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Project Hydra: Improving state resolution in Matrix

https://matrix.org/blog/2025/08/project-hydra-improving-state-res/
2•todsacerdoti•28s ago•0 comments

Study reveals salps play outsize role in damping global warming (2023)

https://www.vims.edu/newsandevents/topstories/2023/salp_pump.php
1•bmau5•5m ago•0 comments

You do the best you can

https://ryanglover.net/blog/you-do-the-best-you-can
1•rglover•7m ago•0 comments

Meta Leaks Part 2: How to Kill a Social Movement

https://archive.org/details/meta_leaks_part_2
1•icw_nru•9m ago•0 comments

Show HN: The Blog of Alexandria

https://the-blog-of-alexandria.ricciuti.app/about
1•pablopang•9m ago•0 comments

L1B3RT4S Liberation Prompts for LLMs

https://github.com/elder-plinius/L1B3RT4S
1•wjrb•10m ago•1 comments

Show HN: Constant Entropy Mixtape Vol.01

https://jsr.io/@imcotton/contropy/0.10.2/src/mix/vol01.ts
1•imcotton•12m ago•0 comments

Show HN: My job search was a mess of spreadsheets, so I built an AI copilot

https://sagarty.com/
2•razf6•13m ago•2 comments

Mississippi may require age verification, Supreme Court says

https://www.cnn.com/2025/08/14/politics/supreme-court-netchoice-mississippi-age-verification
2•wylie39•15m ago•3 comments

Show HN: Happy Coder – End-to-End Encrypted Mobile Client for Claude Code

https://github.com/slopus/happy
8•ex3ndr•16m ago•0 comments

Context with Lars Grammel (Vercel AI SDK, Interview) [video]

https://www.youtube.com/watch?v=vNUSbZCYzq8
1•clemo_ra•16m ago•0 comments

Logistics advice for the independent map seller

https://docs.google.com/document/d/1LTgFCOMtSCPB6JM_3VvxFH0BFsQyKhpWRNB1HUbbWrE/edit?tab=t.0#heading=h.x8w141n1huw0
1•speckx•18m ago•0 comments

Most creators will fail in the next 12 months

https://letters.thedankoe.com/p/most-creators-will-fail-in-the-next
2•jger15•18m ago•1 comments

Claude Code Output Styles

https://docs.anthropic.com/en/docs/claude-code/output-styles
3•tzury•20m ago•0 comments

Show HN: FirstUser – Exchange reviews for your product launches

https://firstuser.app
1•sgraphics8•20m ago•0 comments

AI's Serious Python Bias: Concerns of LLMs Preferring One Language

https://medium.com/techtofreedom/ais-serious-python-bias-concerns-of-llms-preferring-one-language-2382abb3cac2
2•thunderbong•23m ago•0 comments

Running Wayland Clients as Non-Root Users on Yocto

https://embeddeduse.com/2025/08/11/running-wayland-clients-as-non-root-users/
2•jandeboevrie•27m ago•0 comments

OpenWebRx Turn any SDR device into a Web-based Receiver

https://www.openwebrx.de/
1•lemonberry•27m ago•0 comments

Misunderstood "photophoresis" effect could loft metal sheets to exosphere

https://arstechnica.com/science/2025/08/misunderstood-photophoresis-effect-could-loft-metal-sheets-to-exosphere/
1•LorenDB•27m ago•0 comments

Safeguarded AI Meeting

https://johncarlosbaez.wordpress.com/2025/08/14/safeguarded_ai_meeting/
1•mathgenius•28m ago•0 comments

Anyone else noticing that enterprise support is just ChatGPT/copilot?

https://old.reddit.com/r/sysadmin/comments/1mpcn6k/anyone_else_noticing_that_enterprise_support_is/
2•speckx•29m ago•0 comments

Italian unicorn Bending Spoons secures over €500M in debt

https://sifted.eu/articles/bending-spoons-500m-e-debt-raise
2•franch•30m ago•0 comments

Russian hackers seized control of Norwegian dam, spy chief says

https://www.theguardian.com/world/2025/aug/14/russian-hackers-control-norwegian-dam-norway
5•bookofjoe•30m ago•0 comments

Tensorflow.js Typosquatting Attack

https://safedep.io/malicious-npm-package-targeting-tensorflow-users/
1•infiniteregrets•31m ago•0 comments

Migrating from Monolith to Serverless

2•natholea•35m ago•0 comments

Scraping the Barrel: Attrition and Cannibalization

https://bigserge.substack.com/p/scraping-the-barrel-attrition-and
1•hackandthink•36m ago•0 comments

Show HN: Mapping the Network Behind "The Network State"

https://www.evai.ai/en/the-network-state
1•evai•37m ago•0 comments

Steve Wozniak: 'I am the happiest person ever' and 'I never sold out'

https://yro.slashdot.org/comments.pl?sid=23765914&cid=65583466
28•MilnerRoute•37m ago•2 comments

Avalanche Energy hits key milestone on the road to a desktop fusion reactor

https://techcrunch.com/2025/07/23/avalanche-energy-hits-key-milestone-on-the-road-to-a-desktop-fusion-reactor/
1•PaulHoule•40m ago•0 comments

Show HN: I made a habit-replacement app in 5 days with 0 coding experience

https://www.swaphabit.com
1•RaoufLamri•41m ago•0 comments
Open in hackernews

How we use a 3-stage, human-in-the-loop AI workflow to overhaul rsyslog's docs

https://www.rsyslog.com/shipping-better-docs-with-ai-restructuring-module-parameters-for-clarity-and-consistency/
1•rgerhards•2h ago

Comments

rgerhards•2h ago
We've been tackling a massive documentation restructuring for rsyslog and are sharing the workflow we've designed. Our approach is "responsible AI in OSS," using a three-stage, human-in-the-loop system. We codify our rules in a prompt, use an AI to generate the changes, and then validate them with another AI and CI.

We'd love to hear your opinions and concerns about this process. How do we ensure human oversight remains effective? What are the biggest risks you see in a workflow like this?