Verist

What it does

Deterministic, audit-first workflow kernel for production AI systems.

See exactly what changes when you update a prompt or model — before it hits production. $ verist test classify-ticket · 10 baselines ✓ 8 unchanged ~ 2 changed ticket-002 category: "urgent" → "normal" confidence: 0.92 → 0.71 ticket-009 category: "urgent" → "normal" confidence: 0.88 → 0.65 ⚠ 2 regressions — review before shipping Deterministic Replay Exact reproduction from stored artifacts. Same inputs + recorded LLM responses = identical output every time. Re-run with a new prompt or model against the same inputs. See structured, field-level diffs of what changed. Three-layer state model — computed, overlay, effective. Human corrections are never overwritten by recomputation. Structured…from verist.dev

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  I built an AI that turns GitHub codebases into easy tutorials2025 · github.com · ▲923

  https://the-pocket.github.io/Tutorial-Codebase-Knowledge/

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  git-lrcFeb 2026 · hexmos.com · ▲300

  Hi HN, I'm the author of git-lrc, would appreciate some feedback from the community Last year my team started using AI coding tools more heavily, and we found ourselves generating tons of code, but spending less time looking at the stuff that's been generated. We felt like we were losing a bit of grip/understanding of what we were building. Regressions occasionally slipped through. Sometimes changes made it all the way to production only to be reverted later. We tried several AI code review tools, but most operate at PR time. That felt too late. I wanted review to happen while the…

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  Git for AI AgentsMay 2026 · github.com · ▲129

  hi guys. been working on something i think is fundamentally missing in today's workflow with ai agents. vcs. i find myself struggling with questions that agents can't answer like "why did you do it?", "when did u delete this folder? why?", etc. or trying to /rewind (after a /compact...) or basically `bisect` to find when and why something was done by the agent in the current / previous session. just like git did for code, i think we are the same core capabilities with ai agents so... i developed an open source solution for that (currently supporting claude code) would love to…

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  I replaced vector databases with Git for AI memory (PoC)2025 · github.com · ▲198

  Hey HN! I built a proof-of-concept for AI memory using Git instead of vector databases. The insight: Git already solved versioned document management. Why are we building complex vector stores when we could just use markdown files with Git's built-in diff/blame/history? How it works: Memories stored as markdown files in a Git repo Each conversation = one commit git diff shows how understanding evolves over time BM25 for search (no embeddings needed) LLMs generate search queries from conversation context Example: Ask "how has my project evolved?" and it uses git diff to show actual…

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  GitHub Browser Plugin for AI Contribution Blame in Pull RequestsFeb 2026 · blog.rbby.dev · ▲62

  An extension of Refined GitHub browser plugin for AI contribution tracking capabilities in GitHub pull requests.

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  Learn Enough Git to Be Dangerous 2016 · learnenough.com · ▲74

  An introduction to version control with Git

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  Spira Maxima▲578

  Video model that turns script into viral social media videos

  AI · 19d ago · spira.ai

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  The browser where Claude Code and Codex work beside you

  AI · 19d ago · rill.love

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  Germany's new sovereign AI model Kolibri▲424

  Kolibri is Aleph Alpha

  AI · 21d ago · tej.as

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  AI · 22d ago · stillwet.art

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  AI · 6d ago · beam.win

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  FastRouter.ai▲364

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  AI · 23d ago · fastrouter.ai

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  Rork Max▲1,428

  Best AI for iOS apps. Website that replaces Xcode

  Life & fun · Feb 2026 · rork.com

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  AI · Feb 2026 · superx.so

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  Dev tools · Feb 2026 · kilo.ai

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  Lovon AI Therapy▲801

  Feel closer and have more fun with your partner every day!

  AI · Feb 2026 · lovon.app

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  I spent 3 years reverse-engineering a 40 yo stock market sim from 1986▲721

  Hello my name is Ben Ward for the past 3 years I have been remastering the financial game Wall Street Raider created by Michael Jenkins originally on DOS in 1986. It has been a rough journey but I finally see the light at the end of the tunnel. I just recently redid the website and thought maybe the full story of how this project came to be would interest you all. Thank you for reading.

  Work · Feb 2026 · wallstreetraider.com