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Show HN: Juakali: a datalayer to build artificial general engineer

https://4dlab.xyz/juakali/
1•m_2018•4m ago•0 comments

A $40M Gold Heist Risks Exposing CIA's Top-Secret Spy Programs

https://www.wsj.com/politics/national-security/a-40-million-gold-heist-risks-exposing-cias-top-se...
1•otherjason•8m ago•0 comments

Klue OAuth breach victim list grows as Icarus hackers claim attack

https://www.bleepingcomputer.com/news/security/klue-oauth-breach-victim-list-grows-as-icarus-hack...
2•parable•12m ago•0 comments

Why People Ditch Smartwatches for Something Simpler

https://www.engadget.com/2197565/reasons-why-people-ditch-smartwatches-something-simpler/
1•NordStreamYacht•14m ago•0 comments

Forked CozoDB to give agents cognitive primitives

1•shanrizvi•14m ago•0 comments

Clear – Intent-First Agentic Development Language

https://sahin.io/clear/
1•giuliomagnifico•17m ago•0 comments

Compound Eye

https://en.wikipedia.org/wiki/Compound_eye
1•o4c•18m ago•0 comments

The Future Is ClaudeVM

https://jperla.com/blog/the-future-is-claudevm
1•satvikpendem•19m ago•0 comments

Researchers drop checkm8-style BootROM exploit for A12 and A13 iPhones

https://www.theregister.com/security/2026/06/19/researchers-drop-checkm8-style-bootrom-exploit-fo...
1•Timofeibu•21m ago•0 comments

Breadcrumbs

https://map.simonsarris.com/p/breadcrumbs
1•simonsarris•21m ago•0 comments

Dementia Risk After Recombinant Herpes Zoster Vaccination in Older Adults

https://www.acpjournals.org/doi/10.7326/ANNALS-25-04689
1•atombender•22m ago•0 comments

Thermodynamic Measure of Intelligence

https://arxiv.org/abs/2606.20231
1•sbulaev•24m ago•0 comments

Rethinking Modularity in Ruby Applications

https://noteflakes.com/articles/2026-06-18-syntropy-modules
2•thunderbong•27m ago•0 comments

Ming Yang Unveils Next-Gen 50 MW Floating Wind Turbine

https://en.myse.com.cn/news/info.aspx?itemid=2534
1•thelastgallon•28m ago•1 comments

XLibre XServer 25.2.0 Released

https://github.com/X11Libre/xserver/wiki/XLibre-XServer-25.2-Changes
15•calvinmorrison•37m ago•12 comments

Cyberdecks, going analog, and convivial technology

https://blog.hydroponictrash.solar/cyberdecks-going-analog-and-convivial-technology/
1•akkartik•37m ago•0 comments

Secretive Wall Street Powerhouse Jane Street Seizes the AI Spotlight

https://www.wsj.com/tech/ai/jane-street-ai-wall-street-bdfcc81a
1•pondsider•41m ago•0 comments

Brain-computer interface enables independent communication for man with ALS

https://health.ucdavis.edu/news/headlines/brain-computer-interface-enables-independent-accurate-c...
1•gmays•43m ago•0 comments

Diffusion‑based LLMs generate many parallel tokens rather than one‑by‑one

https://www.inceptionlabs.ai/
1•binyu•46m ago•0 comments

Painting a Landscape with Mathematics [video]

https://www.youtube.com/watch?v=BFld4EBO2RE
1•soupspaces•49m ago•0 comments

Show HN: Vxpix – $50 lifetime screenshot API, URL to image in <1s

https://tool.vxpix.com/
1•vxpix•58m ago•0 comments

Show HN: Schemic – your database schema, in the Zod API you know

https://schemic.dev/
1•msanchezdev•59m ago•0 comments

Scientists warn 'Godzilla' El Niño could intensify climate impacts worldwide

https://www.npr.org/2026/06/17/nx-s1-5860821/el-nino-peru-climate
1•rolph•59m ago•1 comments

Show HN: Muninn - 8 Security scanners in one GitHub Action

https://github.com/skaldlab/muninn
1•sg0nzalez83•59m ago•0 comments

Historic Firsts – a daily game about ranking firsts in history

https://playhistoricfirsts.com/
1•jeremyfrancis87•1h ago•0 comments

Gizmodo compromised, serving ClickFix malware capchas

https://gizmodo.com/io9
5•radley•1h ago•1 comments

show hn: Turn server photos into editable rack templates (experimental)

https://react-networks-lib.rackout.net/asset-designer
1•matt-p•1h ago•0 comments

The Standard Model from the octonions on a hyperbolic 24-cell lattice

https://zenodo.org/records/20768426
2•lancejpollard•1h ago•0 comments

Wave Equation with Computable Initial Data and Solution Is Nowhere Computable

https://dl.acm.org/doi/abs/10.1002/malq.19970430406
2•measurablefunc•1h ago•0 comments

MojiMoshi – create an AI agent that lives in Telegram or Line

https://mojimoshi.com/
1•xsirix•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