DevOps — Tech News

Your Verifier Is a Confident Liar

The official judge said the agent succeeded 74% of the time. A better verifier said 38%. That gap — almost double the reported success rate — is not…

ai testing agents verification

Code: Megapixel99/canfail A CI guard that has never failed may be incapable of failing. A lint rule disabled by a config merge, a type check whose g…

verification python measurement

Give each fintech tenant a platform-owned subdomain first, and activate it from the platform's own DNS change. For a customer-owned hostname, run sc…

dns verification fintech

Code: Megapixel99/assay-checks assay audits mutation harnesses: the scripts that deliberately break your code and check that a test notices. It look…

mutationtesting verification measurement

KYB and KYC get bundled into the same dashboard and the same sentence, but they verify different things for different customer types. Here's what Kn…

kyc identity id verification

The page fires at 02:13. A student cannot sign in, support is asleep, and the dashboard shows a healthy login endpoint. The missing signal was earli…

email phone verification

A test failed in my Medicare reimbursement engine on a day nobody touched the code. No commit, no deploy, no new data. I read the diff twice looking…

adtech healthcare verification ai

Peter Steinberger put it plainly: you shouldn't be prompting coding agents anymore, you should be designing loops that prompt your agents. Boris Che…

ai agents verification loops

If you call an open-weight model behind an API, whether that is your own box, a hosted endpoint, or a router, you are trusting that the thing answer…

localai llm inference verification