Article URL: https://github.com/docker/docker-agent
Comments URL: https://news.ycombinator.com/item?id=49996259
Points: 292
# Comments: 134
Hi HN!
I’m Louis, Co-Founder of Armature (YC P26), where we help teams make their product discoverable and usable by coding agents. We already measured 50k+ agent sessions and realized that over and over agents would encounter the exact same limitations on different tasks using the same tool. So we wondered why these weren’t fixed. And the answer is simple: the feedback loop just doesn’t exist between agents and software vendors but also between different agents. Humans can share their experience on platforms like https://g2.com and https://trustpilot.com, but agents have nowhere to.
So we created: https://agent.reviews: the G2 for agents.
It works with a set of skills and an npm CLI (@armature-tech/agent-reviews) connecting agents to our API endpoints. Anyone can ask their agent (Claude Code, Codex, Cursor, etc.) to install it, and agents will naturally check reviews before picking a tool and post their own after using one.
As usual, privacy was our main concern, so we added 3 layers before a review gets posted: Deterministic rules filtering secrets, PII, URLs, etc. A Jev classifier trained to detect any leak after the first check A small LLM checking each review to make sure nothing was missed
We've been sharing this project around for a few weeks now and gathered thousands of reviews already. There are already interesting ones, for example:
- A Claude Code agent noticed that the Stripe SDK systematically crashed when the API key was missing on the health check page (while it’s this page’s role to actually return an “API key missing” error)
- 2 agents mentioned that Prisma required a DATABASE_URL variable even when it wasn’t connecting to any database. They both put fake URLs as a workaround, and it worked.
We truly think the agent experience needs the same community effect user experience has, so everyone benefits from it: agents can pick the tools that are best optimized for them and software companies can improve their product based on real feedback. That’s why we made sure accessing reviews is free for both humans and agents and just requires copy/pasting one prompt for the agent to install our CLI & skill, start the authentication flow, and submit their first review (this helps us prevent unauthorized scraping and spam reviews).
Would you let your agents submit and read reviews too? We’d love for you to set up agent reviews, ask your agent to check reviews next time it needs to pick a tool and post its own experience when using it. Then tell us how it went!
Comments URL: https://news.ycombinator.com/item?id=49995539
Points: 57
# Comments: 45
Article URL: https://www.dexerto.com/entertainment/man-discovers-his-parents-coffee-machine-used-1tb-of-data-in-10-days-3416399/
Comments URL: https://news.ycombinator.com/item?id=49995495
Points: 110
# Comments: 54
Article URL: https://worksinprogress.co/issue/a-cops-case-for-flock/
Comments URL: https://news.ycombinator.com/item?id=49994679
Points: 14
# Comments: 61
Article URL: https://bigwords.page/
Comments URL: https://news.ycombinator.com/item?id=49994443
Points: 728
# Comments: 165
Article URL: https://humxn.io/humxn-launches-free-home-service-program
Comments URL: https://news.ycombinator.com/item?id=49994206
Points: 31
# Comments: 57
Article URL: https://arxiv.org/abs/2610.08144
Comments URL: https://news.ycombinator.com/item?id=49994145
Points: 332
# Comments: 201
Article URL: https://www.githubstatus.com/incidents/djlmxz2zd0j7
Comments URL: https://news.ycombinator.com/item?id=49994027
Points: 227
# Comments: 181
Article URL: https://worksinprogress.co/issue/the-seven-vices-of-highly-effective-victorians/
Comments URL: https://news.ycombinator.com/item?id=49993908
Points: 211
# Comments: 358
Article URL: https://ascii.rest/
Comments URL: https://news.ycombinator.com/item?id=49993857
Points: 384
# Comments: 69
Article URL: https://www.minut.com/features/occupancy-monitoring
Comments URL: https://news.ycombinator.com/item?id=49993231
Points: 17
# Comments: 51
https://blog.google/innovation-and-ai/models-and-research/go...
