Raw over composite: a daily LLM benchmark repo you can actually trust
Stop trusting composite leaderboards; pick models using raw, attributed scores that match your workload.
Stop trusting composite leaderboards; pick models using raw, attributed scores that match your workload.
Kick the tires on Windsurf 2.0, but prove code quality and sanity-check team billing before switching.
Pilot Codex for Enterprise with tight scopes and audit enabled, validate integrations, then scale to write access once it proves reliable.
Don’t auto-upgrade to GPT-5.5 Instant without canaries and guardrails; its reliability profile differs from prior models.
Stop rebuilding context; add a knowledge and memory layer so GPUs do work, not wait.
AI coding agents now need security of their own—start piloting governance and package controls before attackers do.
Stop scaling prompts; start shipping versioned skills with calibration guardrails.
SAP is moving its agent platform from low-code demos to pro-code, governed workflows—useful power, but plan for a staggered rollout.
You can call Claude Opus 4.7 (and a pricey Fast mode) through OpenRouter—test latency vs. cost and update routing before rolling out.
Grok Imagine is less a single image endpoint and more a media pipeline you can operate like any other backend system.