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The next evolution of the Agents SDK

https://openai.com/index/the-next-evolution-of-the-agents-sdk/
13•meetpateltech•1h ago

Comments

bloppe•1h ago
I've been thinking a lot about the primitives we should be reaching for to standardize these agent systems. There seems to be a degree of isomorphism between skills, MCP, and AGENTS.md. Shell and apply seem pretty fundamental due to the UNIX legacy. Happy to see sandboxing finally included as a first-class concept!

I wouldn't something a bit deeper, though, like a standardization around tokenization that could allow for some extensibility.

cowartc•44m ago
The separation of harness from compute is the right architectural move. The part that's still missing from most agent frameworks is the verification layer between steps. Sandbox execution solves the safety problem. It doesn't solve the accuracy problem. Those are different failure modes that need different infrastructure.

The Internet Is a Place

https://catskull.net/the-internet-is-a-vast-place.html
1•speckx•1m ago•0 comments

Don't Use A.I. To Do This

https://www.nytimes.com/2026/04/15/opinion/art-artificial-intelligence.html
1•js2•1m ago•0 comments

Interval-Aware Caching for Druid at Netflix Scale

https://netflixtechblog.com/stop-answering-the-same-question-twice-interval-aware-caching-for-dru...
1•wb14123•2m ago•0 comments

AI Could Democratize One of Techs Most Valuable Resources

https://www.wired.com/story/ai-could-democratize-one-of-techs-most-valuable-resources/
1•technoabsurdist•3m ago•0 comments

Meta commits to 1 GW with Broadcom, Hock Tan to leave board

https://www.cnbc.com/2026/04/14/meta-commits-to-one-gigawatt-of-custom-chips-with-broadcom-as-hoc...
2•gmays•3m ago•0 comments

Ask HN: Sanity-check my numbers on EVs and solar power

1•zahlman•3m ago•0 comments

H.R.8250 – To require operating system providers to verify the age of any user

https://www.congress.gov/bill/119th-congress/house-bill/8250
1•Cyclone_•3m ago•0 comments

Show HN: Lookas – Terminal audio visualizer that's aligned for human perception

https://github.com/rccyx/lookas
1•rccyx•10m ago•1 comments

Node.js bindings for Nvidia cuVS > GPU-accelerated vector search

https://github.com/638Labs/cuvs-node
1•gmatt•10m ago•1 comments

A Survey of Workflow Optimization for LLM Agents

https://arxiv.org/abs/2603.22386
1•PaulHoule•10m ago•0 comments

Intel Desk – a live geopolitical and market desk with replayable source chains

https://www.inteldesk.app/
1•wudwerd01•10m ago•0 comments

Taxpayers to spend $477B on tax season

https://www.thecentersquare.com/national/article_27a78f27-ea2a-4adc-809a-aa77befdb3ff.html
2•speckx•13m ago•1 comments

Allbirds shares jump over 400% on plans to pivot to AI from sneakers

https://www.reuters.com/business/allbirds-shares-jump-over-400-plans-pivot-ai-sneakers-2026-04-15/
1•sph•13m ago•0 comments

Escaping the Fork: How Meta Modernized WebRTC Across 50 Use Cases

https://engineering.fb.com/2026/04/09/developer-tools/escaping-the-fork-how-meta-modernized-webrt...
1•ashvardanian•14m ago•0 comments

Empedocles fragments found in Egypt

https://metro.co.uk/2026/04/14/work-lost-philosopher-inspired-plato-aristotle-uncovered-egypt-279...
1•Iuz•17m ago•0 comments

Tesla 'Full Self-Driving' crashed through railroad gate seconds before train

https://electrek.co/2026/04/15/tesla-fsd-railroad-gate-oncoming-train-texas-owner/
3•Bender•17m ago•0 comments

Thomson Reuters Fired Worker for Speaking Out About ICE, Former Employee Says

https://www.404media.co/thomson-reuters-fired-worker-for-speaking-out-about-ice-former-employee-s...
15•Brajeshwar•18m ago•1 comments

Simdutf Can Now Be Used Without Libc++ or Libc++ABI

https://mitchellh.com/writing/simdutf-no-libcxx
2•cdrnsf•18m ago•0 comments

Show HN: Playbach.io, browser rhythm game (desktop)

https://playbach.io/
1•tsterin•19m ago•0 comments

Arm comes to the Framework 13 [video]

https://www.youtube.com/watch?v=CIb87SJ4xwo
4•znpy•20m ago•0 comments

Comparing Compression Tools

https://www.arp242.net/cmp-compress.html
1•ingve•21m ago•0 comments

Startups Are Context Arbitrages

https://www.alessiofanelli.com/posts/startups-are-context-arbitrages
1•FanaHOVA•23m ago•0 comments

Coq theorem prover is now called Rocq

https://rocq-prover.org/about
3•rwmj•23m ago•0 comments

Printing real headline news on the Commodore 64 with The Newsroom's Wire Service

http://oldvcr.blogspot.com/2023/03/printing-real-headline-news-on.html
1•superultra•23m ago•1 comments

Space Force looks at moving "significant number" of launches from ULA to SpaceX

https://arstechnica.com/space/2026/04/space-force-looks-at-moving-significant-number-of-launches-...
5•Bender•24m ago•1 comments

Opting out of cookies no guarantee

https://globalprivacyaudit.org/2026/california
1•HelloUsername•25m ago•0 comments

How Accurate Are Google's A.I. Overviews?

https://www.nytimes.com/2026/04/07/technology/google-ai-overviews-accuracy.html
1•bookofjoe•25m ago•2 comments

Lowdefy v5: The Config Webstack

https://lowdefy.com/articles/lowdefy-5-whats-new/
1•gervwyk•26m ago•0 comments

I made Agentation for vanilla JavaScript

https://github.com/mearnest-dev/agentation-vanilla
1•mearnest•26m ago•1 comments

Project Glasswing Has a Blind Spot. It's You

https://quodeq.ai/blog/glasswing-blind-spot/
3•vikDPG•26m ago•0 comments