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Prompt → Production is broken: Why AI needs an execution layer (Manifesto)

https://zenodo.org/records/15721754
2•kumayama•5h ago

Comments

kumayama•5h ago
Author here. This is a manifesto we published after working on an alternative cloud architecture for a few years.

The core idea: AI-generated code will only be useful if we can run it safely and deterministically. Today’s infra wasn’t built for this. So we built something new – and wrote this to explain why.

It’s not product marketing – just a proposal for how the future of AI-native systems might need to look.

Curious to hear your thoughts – especially from those who’ve worked with AI agents, cloud security, or autonomous deployment flows.

Why many American workers feel guilty about taking the vacation they've earned?

https://theconversation.com/why-do-so-many-american-workers-feel-guilty-about-taking-the-vacation-theyve-earned-254913
1•rntn•45s ago•0 comments

A universal interface connecting you to today's AI models

https://tenzorro.com/en/models
1•paulo20223•3m ago•0 comments

Show HN: Empromptu.ai – Agentic AI Building AI Apps

1•anaempromptu•4m ago•0 comments

Ask HN: Gift Ideas for 3 year old?

1•LecroJS•5m ago•0 comments

Tuitar – Learning Guitar with Ratatui and Embedded Rust (ESP32)

https://github.com/orhun/tuitar
1•weinzierl•5m ago•0 comments

China's Mini PC Production: How Tiny Computers Are Made [video]

https://www.youtube.com/watch?v=ohwI3V207Ts
1•Teever•7m ago•0 comments

Mathematical model reveals how humans store narrative memories with random trees

https://medicalxpress.com/news/2025-07-mathematical-reveals-humans-narrative-memories.html
1•mikhael•11m ago•0 comments

The UX Psychology Glossary

https://builtformars.com/ux-glossary
1•pipase•20m ago•0 comments

Wine 10.12 (Dev) – Run Windows Applications on Linux, BSD, Solaris and macOS

https://gitlab.winehq.org/wine/wine/-/releases/wine-10.12
1•neustradamus•20m ago•0 comments

We Should Stop Making AI Look Human

https://medium.com/@ravelantunes/why-we-should-stop-making-ai-look-human-4c78cdeee806
1•ravelantunes•24m ago•0 comments

Long Google

https://loeber.substack.com/p/27-long-google
1•wahlrus•24m ago•0 comments

Senolytic Update

https://www.science.org/content/blog-post/senolytic-update
2•EA-3167•25m ago•0 comments

Autonomous robot surgeon removes organs with 100% success rate

https://newatlas.com/robotics/worlds-first-robot-surgery/
4•AlexDragusin•26m ago•0 comments

Most (ly Dead) Influential Programming Languages (2020)

https://www.hillelwayne.com/post/influential-dead-languages/
2•azhenley•27m ago•0 comments

Bcachefs Lands Fixes in Linux 6.16 for Some "High Severity" Regressions

https://www.phoronix.com/news/Bcachefs-Fixes-Linux-6.16-rc6
2•Bender•37m ago•0 comments

Show HN: Planking for penguins, a real-time exercise tracking game

https://twitter.com/measure_plan/status/1944127683241078937
1•getToTheChopin•37m ago•0 comments

FairLight TV #127, $D011 Mayhem [video]

https://www.youtube.com/watch?v=0KhH4YrUsXo
1•sagacity•38m ago•0 comments

First U.S. Rare Earth Mine in 70 Years Opens in Wyoming

https://cowboystatedaily.com/2025/07/11/first-u-s-rare-earth-mine-in-70-years-opens-in-wyoming/
2•Bender•39m ago•0 comments

5 big EV takeaways from Trump’s “One Big Beautiful Bill”

https://www.wired.com/story/5-big-ev-takeaways-one-big-beautiful-bill/
2•Bender•40m ago•0 comments

Using AMD MI300X for High-Throughput, Low-Cost LLM Inference

https://www.herdora.com/blog/the-overlooked-gpu
2•technoabsurdist•46m ago•0 comments

Explaining 6 Levels of Automated Driving and Which Ones Are Actually on US Roads

https://www.jalopnik.com/1903079/self-driving-levels-explained/
2•rntn•51m ago•0 comments

Show HN: I Built a Stick-On Wireless Lamp That Installs in 30 Seconds

https://www.shopinfinitylamp.store/product/infinity-wall-lamp
1•kingvyn•51m ago•0 comments

Corn after soy: New study quantifies rotation benefits and trade-offs

https://phys.org/news/2025-06-corn-soy-quantifies-rotation-benefits.html
2•PaulHoule•52m ago•0 comments

Scientists Are Sneaking Passages into Research Papers to Trick AI Reviewers

https://www.msn.com/en-us/news/us/scientists-are-sneaking-passages-into-research-papers-designed-to-trick-ai-reviewers/ar-AA1IrpuI
1•galaxyLogic•52m ago•1 comments

YouTube Piano – Play It with Your Computer Keyboard

https://www.youtube.com/watch?v=3gZC5763wYk
1•busymom0•52m ago•0 comments

Shipping Linear Drafts

https://mufeezamjad.com/blog/linear-drafts
1•ishan0102•53m ago•0 comments

Aeron: Efficient reliable UDP unicast, UDP multicast, and IPC message transport

https://github.com/aeron-io/aeron
2•todsacerdoti•53m ago•0 comments

Super Easy* 2-Stage Git Deployment

https://ratfactor.com/cards/super-easy-2-stage-git-deployment
1•ingve•53m ago•0 comments

Cooling a Raspberry Pi Device [pdf]

https://pip.raspberrypi.com/categories/685-whitepapers-app-notes/documents/RP-003608-WP/Cooling-a-Raspberry-Pi-device.pdf
1•sandwichsphinx•54m ago•0 comments

Mcbot McHacked

https://captaincompliance.com/education/mcdonalds-ai-hiring-bot-hacked-with-123456-password-exposing-millions-of-job-seekers/
1•richartruddie•55m ago•1 comments