DeepSeek V4 Pro isn’t built to just answer questions.
It’s built to finish the job. Here’s how I’d use it: → Low mode for quick sorting and simple tasks. → High mode for everyday business workflows. → Max mode for long, messy jobs that need deeper reasoning. → Feed it
Deepseek V4 Flash 0731 com 4 RTX 6000 roda 240 ate 300 tok/s, parece mágica.
Same prompt. Four AI models.
Wildly different results — and one number that changes the entire conversation. The task: build a single-file HTML traffic intersection simulation. Dark environment, glowing headlights, realistic traffic light logic, smooth 30-second loop. Here's
Why is harness engineering so important and what does this J-space stuff do?
I have some stuff that technically looks at the J-space whereby I'd define J-space to mean... I just have another agent look over the trace as it runs in Codex Infinity lol. a manger agent that can
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