trial-and-error records from keeping up with new tools — AI agents, Obsidian plugins, and dev tooling. Thanks for stopping by!
Recent Posts
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My AI agent fact-checked a blog draft against a memory summary and nearly rewrote a true story
I had an AI agent fact-check a blog draft, and it used its summary memory to change a correct anecdote into a wrong one. Raw Honcho conversation logs caught it.
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Judging broken sentences with Decisions API and Jev gave four times the false positives
I had OpenAI Decisions API and Jev judge LLM-edited notes for broken sentences. They flagged ~4x more normal notes than gpt-6-luna; split questions backfired.
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When an LLM removed duplicates from my notes, the remaining sentences lost what they pointed to
Removing note duplicates with an LLM left 'this technology stack' and 'also' pointing at nothing. I stopped adding code rules and had an LLM judge each edit.
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My LLM note-merge test passed, but the fixed code never ran once
I fixed an LLM note-merge bug in my Obsidian plugin and reran it on real notes. It passed, but the fixed code never ran until I restored the pre-merge state.
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I deleted the wrong example from my LLM note-merge rule, but the rule stayed
My Obsidian plugin's LLM rule for merging duplicate notes blocked even same-product notes. I traced it, tested real merges, and adopted Karpathy's LLM Wiki.