So you want to use OpenRouter?September 7, 2026Might seem simple on the face of it, but unfortunately it's pain all the way down.
How to make your agent do its own supportSeptember 5, 2026When an Olly user needs support, the agent asks permission, sends their issue and conversation to the team, and relays our reply in the same chat. Here's how we built that.
Put everything on a scale of 0-10August 1, 2026I open the weather app. 143 AQI. I don't know what that means. Oh, it's orange-red. I don't know what that means either.
Small Model ForensicsMay 13, 2026Claude and I made 2,000 API calls to nine small closed-weight models across three providers, discovering some interesting things about how providers scale...
No Safe RungDecember 28, 2025Everyone's telling the same story: AI eats juniors first, then works its way up. Nah. This framing assumes AI is climbing the seniority ladder. It isn't.
Cold Drinks and Paper CupsOctober 17, 2025If you go to any large coffee chain and order a hot drink they’ll serve it in a paper cup, but if you order a cold drink they’ll serve it in plastic. It’s so...
When Agents SuckJuly 11, 2024 · Talk, Arize ObserveDeploying LLM agents at scale, and keeping users happy when the models let you down. Slides from my talk at Arize Observe.