Viewing profile — kolesnikov-arch
kolesnikov-arch
HN member- Joined
- Thu, Jun 04, 2026, 3:13 PM UTC
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About kolesnikov-arch
AI Governance Architect | Principal Architect | Building Governed AI Delivery Standards | Author of Verdict Layer Architecture
Telegram: @kolesnikov_arch
LinkedIn: https://www.linkedin.com/in/dmitriy-kolesnikov-631b67169
GitHub - Verdict Layer: https://github.com/kolesnikov-arch/verdict-layer-framework GitHub - Patchward: https://github.com/kolesnikov-arch/patchward
Email: kolesnikov.arch@gmail.com
Recent public activity
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Author here.
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Show HN: I pre-registered the rules,then measured AI agents shipping wrong fixes
A controlled comparison of ungated vs gated AI patching on SWE-bench Lite. Full methodology, results, and reproducible scripts in the repo. Breakthrough for flash models.
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The GUI is absolutely gorgeous. Reminds me of the early BeOS days but somehow cleaner. Does this run reliably on bare metal, or is it mostly optimized for QEMU right now?
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