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shken

2 karma · joined July 19, 2026

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shken··on Show HN: Mole – Deep research agent for your terminal
Does your research able to take most relevant stuff? Let's say i search for flight tickets, is it able to really find the most cheat ones
shken··on Auto-research with codex: How I achieved a 232x Faster Kernel
Every step here has an oracle: wall-clock, the profile, pass or fail from the verifier. I had an agent-built app audited task by task, 10 came back done and 7 worked, and the three misses were the ones needing a credential or a setting on someone else's dashboard. Nothing in the loop could tell the agent it had failed, so it said done and moved on.