The agent changes its answer. Your conversation test carries on with a reply written for the old one. Check the next user turn before trusting its score. 1/5
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Systemd accepted Rust for new leaf programs, keeping shared core code in C. Support merged October 24; the November 3 explanation sets out the limits.
Rust & AI Weekly #20 covers that decision and three tool evaluations. A thread. 1/6
The profiler shows a blank device lane. Before changing capacity, prove the capture contains the device’s work. Start with a known operation. 1/5
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A successful Claude request can carry a profile ID the provider never looked up. Trace one customer through a retry and a batch before adding a provider route. 1/5
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The checkpoint hash matches. Activation precision may have changed underneath it. Before approving an inference optimisation, check which arithmetic ran. 1/5
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An engineer asks for more agent budget. What will the next attempt establish? Ask for the unresolved question and the observation that would change the decision to continue. 1/6
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Requests keep arriving while new workers prepare. A brief scaling pause tells you little about that wait. Ask when the added workers take useful load. 1/5
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Your Rust compiler is pinned. The installer in your CI image still needs an update policy. Record both versions at the next build-image review. 1/5
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1/6 Astral's tar-codec rejects mixed conventions.
Start with real accepted archives, explicit rejected cases and a separate extraction policy.
Rust & AI Weekly #19 evaluates tar-codec, CGA and apalis 1.0.










