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Show HN: Agents shouldn't operate software–they should coordinate commitments

2•csehammad•2h ago
I've been working on Covenant Layer — an open protocol and framework for shifting AI agent systems from tool orchestration to outcome coordination.

The core idea: agents shouldn't operate software step by step. They should publish objectives, compare competing provider offers, accept the best one under policy, and let providers fulfill outcomes with evidence and settlement.

Why this matters: we're still building agents as "software operators" — better interns that click through UIs and call APIs. That forces probabilistic models to produce deterministic side effects. The failure modes (wrong clicks, prompt injection, "probably right" becoming "committed") keep piling up.

https://github.com/csehammad/covenant-layer

Covenant Layer moves the edge from procedures to commitments. The agent handles intent, comparison, approval. The provider handles execution, evidence, accountability.

What's in the repo: - Protocol spec - Rust + Solidity implementation (onboarding, conformance, registry) - E2E demo: JFK→CDG flight booking with 3 competing providers on Base Sepolia - Architecture diagrams and security rationale

Early draft. Would love feedback on the model, weak assumptions, or missing pieces.

Japanese government makes indie game devs eligible for grants up to $60k USD

https://automaton-media.com/en/news/japanese-government-makes-indie-game-developers-eligible-for-...
2•maenbalja•2m ago•0 comments

Pick one of catastrophic or equitable. Are founder clean breaks possible?

1•mehctothroaway•2m ago•0 comments

How the Strait of Hormuz closure affects global oil supply

https://www.reuters.com/graphics/IRAN-CRISIS/OIL-LNG/mopaokxlypa/
1•aanet•3m ago•1 comments

Iran and Region Monitor of Attacks and Major Events

https://newsfeed-staging.pages.dev/
1•msukhareva•4m ago•0 comments

Smaller Than a Fingernail: Unboxing the Tiniest Books [video]

https://www.youtube.com/watch?v=faN_yEghseo
1•gnabgib•5m ago•0 comments

Electron microscopy shows 'mouse bite' defects in semiconductors

https://news.cornell.edu/stories/2026/03/electron-microscopy-shows-mouse-bite-defects-semiconductors
1•hhs•6m ago•0 comments

Show HN: diz – SSH key exchange in one command each side

https://github.com/noahra/diz
1•noahra•6m ago•0 comments

The Playbook and Play-Engine Site (2003)

https://www.wisdom.weizmann.ac.il/~playbook/
1•turtleyacht•9m ago•1 comments

Digg cuts jobs after facing AI bot surge

https://www.reuters.com/technology/digg-cuts-jobs-after-facing-ai-bot-surge-2026-03-13/
1•geox•11m ago•1 comments

macOS backups with Kopia and Backblaze (2023)

https://hmarr.com/blog/mac-backups-with-kopia/
2•chmaynard•11m ago•0 comments

Dust Outbreak Reaches Europe

https://science.nasa.gov/earth/earth-observatory/dust-outbreak-reaches-europe/
1•gnabgib•13m ago•0 comments

How the Iran War Threatens Big Tech's AI Data Center Buildout in the Middle East [video]

https://www.youtube.com/watch?v=-vhTIkq9-ng
1•mgh2•14m ago•0 comments

Harnessing eDNA to help conserve Australia's oceans

https://phys.org/news/2026-03-harnessing-edna-australia-oceans.html
1•Brajeshwar•15m ago•0 comments

The AI that taught itself: Researchers show how AI can learn what it never knew

https://viterbischool.usc.edu/news/2026/03/the-ai-that-taught-itself-usc-researchers-show-how-art...
1•hhs•19m ago•0 comments

Execwall – firewall to stop ModelScope CVE-2026-2256 (AI agent command injectn)

1•sentra•20m ago•0 comments

Ask HN: Has anyone built an AI agent that spends real money?

1•xodn348•20m ago•0 comments

Waitrose suspends sale of mackerel because of overfishing

https://www.theguardian.com/environment/2026/feb/26/waitrose-suspends-sale-mackerel-overfishing
1•PaulHoule•20m ago•0 comments

High Grow Market Equilibrium After the Singularity

https://www.lesswrong.com/posts/WS3JBPsBGtJvFDEjy/high-grow-market-equilibrium-after-the-singularity
1•gmays•20m ago•0 comments

Stop repeating yourself to Claude Code

https://www.gopeek.ai
4•itsankur•21m ago•1 comments

I beg you to follow Crocker's Rules, even if you will be rude to me

https://lr0.org/blog/p/crocker/
8•ghd_•21m ago•1 comments

Computing in Freedom with GNU Emacs

https://protesilaos.com/codelog/2026-03-13-computing-in-freedom-with-gnu-emacs/
2•birdculture•22m ago•0 comments

Annette Obrestad: The teenage prodigy who won the first WSOP Europe Main Event

https://www.poker.org/latest-news/annette-obrestad-the-teenage-prodigy-who-won-the-first-wsop-eur...
1•indigodaddy•22m ago•0 comments

YC: Need more time to review application

2•bstrama•24m ago•0 comments

Global Flood Hub by Google

https://sites.research.google/floods/
2•teleforce•27m ago•0 comments

Ninth Circuit Guts California's Kids Code Once Again

https://www.techdirt.com/2026/03/13/ninth-circuit-guts-californias-kids-code-once-again/
2•hn_acker•28m ago•0 comments

Did I photograph the Aurora or was it something else? (2016)

https://wp.lancs.ac.uk/aurorawatchuk/2016/03/16/did-i-photgraph-the-aurora-or-was-it-something-else/
1•susam•31m ago•0 comments

What changes happen in the aging brain?

https://www.salk.edu/news-release/what-changes-happen-in-the-aging-brain/
2•hhs•32m ago•0 comments

Email as the Context Substrate for Ambient AI Agents

https://revo.ai/blog/email-context-substrate-ambient-ai-agents
2•mehdidjabri•32m ago•0 comments

Probabilistic Machine Learning: An Introduction

https://probml.github.io/pml-book/book1.html
1•teleforce•32m ago•0 comments

The Perfect Weapon: David E. Sanger (2021) [video]

https://www.youtube.com/watch?v=jR6lGSIQbRQ
1•abdelhousni•33m ago•1 comments