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Show HN: 10x faster, 3x cheaper ETL

https://espresso.ai/nitro
1•karamazov•1h ago
For the past few months our team has been working on an agentic framework that takes large, expensive SQL workloads and compiles them to Rust, backed by a formal proof of correctness. This is the sort of work I used to do by hand as a systems performance engineer, but now it happens in hours instead of months.

We first redid our internal pipelines with this technique and they're now 10x faster and 3x cheaper. Next, we went live with our Snowflake and Databricks SQL customers. They're seeing similar results with critical production workloads that originally cost 6-7 figures per year.

We'll be publishing benchmarks and code samples over the coming weeks; for now, you can read a bit more (and watch our anime launch trailer) on the site.

Happy to answer questions about how it all works.

The Day the Clock Stopped

https://morillocarlos.substack.com/p/the-day-the-clock-stopped
1•carlosmorillo•38s ago•0 comments

Giotto Sovereign European AI Models

https://www.giotto.ai/
1•armcat•44s ago•0 comments

Defund Elon Musk

https://www.theguardian.com/commentisfree/2026/oct/27/defund-elon-musk
1•robtherobber•2m ago•0 comments

Popcorn 1.0 Released: Moving from AtomVM to Full Erlang VM

https://swmansion.com/blog/popcorn-1-0-moving-from-atom-vm-to-otp-beam/
1•plainOldText•3m ago•0 comments

Show HN: Clai.chat – Agents as JSON, config and (multi-vendor) transcript sync

https://www.clai.chat/
1•baalimago•4m ago•0 comments

Show HN: Jog – GitHub runners for 80% less

https://usejog.com/
2•matthewgapp•4m ago•1 comments

Ask HN: Will Open Source force companies like Anthropic to shift their focus?

1•mrburton•5m ago•0 comments

New Ways of Seeing [video]

https://www.youtube.com/watch?v=SZP4QH1tdJg
1•mateus_resende•8m ago•0 comments

Woman with epilepsy dies after taking ChatGPT medical advice

https://finance.yahoo.com/healthcare/articles/social-media-victims-law-center-170100749.html
2•sumnole•10m ago•0 comments

Discord will soon let anyone find public server messages through Google

https://discord.com/blog/making-content-from-discoverable-servers-easier-to-discover
7•DeepLogin•11m ago•0 comments

Six questions about political polarization

https://statmodeling.stat.columbia.edu/2026/10/27/six-questions-about-political-polarization-and-...
2•luu•11m ago•0 comments

The Advantages of Mobile Linux over AOSP (LineageOS, CrDroid, GrapheneOS, etc.)

https://amosbbatto.wordpress.com/2026/10/19/the-advantages-of-mobile-linux-over-aosp/
1•amosbatto•11m ago•1 comments

Breaking the Open Web Won't Stop the Bad Bots

https://www.techpolicy.press/breaking-the-open-web-wont-stop-the-bad-bots/
2•raybb•12m ago•0 comments

Methane Hotspot Explorer

https://atmosphere.copernicus.eu/ghg-services/cams-methane-hotspot-explorer
3•fanf2•13m ago•0 comments

AI Can Save the Public Sphere

https://www.persuasion.community/p/ai-can-save-the-public-sphere
2•inglor_cz•14m ago•1 comments

Smartphone data order faces first constitutional test in Japan

https://www.asahi.com/ajw/articles/16997453
2•giuliomagnifico•14m ago•0 comments

Nobody Tells You How Funny It Is When Your AI Agents Start Fighting

https://medium.com/@donkan168/nobody-tells-you-how-funny-it-is-when-your-ai-agents-start-fighting...
1•donkan168•17m ago•0 comments

Securing sensitive data in the AI era

https://blog.piotrnalepa.pl/en/2026/10/27/shadow-ai-in-a-development-team-how-to-keep-your-client...
2•donpedrodelaluz•19m ago•0 comments

"Find Your Falls": Greenville, SC and the Return to Human Scale

https://www.inferterra.com/find-your-falls/
1•matt_teresi•20m ago•0 comments

No Limit, a bot-building tournament hosted by Citadel, Sequoia and OpenAI

https://pokerbot.sequoiacap.com/
1•ugwigr•20m ago•0 comments

GPT-6.1 Terra now available in Microsoft Foundry

https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/gpt-6-1-terra-now-generally-availa...
3•sumnole•21m ago•0 comments

Show HN: I built flightdeck – Observability and control plane for AI agents

https://flightdeck-hq.com/
2•pykul•21m ago•0 comments

Three TLS Bugs in GoAhead

https://foxio.io/blog/choose-your-backend-three-tls-bugs-in-goahead
7•owenshen24•21m ago•0 comments

Trump says he will ban everyone from using the phrase 'artificial intelligence'

https://www.independent.co.uk/news/world/americas/us-politics/trump-ban-artificial-intelligence-p...
17•TrackerFF•21m ago•1 comments

Making documentation pages agent friendly

https://idratherbewriting.com/blog/make-documentation-agent-friendly
1•taubek•25m ago•0 comments

New CodeRabbit Features: Security Agents for Multi-Repo Deep Scans

https://www.coderabbit.ai/blog/coderabbit-secure-cross-repository-security
2•smb06•28m ago•1 comments

Private plane carrying Bolsonaro detained in Argentina after runoff loss

https://www.local10.com/news/world/2026/10/27/private-plane-believed-to-be-carrying-bolsonaro-det...
8•vrganj•29m ago•2 comments

Building a music engraving engine from scratch

https://noteuniverse.com/blog/building-a-music-engraving-system/
1•birdculture•29m ago•0 comments

Responsible Disclosure in the Age of Vulnpocalypse

https://www.redhat.com/en/blog/responsible-disclosure-age-vulnpocalypse
2•jruohonen•30m ago•0 comments

Show HN: I found a more accurate upcoming LLM Benchmarks leaderboard

https://www.llmverifications.com/
2•techappsdev•30m ago•1 comments