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Overview
Auto-optimizes your whole agent workflow, prompts, tools, code, and orchestration, and proves every fix by execution before it ships. Model-agnostic.
News
Automatic Optimization Layer for AI Agents MEGA Code
We ran a benchmark drawn from the OWASP LLM Top 10 across 4 frontier and 4 small LLMs. Baseline defense rates ranged from 53% to 91%. After eval-driven prompt optimization, 23 of 24 configurations reached 94%+, and three of four small models outperformed
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Megacode ransom paid to decrypt server shared by 5 law enforcement departments in Maine
A law enforcement server shared by four city police departments and a sheriff's office was infected with "megacode" cryptoware before the cops paid the ransom of $318 in bitcoins to decrypt their info.
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