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I Thought the Model Drifted. My Cache Key Was Serving Tuesday.

Have you ever watched an LLM endpoint return a clean answer that belonged to a different prompt entirely? I spent forty-eight hours blaming sampling noise, temperature, and a free model that would not sit still. The request logs looked honest enough, and the health check on the box stayed green the whole time. The bug was quieter than that: a cache key that hashed the user message and ignored…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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Immediate Access Shutdown for Profile Updates and Global Session Revocation (3 Rules)

A healthtech signup flow can pass its captcha and still leave a dangerous gap: an account is banned in the profile database while an already-issued session keeps working.

  • Banned accounts may retain active sessions despite captcha verification.
  • Immediate session revocation required upon profile state transition to ban.
  • Two separate API calls needed: profile state update and session revocation.

When is Apple releasing new AirPods?

Apple’s AirPods lineup is stronger than ever, but there are already rumors about what’s coming next. Here’s everything we know so far about when Apple will release new AirPods. more…

Sony Says PlayStation Users Don't Own Digital Games They Buy

Sony says PlayStation users only license digital games, not own them, as the company faces a lawsuit over its use of "buy" and "purchase."

  • Sony claims digital game purchasers don't own games they buy.
  • Plaintiffs argue Sony failed to clarify digital purchases are licenses, not ownership.
  • Sony denies allegations, emphasizing software license distinction.

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