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Agent runtime reduces LLM turns by 80% with a higher success rate in DeepSWE

https://github.com/Tura-AI/tura
1•yohji1984•1h ago

Comments

yohji1984•1h ago
Hi HN, I've been working on an agentic runtime framework. The earlier benchmark eval is promising. But I can see the limits of the test design and the fragility of the runtime itself. I would like to ask for your reviews of the framework and the eval process itself.

https://github.com/Tura-AI/tura

https://turaai.net/docs#benchmark-current-test-set-record

Tura-AI/tura https://turaai.net/blog#why-i-am-building-tura

The Psychology of Software Teams

https://www.routledge.com/The-Psychology-of-Software-Teams/Hicks/p/book/9781032963389
1•dcre•47s ago•0 comments

Show HN: AI-powered sports analytics and social betting platform

https://statsniper.com/
1•not_wowinter13•56s ago•0 comments

Featurevisor v3 – open-source feature flags management with Git

https://featurevisor.com/blog/v3-release/
1•fahad19•2m ago•0 comments

Open-source memory for coding agents, synced over SSH

https://github.com/vshulcz/deja-vu/
1•vshulcz•2m ago•0 comments

Unsolved Problems in MLOps

https://spawn-queue.acm.org/doi/pdf/10.1145/3762989
1•gnyeki•2m ago•0 comments

Purging George Orwell's books misses what drives the political right

https://theloop.ecpr.eu/purging-the-books-of-george-orwell-will-not-halt-the-rise-of-the-politica...
1•jruohonen•3m ago•1 comments

Codex Micro

https://openai.com/supply/co-lab/work-louder/
2•davidbarker•4m ago•0 comments

OpenAI's first branded hardware is a light-up keyboard?

https://arstechnica.com/ai/2026/07/openais-first-branded-hardware-is-a-light-up-keyboard/
1•cdrnsf•4m ago•0 comments

OpenAI Launches Hardware for Codex

https://www.theverge.com/ai-artificial-intelligence/965901/openai-hardware-codex-micro-launch
1•whalesalad•4m ago•0 comments

2081681993819799846994786333448627702865224538845305484256394568209274196 (etc.) [video]

https://www.youtube.com/watch?v=1cvKGqgOx_8
1•lr0•4m ago•0 comments

Network routing correctness ≠ distribution completeness [pdf]

https://static1.squarespace.com/static/6a0160b578abca0542beab1d/t/6a545da888c407314b0e6289/178391...
1•siliconmtn•5m ago•0 comments

Show HN: OtoDock, run Claude Code and Codex as a team of agents on your server

https://github.com/OtoDock/oto-dock/
1•dimitrismrtzs•5m ago•0 comments

What happens when your VPN meets 200 AI agents

https://thenewstack.io/unified-access-ai-agents/
1•Brajeshwar•5m ago•0 comments

Kilo Code has been acquired by Anaconda

https://twitter.com/kilocode/status/2077394060248076699
3•tosh•6m ago•0 comments

We're Starting To Trust Some Clusters - OCI Has Two Of Them

https://webbynode.com/articles/were-starting-to-trust-some-clusters-oci-is-one-of-them
1•gsgreen•8m ago•0 comments

Rest of the Owl: Completes the full dev cycle given a well defined task

https://github.com/steph-dove/klaussy-agents/blob/main/src/klaussy/templates/skills/rest-of-the-o...
1•klaussy•8m ago•0 comments

BREAKFAST – Mechanical Engineer – Brooklyn NY – On-Site – Full-Time or Freelance

https://theartistbreakfast.com/works
1•mattiasgunneras•8m ago•0 comments

The Other Norwegian

https://granta.com/the-other-norwegian/
1•jruohonen•9m ago•0 comments

Nix in FedRAMP High environments now available in FlakeHub

https://determinate.systems/blog/flakehub-fedramp-high/
2•jmartens•9m ago•0 comments

German Court Orders Deletion of Footage Exposing Pig Gas Chambers

https://veganhorizon.substack.com/p/punished-for-exposing-the-truth
2•hn_acker•9m ago•0 comments

Show HN: Mindlas – catch your coding agent drifting before the bad code lands

https://github.com/Evolutionairy-AI/MINDLAS
1•MAESTRO1955•12m ago•0 comments

How we're saving 50k$ of Claude API every month

https://github.com/regolo-ai/brick-SR1
1•FrancescoMassa•12m ago•1 comments

After Geneva, AI Governance Must Confront the Trust Deficit

https://www.techpolicy.press/after-geneva-ai-governance-must-confront-the-trust-deficit/
1•cdrnsf•14m ago•0 comments

The Internet Had a North Star. The UN's Global Dialogue Made Clear AI Doesn't

https://www.techpolicy.press/the-internet-had-a-north-star-the-uns-global-dialogue-made-clear-ai-...
1•cdrnsf•15m ago•0 comments

Alzheimer's Blood Tests Offer New Promise to Diagnose and Predict the Disease

https://www.nytimes.com/2026/07/15/well/mind/alzheimers-disease-blood-tests-symptoms.html
2•elo2000•15m ago•0 comments

Treating generic drugs as something special can wreck affordability

https://www.46brooklyn.com/research/wrecklimid-how-treating-generic-drugs-as-something-special-ca...
2•toomuchtodo•16m ago•1 comments

Meta employees sue, allege AI-driven layoffs targeted medical, parental leave

https://apnews.com/article/meta-lawsuit-workers-target-ai-layoffs-leave-019fb9c7fdc09167e91547546...
3•1vuio0pswjnm7•16m ago•0 comments

Show HN: misa77 - a codec that decodes 2x faster than LZ4 (at better ratios)

https://github.com/welcome-to-the-sunny-side/misa77
2•nonadhocproblem•18m ago•0 comments

Narrative Analysis: Case studies in heat resilience

https://www.undrr.org/media/108608/download
1•jruohonen•18m ago•0 comments

J-space comparisons across open models

https://eliebak.com/viz/jspace-open-v2
2•babelfish•19m ago•0 comments