... prod, you shouldn't get an alert and a spike on a dashboard. You should get the answer: what went wrong, why, and what to change. Not a debugging exercise. Not manual. Not broken by every model update. Today Prefactor lets you: Evaluate agents in development using production or synthetic data. Bring your own evals or use Prefactor

... Prefactor finished #1 Product of the Day, and the response has been ridiculous. To celebrate, anyone who signs up by Sunday and connects an agent will receive 1 million free spans. Prefactor

... Comment from Matt Doughty(@matt_doughty): @thenameisarian  Ultimately, the owner of the agent is its parent/ engineer. If a piece of software broke because of bad engineering, the engineer would be responsible. There is no difference here. What Prefactor does is allow you to define what good looks like, what bad looks like, and then catch drift when either of those outcomes are not lined up. The idea of an agent not having an owner because its non-deterministic ... ... this agent do at all. consent-of-record is the runtime layer above it: who signed the specific instance that fell within the contract. contracts are policy. consent is instance-level accountability. both matter and they compose. curious about prefactor

... transfer. Comment from Anastasiia(@alieksia): @artk   @matt_doughty   That layering is the interesting part. To be honest I'm not sure our idea fits directly, but the approach is similar. I will take a look at Prefactor. Comment from Anastasiia(@alieksia): @matt_doughty  An LLM-writer holds the rules for how an article should be written, and a separate LLM-reviewer has its own prompt for what to check. The reviewer sends back concrete notes and they ... ... Matt Doughty(@matt_doughty): @artk   @alieksia  I think that if there is a way to reduce token cost and make, taking action even more valuable. Then there absolutely is value. Full disclosure, I am the founder of Prefactor