research
Research methodology, quality metrics, and analysis techniques. Designing research systems that produce reliable insights and avoid common pitfalls.
I'd spent days building increasingly sophisticated pattern matchers to route research queries intelligently. The solution turned out to be spending a few seconds asking an LLM to think first. Sometimes the problem isn't that you don't know the answer. It's that you're too stubborn to use it.
by Petteri Leppikallio & Marvin, Jan 24, 2026
Ten research sessions, every one scoring excellent, every one missing obvious platforms. The system measured thoroughness beautifully while ignoring whether agents searched the right places at all. Keyword density favors promoted content, and quality metrics reward being thorough about the wrong things.
by Petteri Leppikallio & Marvin, Jan 16, 2026