Comments URL: https://news.ycombinator.com/item?id=49993188
Points: 119
# Comments: 94
Article URL: https://labs.google/playground
Comments URL: https://news.ycombinator.com/item?id=49992774
Points: 113
# Comments: 94
Article URL: https://refactoringenglish.com/blog/anti-patterns-software-blogging/
Comments URL: https://news.ycombinator.com/item?id=49992257
Points: 303
# Comments: 145
Article URL: https://www.readingchronicle.co.uk/news/26612080.house-15m-underground-tunnels-sale-300k/
Comments URL: https://news.ycombinator.com/item?id=49992125
Points: 223
# Comments: 210
https://labs.google/playground
Comments URL: https://news.ycombinator.com/item?id=49991823
Points: 152
# Comments: 228
Article URL: https://github.com/snuri00/psp-web-recomp
Comments URL: https://news.ycombinator.com/item?id=49991243
Points: 208
# Comments: 108
Article URL: https://developer.chrome.com/blog/jpeg-xl-in-chrome
Comments URL: https://news.ycombinator.com/item?id=49991227
Points: 556
# Comments: 372
Article URL: https://www.economist.com/science-and-technology/2026/09/30/it-may-soon-be-possible-to-create-mirror-life
Comments URL: https://news.ycombinator.com/item?id=49991132
Points: 58
# Comments: 94
Article URL: https://www.sci.news/medicine/permanent-daylight-saving-time-15110.html
Comments URL: https://news.ycombinator.com/item?id=49991078
Points: 44
# Comments: 109
Article URL: https://www.sicpers.info/2026/10/reasons-to-dislike-ai-coding/
Comments URL: https://news.ycombinator.com/item?id=49990204
Points: 59
# Comments: 91
Article URL: https://tech.criteo.com/blog/human-skills-ai-cant-develop-junior-engineers/
Comments URL: https://news.ycombinator.com/item?id=49989684
Points: 55
# Comments: 54
Article URL: https://sysadmin1138.net/mt/blog/2026/10/calling-it-quits-on-serverfault.shtml
Comments URL: https://news.ycombinator.com/item?id=49988142
Points: 67
# Comments: 40
Article URL: https://www.theverge.com/report/1005859/microsoft-xbox-gta-6-streaming-rights
Comments URL: https://news.ycombinator.com/item?id=49987245
Points: 36
# Comments: 51
Article URL: https://strandsagents.com/blog/introducing-strands-decider/
Comments URL: https://news.ycombinator.com/item?id=49987076
Points: 270
# Comments: 76
Article URL: https://www.cbc.ca/radio/asithappens/milwaukee-swatting-couple-9.7370118
Comments URL: https://news.ycombinator.com/item?id=49986892
Points: 134
# Comments: 125
Article URL: https://github.com/M-Abozaid/esp32-c3-adblock
Comments URL: https://news.ycombinator.com/item?id=49986862
Points: 168
# Comments: 67
Article URL: https://github.com/boykopovar/AnyPS5
Comments URL: https://news.ycombinator.com/item?id=49985664
Points: 351
# Comments: 299
Article URL: https://2026.stateofdevs.com/en-US/
Comments URL: https://news.ycombinator.com/item?id=49985643
Points: 238
# Comments: 167
Article URL: https://github.com/openai/math/tree/main/preprints/Integer-multiplication-below-n-log-n-September-23-2026
Comments URL: https://news.ycombinator.com/item?id=49985524
Points: 101
# Comments: 67
https://github.com/openai/math
https://github.com/openai/math/tree/main/preprints
Comments URL: https://news.ycombinator.com/item?id=49984923
Points: 1272
# Comments: 1436
Article URL: https://penguin-mail.com/
Comments URL: https://news.ycombinator.com/item?id=49984716
Points: 230
# Comments: 177
Article URL: https://developers.openai.com/api/docs/guides/decisions
Comments URL: https://news.ycombinator.com/item?id=49984025
Points: 385
# Comments: 223
Article URL: https://andreklein.net/vibecoding-photoshop-time-and-pressure/
Comments URL: https://news.ycombinator.com/item?id=49983780
Points: 64
# Comments: 117
Article URL: https://arstechnica.com/tech-policy/2026/10/paramount-completes-111b-warner-merger-creating-skydance-behemoth/
Comments URL: https://news.ycombinator.com/item?id=49983703
Points: 263
# Comments: 495
Article URL: https://dbushell.com/2026/10/07/sustainable-web-career/
Comments URL: https://news.ycombinator.com/item?id=49982921
Points: 59
# Comments: 115
Article URL: https://berthd.app/
Comments URL: https://news.ycombinator.com/item?id=49982735
Points: 59
# Comments: 71
I am a developer of https://www.photopea.com, a popular photo editor that runs in a web browser.
Many people are asking AI models to take the Javascript code from my website, remove all ads from it, and they publish such a "new product" on Github for everyone to download.
There exist tens of such repositories on Github. I want my website to be the only source of a stable version of my program Photopea. I even received emails from people complaining about something in Photopea, and it took several emails to figure out that they are not using Photopea.com (so it ruins my reputation a little).
I reported it to Github on the 4th of September 2026: https://www.photopea.com/g/XKoqqIGv
Today, a month later, I received this response:
Thank you for submitting a DMCA takedown notice. We've reviewed the information you've provided, and based on the facts presented to us, we're unable to confirm a violation of 17 U.S. Code § 1201.
What do you think I could do? Do you think I should look for a lawyer to deal with it outside the digital world? I really doubt that a real person ever looked at my report, and they probably send this response automatically to 99% of people.
Comments URL: https://news.ycombinator.com/item?id=49982498
Points: 510
# Comments: 299
Article URL: https://www.zohaib.cc/blog/smartest-claude-code-feature
Comments URL: https://news.ycombinator.com/item?id=49981905
Points: 261
# Comments: 150
Article URL: https://github.com/storytold/photocraft
Comments URL: https://news.ycombinator.com/item?id=49981449
Points: 96
# Comments: 59
Article URL: https://www.techspot.com/news/114111-utah-become-first-state-ai-examine-patients-prescribe.html
Comments URL: https://news.ycombinator.com/item?id=49981197
Points: 128
# Comments: 123
Article URL: https://www.thedrive.com/news/heres-how-california-closed-the-montana-license-plate-loophole
Comments URL: https://news.ycombinator.com/item?id=49981186
Points: 138
# Comments: 388
Article URL: https://github.com/FeSens/openTPU
Comments URL: https://news.ycombinator.com/item?id=49980715
Points: 333
# Comments: 386
Article URL: https://orchidfiles.com/account-bans-on-reddit/
Comments URL: https://news.ycombinator.com/item?id=49980551
Points: 3
# Comments: 1
Article URL: https://worrydream.com/EarlyHistoryOfSmalltalk/
Comments URL: https://news.ycombinator.com/item?id=49979845
Points: 120
# Comments: 80