How Ultrafast cut incident investigation from hours to minutes at OpenAI
TL;DR
See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code refactoring, and daily workflows. See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code refactoring, and daily workflows.
Nauti's Take
The first useful test is a real incident workflow with fixed checkpoints: time to a credible hypothesis, artifacts reviewed, false positives, and token cost. Control remains the key constraint, because faster analysis can also speed up risky security decisions when sources, logs, and human approval are not traceable.
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