A rerun is not automatically a replay Running the same command twice does not prove that...
A rerun is not automatically a replay
Running the same command twice does not prove that the same execution happened twice.
The contract may have changed. A lockfile may have moved. CI may have selected another backend. A
live API may have returned different state. Even a green result can describe a different operational
world.
A repo can run and still be hard to trust. That sounds strange at first. If the app starts, the...
There is a quiet consensus forming about how to make an AI agent's output trustworthy: make it...
Why LLM agents are so hard to reproduce, why some of that nondeterminism is a feature you should not remove, and how record and…
The call-order change came back pass-with-risk. I read the recommendation, saw it had a name and a...
Some smart contract bugs scream at you. A missing onlyOwner, a reentrancy with the state update after...
My memory gate passed 16 out of 16 frozen cases. Then I blocked the article. Not because the run...
