Catch a lying process
An agent that exits cleanly can still have done nothing, or done the wrong thing. You will stop treating a green status light as proof, and start checking the artifact itself.
Most people are taught to build agents. This is about running them: a governance layer over every agent you operate, and receipts for what each one actually did, what it cost, and whether its output checked out. If it cannot show its work, you do not ship it.
42
Lessons written
SRC: lessons/ directory count, 2026-083
Public proof repos
SRC: linked repository pages, checked logged-out 2026-08-2665
Mining batches of real incidents
SRC: BRAND-PLAN.md, 2026-08-25gpu-cpu-mutex, agent-time-ledger, and TreeTrace.
Read them before you join. Nothing here asks you to trust a screenshot.
“Yall never show proof just farming clicks.” A comment we built this whole offer to answer
“Who pays for all the LLM tokens? … I will sign up today.” The most requested missing number in agent education
An agent that exits cleanly can still have done nothing, or done the wrong thing. You will stop treating a green status light as proof, and start checking the artifact itself.
You will test outcomes the way the person depending on your agent experiences them, not the way the logs happen to look when the pipeline passed internally.
Before trusting any verification that passed, you will run it against input known to be bad. A check that cannot fail tells you nothing. You will make yours able to fail.
The first cohort is small and opens by invitation. Joining the list costs nothing and commits you to nothing.
The first cohort locks its membership rate permanently. When cohort two opens at a higher price, founding members stay where they started. There is no countdown timer on this page because there is no fake deadline: the rate changes only when a real cohort has come and gone.
Cohort 1 pricing never repeats. That is the whole mechanism.