Lately, there’s been a lot of interest in using agents for inference optimization. Agents can run longer experiments, GPU capacity is expensive, and inference providers have a strong incentive to ...
Five open-weight flagships now compete for the same developer budget, and none of them is the obvious pick. Kimi K3, DeepSeek V4.1 Flash, Qwen3.8, GLM-5.3 and ...
Autonomous pentesting agent powered by a Meta model — hunts real vulnerabilities inside a code-enforced, deny-by-default scope, and records a finding only when the exploit actually succeeds. - ...
Every project runs on a normal laptop with no GPU, calling models through a hosted inference provider (Nebius or OpenRouter), configured once at the repo root. Some have other local requirements, see ...
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