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Zephyre

AI coding workflow notes: task routing, proof logs, tests, and failure cases.

GitHub Models retires on July 30: six places to check before your API breaks

GitHub Models retires on July 30: six places to check before your API breaks

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2 min read

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DeepSeek retired its legacy model IDs. Is your API relay still mapping them correctly?

DeepSeek retired its legacy model IDs. Is your API relay still mapping them correctly?

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2 min read
Same coding task, three routes: one model's own test failed

Same coding task, three routes: one model's own test failed

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2 min read
Is That API Really Serving the Model It Claims? A Reproducible Fingerprint Test

Is That API Really Serving the Model It Claims? A Reproducible Fingerprint Test

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4 min read
A No-Downgrade Self-Test for GLM-5.2 Coding Routes

A No-Downgrade Self-Test for GLM-5.2 Coding Routes

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3 min read
Verification Cost Is the Real AI Coding Cost

Verification Cost Is the Real AI Coding Cost

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2 min read
A Verification Ladder for Low-Cost AI Coding Models

A Verification Ladder for Low-Cost AI Coding Models

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2 min read
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