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Show HN: Guardrail Layer – self-hosted AI data layer for secure DB chat

https://github.com/tyoung1996/guardrail-layer
1•tcodeking•2h ago
Hey everyone,

I’ve been working on something called Guardrail Layer, an open-source system that sits between your databases and the tools (APIs, LLMs, automations) that query them.

It’s basically a data safety layer, it lets you connect to MySQL or Postgres, automatically redacts sensitive fields, and lets you run or even ask natural-language queries safely.

It’s built with Node.js, TypeScript, Prisma, Postgres, and Docker, and you can run it with a single docker compose up.

It lets you add metadata to help the AI understand your structure better. Also allows you to redact rows in your DB to keep them safe and secure from users and the AI itself.

GitHub: https://github.com/tyoung1996/guardrail-layer

It’s still early (alpha stage) but already functional, I’d love feedback from folks building with LLMs or connecting internal databases to AI tools.

Thanks!

Show HN: I Spent $300 Learning That Replit Has SSH Support

https://housecalculators.com/rent-vs-buy-calculator
1•vcast•1m ago•0 comments

Quick notes from vibe-coding a comic website

https://blog.dileeplearning.com/p/quick-notes-from-vibe-coding-a-comic
1•FromTheArchives•4m ago•0 comments

AMD Ryzen 9 9950X vs. 9950X3D on Windows 11 and Ubuntu Linux

https://www.phoronix.com/review/windows-linux-amd-9950x-9950x3d
1•rbanffy•4m ago•0 comments

Diamond Thermal Conductivity: A New Era in Chip Cooling

https://spectrum.ieee.org/diamond-thermal-conductivity
1•rbanffy•5m ago•0 comments

Blackwell Rises from Phoenix Fab

https://www.hpcwire.com/2025/10/17/blackwell-rises-from-phoenix-fab/
1•rbanffy•5m ago•0 comments

UK Think Tank: Documents Show Russia Is Helping China Prepare to Seize Taiwan

https://www.rferl.org/a/china-russia-taiwan-invasion-rusi-danylyuk-putin-xi-/33545169.html
2•consumer451•6m ago•0 comments

Why a 'Boring' Life Might Be the Happiest One

https://karunpal.substack.com/p/why-a-boring-life-might-be-the-happiest
2•articsputnik•9m ago•0 comments

Data-enhanced article showing how bird migration is changing

https://www.theguardian.com/environment/ng-interactive/2025/oct/16/bird-migration-is-changing-wha...
2•alphabetatango•11m ago•1 comments

Gleam v1.13.0 Released

https://gleam.run/news/formalising-external-apis/
1•birdculture•11m ago•0 comments

StarRocks 4.0 Is Out: Faster Joins, Native JSON, and Full Iceberg Support

https://www.starrocks.io/blog/starrocks-4.0-now-available
2•beryl924•11m ago•1 comments

Don't Use Booleans

https://www.luu.io/posts/dont-use-booleans/
1•fanf2•11m ago•0 comments

Speaking of Amazon, here's a fresh post from an engineer who just quit

https://nekrolm.github.io/blog.html
3•souvlakee•12m ago•1 comments

The State of Obesity Report 2025 – Trends in obesity [pdf]

https://www.tfah.org/wp-content/uploads/2025/10/TFAH-2025-ObesityReport-Fnl.pdf
1•alphabetatango•14m ago•0 comments

You're insignificant. That's a good thing

https://www.joanwestenberg.com/p/you-are-insignificant-that-s-a-good-thing
1•theletterf•14m ago•0 comments

My conclusions after using Signed Exchanges on my website for 2 years

https://www.pawelpokrywka.com/p/my-conclusions-after-using-signed
1•rapawel•15m ago•0 comments

TernFS – an exabyte scale, multi-region distributed filesystem

https://www.xtxmarkets.com/tech/2025-ternfs/#posix-shaped
10•kirlev•17m ago•0 comments

AWS outage shows internet users 'at mercy' of too few providers, experts say

https://www.theguardian.com/technology/2025/oct/20/amazon-web-services-aws-outage-hits-dozens-web...
20•evolve2k•20m ago•0 comments

Petrobras Wins Fight to Explore for Oil Near Amazon

https://www.bloomberg.com/news/articles/2025-10-20/petrobras-wins-years-long-fight-to-explore-for...
2•wslh•25m ago•1 comments

Dutch spy services have restricted intelligence-sharing with the United States

https://intelnews.org/2025/10/20/01-3416/
13•Refreeze5224•27m ago•0 comments

Chess grandmaster Daniel Naroditsky has passed away

https://old.reddit.com/r/chess/comments/1obnbmu/grandmaster_daniel_naroditsky_has_passed_away/
9•ntnbr•28m ago•3 comments

Getting DeepSeek-OCR Working on an Nvidia Spark via Brute Force with Claude Code

https://simonwillison.net/2025/Oct/20/deepseek-ocr-claude-code/
1•simonw•28m ago•0 comments

Letter to a Young Person Worrying About AI

https://commoncog.com/letter-to-a-young-person-worrying-about-ai/
3•yshklarov•30m ago•0 comments

The mad king's digital killswitch

https://pluralistic.net/2025/10/20/post-american-internet/
8•upofadown•31m ago•1 comments

Elm Is the Best Way for React Developers to Learn Real Functional Programming

https://cekrem.github.io/posts/elm-book-announcement/
1•thunderbong•31m ago•0 comments

Show HN: Namefi tokenize domain for trading, DeFi and future internet

https://namefi.io
1•xinbenlv•32m ago•1 comments

Fusion is an electrical engineering challenge(Helion) [video]

https://www.youtube.com/watch?v=u1R51Z9-TM4
1•astroflection•33m ago•0 comments

The Inevitability of Anger

https://www.baldurbjarnason.com/2025/the-inevitability-of-anger/
2•speckx•33m ago•0 comments

Ruby Butler: It's Time to Rethink RubyGems and Bundler

https://rubyelders.com/writings/2025-10-ruby-butler-1.html
1•Bogdanp•33m ago•0 comments

AI language models killed the Turing test: do we even need a replacement?

https://www.nature.com/articles/d41586-025-03386-w
1•geox•37m ago•0 comments

Game Development: History, Industry, and Engine Design

https://spiiin.github.io/blog/490626496/
1•PaulHoule•37m ago•0 comments