Legacy code outlives every empire, language, and the guy who wrote it.

Legacy code outlives every empire, language, and the guy who wrote it.
AI tools can boost productivity. But to use them effectively, you still need strong engineering fundamentals. 🤖
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Slack’s API can return 200 OK when the request actually failed.
That breaks the contract status codes provide. Proxies, caches, & monitoring trust the HTTP code, not the JSON body.
Hide errors behind 200 & systems stay green while users fail.
Use the right status code.
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Pedro Oliveira shipped a FastAPI service fast. Then a client asked him how to add a new recorder, and he couldn't answer.
The speed is real, and it is easy to be dazzled by it.
Full article 👉 buff.ly/yGd2Epu
One-shotting a proper solution with AI hasn’t worked for me.
The problem isn’t necessarily the quality of the model.
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Just a standard Friday afternoon deployment routine. Nothing to see here.
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An interface alone does not make SaaS agent-ready. A staged model separates access from verifiable Compatibility, Execution, and Trust. #softwareengineering
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I'm still working on automating my life while out of bed.
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We Track What AI Gets Wrong.
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Ein OpenAI-Forscher hat vorgestern ein Dokument veröffentlicht, das ich zuerst nicht glauben wollte.
Also habe ich jede Quelle einzeln geprüft.
Es stimmt.
Is measuring developer output by PR count actually driving worse code quality in your teams? #DevMetrics #SoftwareEngineering