frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Yann LeCun on What Comes After LLMs [video]

https://www.youtube.com/watch?v=ngBraLDqzdI
1•caminante•3m ago•0 comments

Speculative Decoding, Visualized

https://www.adaptive-ml.com/post/speculative-decoding-visualized
1•krackers•11m ago•0 comments

Optimal Elevator Placement

https://jslandy.com/elevators/
1•efavdb•13m ago•0 comments

The "memory shortage" that no one saw coming

https://greyenlightenment.com/2026/07/28/the-memory-shortage-no-one-saw-coming/
1•paulpauper•15m ago•0 comments

OPM finalizes rules expanding its power over RIFs, employee appeals

https://www.govexec.com/workforce/2026/07/opm-finalizes-rules-expanding-its-power-over-rifs-emplo...
1•WaitWaitWha•16m ago•0 comments

Rare footage of humpback whale birth captured on drone video

https://www.cbsnews.com/news/humpback-whale-birth-drone-video/
1•WaitWaitWha•18m ago•0 comments

Send a file from this browser as a stream of QR codes

https://app.transfqr.com
1•mohyware•19m ago•0 comments

His Wedding Guests Were Arriving–Just as His $45B Fund Was Falling Apart

https://www.wsj.com/finance/leopold-aschenbrenner-situational-awareness-ai-fund-597633d3
1•oliver236•21m ago•0 comments

Salmon Hat

https://en.wikipedia.org/wiki/Salmon_hat
2•1659447091•28m ago•0 comments

AI Visibility Evidence Model: Five Factors, Graded by Evidence

https://www.richresults.ai/evidence.html
1•spetschinka•29m ago•0 comments

The year Claude users sued over limits is the year the limits mostly went up

https://okaneland.com/study/claude-code-limits/
2•ermantrout•30m ago•0 comments

Requirements for Interference-Tolerant Radio Altimeter Systems

https://www.federalregister.gov/documents/2026/01/07/2026-00051/requirements-for-interference-tol...
1•Jimmc414•31m ago•0 comments

Explorative Modeling – A new axis for pre-training

https://arxiv.org/abs/2607.27372
3•piesauce•31m ago•2 comments

Looking inside a 1970s PROM chip that stores data in microscopic fuses (2019)

https://www.righto.com/2019/07/looking-inside-1970s-prom-chip-that.html
1•Jimmc414•32m ago•0 comments

Uranium in cobalt-hydroxide exports from the Democratic Republic of the Congo

https://www.nature.com/articles/s41467-026-75910-z
1•Jimmc414•33m ago•0 comments

Freeze the model, train the harness: gains transfer across LLMs and benchmarks

https://www.henrypan.com/blog/2026-07-18-harness-training/
1•megadragon9•33m ago•0 comments

File transfer using animated QR codes

https://www.reddit.com/r/vibecoding/comments/1vawz1e/had_an_idea_for_air_gapped_file_transfer_abl...
2•jv22222•35m ago•1 comments

Proactive V Reactive; from a Startup Founder's Perspective

https://blog.nathanlangley.dev/posts/proactive-ai.html
1•ninjahawk1•37m ago•0 comments

LLM speculative decoding explained simply

https://jwlabs.vercel.app/post/speculative-decoding-first-principles
1•shreybirmiwal•37m ago•0 comments

Benchmark: 68x faster than AWS DMS for real-time CDC

https://www.artie.com/blogs/artie-vs-aws-dms
3•j-cheong•37m ago•0 comments

NoMachine ditches free edition and forums

https://www.reddit.com/r/NoMachine/comments/1vb6y3o/nomachine_ditches_free_edition_and_forums/
1•pacman128•38m ago•0 comments

How to measure the performance of a quantum computer

https://www.ibm.com/quantum/blog/hardware-metrics-2026
1•mrkO99•42m ago•0 comments

Show HN: SmokeVPN – All-in-One WireGuard VPN Hub – Switch Exits in Realtime

https://smokevpn.com
3•lobito25•49m ago•2 comments

Why Journalism Matters to Democracy (2025)

https://cjmd.com.uw.edu/why-journalism-matters-to-democracy/
2•1659447091•50m ago•0 comments

Texas bans THC cannabinoids except delta-9, except edibles and drinks

https://www.khou.com/article/news/local/texas/texas-thc-ban-2026-delta-8-delta-10-hemp-products-l...
4•burnt-resistor•50m ago•0 comments

A Safe Path to Open Weights

https://thinkingmachines.ai/blog/a-safe-path-to-open-weights/
2•stokedmartin•59m ago•0 comments

Readable ad-hoc commands agent skill

https://github.com/a-b/readable-ad-hoc-commands
1•a-b•1h ago•0 comments

How to Exist

https://www.raptitude.com/2026/07/how-to-exist/
5•walterbell•1h ago•0 comments

US Treasury undertakes historic intervention in yen market

https://www.ft.com/content/0f9b2fe7-bde4-4f5f-b49e-93ccb5da9ea8
4•petethomas•1h ago•1 comments

Random Thoughts of Lineage and Death

1•kooi•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