Avi Pilcer

Founder, Ultra Deep Tech

#96020530 followers 0 following

⚡️ 4 day streak

About

Founder of Ultra Deep Tech. Building autonomous AI infrastructure for safer, more reliable AI systems in production. Current work spans autonomous operations, AI security, and reasoning quality. Lucid focuses on cognitive bias in AI outputs.

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p/breakpointai

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2d ago

What AI-generated regression was hardest for your team to catch?

Prelaunch question for teams using Cursor, Claude Code, Copilot, or similar tools heavily:

What kind of bug slips through most often after an AI-assisted change?

logic drift in existing behavior
- edge cases that never got tested
- integration assumptions that quietly broke
- diffs that looked clean but changed meaning

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2d ago

BreakpointAI - Catch AI-generated code regressions before production.

BreakpointAI is a CI/CD integration that catches semantic regressions introduced by AI coding assistants. Automated test generation, behavioral diff analysis, and quality gates for every PR.