One setting, off by default.
When it's on, a typed judgment model answers yes-or-no questions about the diff I'm looking at. It never writes anything and it never decides anything. Here it reads a worker's change before the operator does: docs only 1%, adds tests 2%, placeholder
Hey folks, my dream come true
Real-time analysis of Fed press conferences with Jev Jev typesafeai by CompleteSkeptic scores every word the Chair says in ~150ms; the chat model scores take way longer Check out the recorded demo, or try a live comparison on a past press
What It Actually Costs to Run DeepSeek V4.1 Flash Locally?
Running DeepSeek V4.1 Flash locally might eliminate API fees, but the hardware investment requires a cold look at the math.The release of DeepSeek V4.1 Flash under an MIT license makes offline deployment a realistic
I compared Qwen-3.8-Omni-Flash against DeepSeek-v4.1-Flash & Opus 5.
Same prompt with the /design command from Command Code. Qwen and DeepSeek were ~90% cheaper than Opus 5. Qwen took 2 iterations, DeepSeek 1. But Opus 5 still leads in UX. Can Qwen-3.8-Omni-Flash beat
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