Before >commit, the team spent years backing open-source founders. We’re grateful to Denis for showing us how critical it is to observe and guardrail AI systems in the age of LLMs — and that community-driven benchmarks can define the standard.
# about
White Circle is a control layer for AI applications — stress-testing models for jailbreaks and hallucinations, enforcing low-latency safeguards at runtime, and auto-patching vulnerabilities — so teams can ship LLM features with confidence.
# project
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May 2025FIRST COMMIT
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