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MinionS Protocol – Cost-Efficient Local-Remote LLM Collaboration

https://github.com/docker/compose-for-agents/tree/52171991f314a9c95734f3779940bad6e48eedb8/minions
1•mycall•2h ago

Comments

mycall•2h ago
This is the repo related to Docker's article on Hybrid AI [0].

> This example demonstrates the MinionS protocol, a groundbreaking approach for cost-efficient collaboration between small on-device models and large cloud models. Based on research from Stanford's Hazy Research lab, MinionS achieves 5.7× cost reduction while maintaining 97.9% of cloud model performance.

[0] https://www.docker.com/blog/hybrid-ai-and-how-it-runs-in-doc...

Started with a container restart, now hacking on a control tool

https://github.com/OpsiMate/OpsiMate
1•ghsiku•3m ago•1 comments

Show HN: Desk-and-Bedside Glucose Monitor

https://github.com/giovantenne/CG2-T1D
1•zener79•3m ago•0 comments

California AG to OpenAI: Harm to Children Will Not Be Tolerated

https://oag.ca.gov/news/press-releases/attorney-general-bonta-openai-harm-children-will-not-be-to...
3•thoughtpeddler•4m ago•0 comments

Anthropic to pay $1.5B to settle lawsuit over pirated training material

https://www.axios.com/2025/09/05/anthropic-ai-copyright-settlement
2•puttycat•9m ago•0 comments

Show HN: Stroboscopic Instrument Tuner

https://github.com/dsego/strobe-tuner
1•dsego•9m ago•0 comments

Great attorney (Mom and Pop shop) for incorporating Delaware C-corp

1•michakhidenor•11m ago•0 comments

The Wotancraft Rider V2 Photography Sling Is Inspired by Cycling Bags

https://petapixel.com/2025/08/21/the-wotancraft-rider-v2-photography-sling-is-inspired-by-cycling...
1•PaulHoule•11m ago•0 comments

Introducing Speed Brain: helping web pages load 45% faster

https://blog.cloudflare.com/introducing-speed-brain/
1•Velocifyer•12m ago•0 comments

Show HN: I built a public and open llms.txt endpoint for every domain

https://llms.page/
1•davidswb•13m ago•0 comments

The Day I Kissed Comment Culture Goodbye

https://sustainableviews.substack.com/p/the-day-i-kissed-comment-culture
1•spyckie2•17m ago•0 comments

Managing Multiple Claude Code Sessions Without Worktrees

https://gitbutler.ghost.io/parallel-claude-code/
1•Destiner•17m ago•0 comments

Russian spy drones over Germany: Why the Bundeswehr cannot shoot them down

https://www.euronews.com/2025/09/05/russian-spy-drones-over-germany-why-bundeswehr-can-not-shoot-...
4•guerrilla•18m ago•1 comments

Show HN: ClodPod – Run Claude Code Safely in a macOS VM

https://github.com/webcoyote/clodpod
1•netcoyote•20m ago•0 comments

William James at CERN (1995)

http://bactra.org/wm-james-at-cern/
1•benbreen•21m ago•0 comments

What Happened to WASD Keyboards?

https://discourse.codinghorror.com/t/what-happened-to-wasd-keyboards/10143
1•politelemon•24m ago•1 comments

MileSan: Detecting μ-Architectural Leakage via Differential HW/SW Taint Tracking

https://comsec.ethz.ch/research/hardware-design-security/milesan-detecting-exploitable-microarchi...
2•vogr•26m ago•0 comments

A Greek Island's First Settlers Weren't Human

https://newlinesmag.com/essays/a-greek-islands-first-settlers-werent-human/
2•diodorus•31m ago•0 comments

The lone unsolved problem from the ICPC 2025 world finals [pdf]

https://worldfinals.icpc.global/scoreboard/2025/problems/C.pdf
2•parkaboy•33m ago•0 comments

Microsoft 365 Copilot pilot: DBT evaluation report

https://www.gov.uk/government/publications/microsoft-365-copilot-pilot-dbt-evaluation-report
1•edent•33m ago•0 comments

Feds order Pennsylvania fossil-fuel plant to stay open another 90 days

https://www.power-eng.com/gas/feds-order-pennsylvania-fossil-fuel-plant-to-stay-open-another-90-d...
1•geox•35m ago•1 comments

Flookup: The OpenRefine Alternative for Google Sheets Users

https://www.getflookup.com/blog/openrefine-alternative-data-cleaning/
1•ogora•35m ago•0 comments

The Boring Future of GenAI

https://blog.circuitsofimagination.com/2025/09/05/the-boring-future-of-genai.html
1•tantalum•35m ago•0 comments

Anthropic reaches landmark $1.5B copyright deal with book authors

https://www.washingtonpost.com/technology/2025/09/05/anthropic-book-authors-copyright-settlement/
6•acomjean•36m ago•0 comments

Ask HN: How do I manage auto-updates during testing on Windows?

1•inglor_cz•36m ago•0 comments

Scale AI's former CTO launches AI agent that could solve big data's big problem

https://techcrunch.com/2025/09/05/scale-ais-former-cto-launches-ai-agent-that-could-solve-big-dat...
1•rntn•37m ago•0 comments

A venture capitalist goes to extremes to punish her surrogate

https://www.wired.com/story/the-baby-died-whose-fault-is-it-surrogate-pregnancy/
6•MattGrommes•39m ago•1 comments

Students face new cellphone restrictions in 17 states as school year begins

https://apnews.com/article/schools-cellphone-bans-social-media-parents-d6464fbfdfae83189c752fe0c4...
3•worik•39m ago•0 comments

X Design Notes: Unifying OCaml Modules and Values

https://blog.polybdenum.com/2025/08/19/x-design-notes-unifying-ocaml-modules-and-values.html
2•todsacerdoti•39m ago•0 comments

Teen loneliness triggers 'reward seeking' behaviour

https://www.cam.ac.uk/research/news/teen-loneliness-triggers-reward-seeking-behaviour
1•gnabgib•42m ago•2 comments

Ask HN: Why is everyone suddenly so interested in AI browsers?

https://techcrunch.com/podcast/atlassians-610m-bet-and-why-everyones-fighting-over-your-browser/
2•rkwap•43m ago•1 comments