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ChatGPT Ads as over 100k advertisers have used the platform

https://openai.com/index/chatgpt-ads-expands-26-new-countries/
2•haebom•2m ago•0 comments

Show HN: A stateless MCP server over our docs – search, list_topics, get_article

https://chinaready.co/docs/api/
2•martinliucn•4m ago•0 comments

ZK-irp-firewall: Zero-knowledge invariant enforcement for AI agents

https://github.com/trenttrinder1111-byte/zk-irp-firewall
2•trenttrinder111•5m ago•0 comments

A Markdown File Should Just Open

https://joshuamorris.info/notes/2026/10/13/a-markdown-file-should-just-open/
3•TheWoollyBully•6m ago•0 comments

Halloween Gothic Reading Pathway

https://www.betterreads.dev/blog/halloween-gothic-pathway
1•zlu•10m ago•0 comments

AI Agent Observability with OpenTelemetry

https://signoz.io/blog/opentelemetry-ai-agent-observability/
5•dhruv_ahuja•11m ago•0 comments

They Want Your Blood

https://www.theverge.com/column/1015563/blood-death-clock-longevity-apps-health-tech
1•saikatsg•14m ago•0 comments

Show HN: no-fi – a linter for the ASCII wireframes agents draw

https://github.com/p-a-u-l-i-e/no-fi
1•PaulVanOijen•17m ago•0 comments

Turning IPv6 tunnels into programmable delay lines for pulsing DoS

https://blog.apnic.net/2026/10/22/turning-ipv6-tunnels-into-programmable-delay-lines-for-pulsing-...
1•frostbyte7•18m ago•0 comments

Show HN: Aw-1 – Deterministic AST circuit breaker and kernel jail for AI agents

https://github.com/MvikManners/aw1-circuit-breaker
1•MvikVela•18m ago•0 comments

Digital Hygiene (2025)

https://karpathy.bearblog.dev/digital-hygiene/
1•vinhnx•20m ago•0 comments

Claude Code install script is down

https://downloads.claude.ai/claude-code-releases/bootstrap.sh
2•sspross•22m ago•0 comments

Chasing a Flake into OpenSSL's GCM Kloak Path

https://getkloak.io/blog/the-h-that-wasnt-there/
1•neo2006•25m ago•0 comments

Enterprises keep buying software upgrades that IT thinks will make things worse

https://arstechnica.com/information-technology/2026/10/survey-enterprises-waste-28-percent-of-sof...
2•joozio•25m ago•0 comments

"Ignore the Slop"

https://daniel.haxx.se/blog/2026/10/22/ignore-the-slop/
6•asimovDev•28m ago•0 comments

Accrescent: A novel Android app store focused on security, privacy and usability

https://accrescent.app/
1•teekert•31m ago•0 comments

Apple Ordered to Open iPhone to Rival App Stores in Australia

https://forums.macrumors.com/threads/apple-ordered-to-open-iphone-to-rival-app-stores-in-australi...
3•mjy78•33m ago•0 comments

As Politicians Argue About China, US Patients Find Cutting-Edge Treatment There

https://kffhealthnews.org/health-industry/china-cancer-drugs-foreign-travel-pharma-biotech-fda-re...
2•mathgenius•36m ago•0 comments

Show HN: git-found, fixes "Repository not found" with multiple GitHub accounts

https://github.com/advaith334/git-found
1•Advaith_12•37m ago•1 comments

Raycast Glaze

https://www.raycast.com/blog/meet-glaze
2•ankitg12•40m ago•0 comments

AI firms say UK has a year to head off datacentre protests

https://www.theguardian.com/uk-news/2026/oct/22/ai-firms-say-uk-has-a-year-to-head-off-datacentre...
3•beardyw•45m ago•1 comments

The CMS Isn't the Problem. The Boundary Is

https://compiledrogue.com/articles/the-cms-isnt-the-problem-the-boundary-is/
1•hypergeneric•48m ago•0 comments

Mortal Kompute

https://mortalkompute.xyz/
1•potatothrowings•52m ago•1 comments

IBM CEO says open weight models are now irresistibly good and cheap on-prem

https://www.theregister.com/systems/2026/10/22/ibm-ceo-says-open-weight-models-are-now-irresistib...
4•beardyw•54m ago•2 comments

AI revealed 400 years of seafaring history

https://www.bbc.com/news/articles/cr93z9zq5l9jo
5•1659447091•1h ago•0 comments

Show HN: Kuron – An LLM acts as your app so you can try ideas before building

https://kuron.pages.dev/
1•kofdai•1h ago•0 comments

Samsamelo – Silicon Valley selling trolley problem lies [no link]

1•awbvious•1h ago•8 comments

El CLásico

https://en.wikipedia.org/wiki/El_Cl%C3%A1sico
2•chistev•1h ago•0 comments

AI Hasn't Spurred Widespread Layoffs Yet. Why Not?

https://www.library.hbs.edu/working-knowledge/ai-hasnt-spurred-widespread-layoffs-yet-why-not
3•snarky-comments•1h ago•0 comments

Bringing Omarchy's Hyprland Workflow to macOS

https://psalabs.eu/articles/2026/08/omarchy-hyprland-workflow-on-macos/
1•ankitg12•1h ago•0 comments
Open in hackernews

Show HN: I Vibecoded a Python Class Hierarchy Checker (Needs Your Eyes)

https://github.com/agaz1985/umberto
2•adale•1y ago
I vibecoded a static checker for Python class hierarchies. Basically a tool that scans inheritance trees, spots structural issues (like unimplemented abstract methods or messy multiple inheritance), and helps enforce clean design patterns without running the code. Additionally, if you provide an OpenAI key, it suggests you how to refactor with composition.

It’s still rough and definitely needs polish and tests, but I wanted to put it out there early to see if it might be interesting or useful to others.

I’d love your thoughts. Is this something you’d find useful? Or is it solving a non-problem? Curious to hear what you think.

Contributions are very welcome. Feel free to open issues or PRs if you have ideas or just want to help shape it.

Repo: https://github.com/agaz1985/umberto