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

Comments (1)

kumayama · 4h 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.

Using AMD MI300X for High-Throughput, Low-Cost LLM Inference (herdora.com)

Explaining 6 Levels of Automated Driving and Which Ones Are Actually on US Roads (jalopnik.com)

Show HN: I Built a Stick-On Wireless Lamp That Installs in 30 Seconds (shopinfinitylamp.store)

Corn after soy: New study quantifies rotation benefits and trade-offs (phys.org)

Scientists Are Sneaking Passages into Research Papers to Trick AI Reviewers (msn.com)

YouTube Piano – Play It with Your Computer Keyboard (youtube.com)

Shipping Linear Drafts (mufeezamjad.com)

Aeron: Efficient reliable UDP unicast, UDP multicast, and IPC message transport (github.com)

Super Easy* 2-Stage Git Deployment (ratfactor.com)

Cooling a Raspberry Pi Device [pdf] (pip.raspberrypi.com)

Mcbot McHacked (captaincompliance.com)

Ask HN: Can "Pull Request to Get Hired" Replace Traditional Tech Hiring?

My Foray into Vlang (kristun.dev)

Show HN: Build web forms in rich text (kameo.dev)

Student Wins $250k Prize in Regeneron Science Talent Search (pasadenanow.com)

AI Agent Marketplace (aetheragentforge.org)

Angr (open-source binary analysis platform for Python) (angr.io)

They Fled War in Ethiopia. Then American Bombs Found Them (nytimes.com)

Melatonin: Much More Than You Wanted to Know (slatestarcodex.com)

A closer look at vertical agrivoltaics (pv-magazine.com)

It is absurd the YouTube monetizes these kind of abusive accounts (youtube.com)

Denaturalized Citizens Forced to Exit, Can't Escape Exit Tax (forbes.com)

Ask HN: How do you get first 10 customers?

Nodegram (nodegram.org)

I don't care what the code looks like anymore (substack.com)

Coordinating tasks between humans and Claude Code Agents using Leantime (leantime.io)

Collatz's Tape (gbragafibra.github.io)

Microsoft enables opt-out telemetry in Go 1.25 (devblogs.microsoft.com)

Killer whales appear to craft their own tools (economist.com)

The Streaming Wars Come Down to 2: YouTube vs. Netflix (nytimes.com)

'Starter packs' have played a central role in Bluesky's rapid growth (tu-darmstadt.de)

What Is Vibe Coding? (cloud.google.com)

I Messed Up My Google PM Vibe Coding Interview (old.reddit.com)

Trump, Epstein and the Deep State (chrishedges.substack.com)

How to Detect Text Truncation in SwiftUI? (fatbobman.com)

Bypassing Google's big anti-adblock update (0x44.xyz)

Uncertainty Is an Evocative State (startingfromnix.com)

Outer Joining with ANSI SQL-89 and SQL-92 (salvis.com)

How Living in San Francisco Made Me More Present (aginfer.bearblog.dev)

Ultrastable optical frequency transfer and attosecond timing in multicore fiber (opg.optica.org)

India's richest man wants to turn every TV into a PC (techcrunch.com)

Mark Zuckerberg on rebranding Facebook (2018) (twitter.com)

The Myth of the Papal Toilet Chair (daily.jstor.org)

Show HN: An educational Local Qwen3 LLM Inference project written in Rust (github.com)

Tissue-integrated bionic knee restores versatile legged movement post amputation (science.org)

Deepest Infrared Image of Universe Yet (nasa.gov)

Federal Employees and Contractors Oral History Project (oah.org)

Claude Opus Analysis of Twitter's 2023 ML Algorithm (github.com)

Show HN: BorgLLM, Zero-config LangChain Client, key rotation and rate limit mgmt (borgllm.com)

Tuva or Bust! (en.wikipedia.org)

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

Comments (1)