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Show HN: After years as data engineer, I built the tool I wish my colleagues had

2•salterisp•1h ago
For many years I was feeling my skills and my time were wasted on one-off queries. Requests were coming from everywhere, slack, teams, tickets. At some point I decided that it would be better to build the tool that will save me time. So after studying the last months about AI in general and text to sql concepts more specifically I decided to build Savvina - my daughter's name. Privacy was my first concern building that so I worked towards that with multiple security guardrails. Self-hosted was another security aspect and as one can see at https://www.youtube.com/watch?v=zK-n0cM88vI it takes less than 15 minutes to run your first question. Community edition can be found at https://github.com/savvina-ai/savvina and supports PostgreSQL and MySQL. The biggest thing I learned from this journey is that semantic layer sometimes matters more than the LLM you choose. Or that parse-time query validation is more reliable than confidence scores. If you're tired of being the SQL middleman — or just want fast insights from your data try it on real schemas and tell me where it breaks. File issues, start discussions.

1•kyriakosel•29s ago

Everything Is BOM: Bill of Materials Encyclopedia

https://bomwiki.com/
1•sebg•1m ago•0 comments

Accenture shares fall to lowest since 2017 as AI threat mounts

https://www.ft.com/content/9f063b07-da39-4feb-92ab-ee0f91385c62
2•root-parent•2m ago•1 comments

Never Waste a Token

https://sunilpai.dev/posts/never-waste-a-token/
2•gmays•3m ago•0 comments

Experimental Rust DRM driver targets modern DisplayLink hardware

https://www.phoronix.com/news/Experimental-Vino-DRM-Driver
2•logickkk1•6m ago•0 comments

Show HN: Veneerly – See your own face with veneers before you commit

https://www.tryveneerly.com/
2•dsstudios•8m ago•0 comments

London Heathrow Expansion Masterplan [pdf]

https://assets.publishing.service.gov.uk/media/6a33041e00ff27f06e3ef9df/proposed-draft-revision-t...
2•jupin•10m ago•1 comments

Healthcare workers emailed about a day off — but it was a cybersecurity test

https://www.cbc.ca/news/canada/newfoundland-labrador/nlhs-phishing-email-9.7238374
3•ChrisArchitect•11m ago•0 comments

Memory Model V3 – LTM/STM Architecture with AEIL Compression for AI

https://github.com/anthonystaiger8-bit/memory-model
2•Anthonystaiger•13m ago•0 comments

Livespace: Making the Web come Alive

https://jasebroderick.substack.com/p/livespace-making-the-frontend-come
2•jobroder95•13m ago•0 comments

Opensource: Gibraltar Legal, Regulatory and Compliance Osint Skills File (AI)

https://github.com/Flipsta/Giblegal/blob/main/Gibraltar%20Legal%20Regulatory%20Compliance%20OSINT...
2•PhilipV•14m ago•1 comments

Show HN: Are You in the Weights?

https://www.intheweights.com/
4•turtlesoup•15m ago•0 comments

Crundi – a self-hosted remote workbench you reach from anywhere

https://github.com/TheRealFaruhaan/crundi
2•TheRealFaruhaan•16m ago•0 comments

Florida's TikTok lawsuit could signal wider social media crackdown

https://www.politico.com/news/2026/06/17/florida-tiktok-lawsuit-social-media-crackdown-00963945
3•1vuio0pswjnm7•16m ago•1 comments

Show HN: Torum – your own portable HN clone

2•smalltorch•17m ago•0 comments

Amazon Workers Say Data Center Testimony Prompted HR Calls

https://www.bloomberg.com/news/articles/2026-06-18/amazon-workers-say-data-center-testimony-promp...
2•1vuio0pswjnm7•18m ago•0 comments

A Common Sense Guide to Volatility Trading [Code Included]

https://www.quant-galore.com/p/a-common-sense-guide-to-volatility
1•alphanume•18m ago•0 comments

Oalabs catch hacker using Claude for black hat, but exposed resume from prompts

https://research.openanalysis.net/claude/codex/hacking/ai%20hacking/llm/redteam/policy%20violatio...
1•king_zee•19m ago•0 comments

Fed regulators order grid operators speed power to energy-hungry AI data centers

https://apnews.com/article/power-electricity-ai-plants-data-centers-grid-506e3d206871111f15c3c62f...
2•1vuio0pswjnm7•20m ago•0 comments

Guide to the TD4 4-bit DIY CPU

https://www.philipzucker.com/td4-4bit-cpu/
1•andrewstuart•20m ago•0 comments

Handy Statistical Lexicon (2009)

https://statmodeling.stat.columbia.edu/2009/05/24/handy_statistic/
1•Tomte•22m ago•0 comments

MCP that lets Codex/Claude search LinkedIn

https://www.veronaresearch.com/
1•menwithoutwomen•22m ago•0 comments

Surpassing Frontier Performance with Open Source Fusion

https://trustedrouter.com/blog/open-fusion-beats-fable-5
1•ljlolel•23m ago•0 comments

Why coding agents lose the thread, and why repository itself should preserve it

https://medium.com/techtrends-digest/maybe-coding-agents-dont-need-a-bigger-memory-maybe-they-nee...
1•errekaldeko•25m ago•0 comments

Mechanical Movements

https://507movements.com
2•dgellow•27m ago•0 comments

A TV Transmitter from an STM32

https://hackaday.com/2026/02/24/a-tv-transmitter-from-an-stm32/
4•andrewstuart•28m ago•0 comments

We Gave the Robot a Team

https://www.seyhan.me/blog/post/we-gave-the-robot-a-team
3•speckx•32m ago•0 comments

Show HN: OSymandias – Open-source runtime for multi-agent AI systems

https://github.com/andreisilva1/OSymandias
2•andreisilva1•32m ago•0 comments

Show HN: bote - A fast, modern and low-memory approach to processing a big JSON

https://github.com/jankdc/bote
3•jankdc•32m ago•1 comments

Interviewing in the Post-LLM World

https://gitnation.com/contents/interviewing-in-the-post-llm-world
2•dunyakirkali•34m ago•0 comments