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Refactoring as Algebra: Small Steps to Clarity

https://ignition.github.io/posts/refactoring-as-algebra/
1•taubek•35s ago•0 comments

NEET UG – a med school exam is cancelled (India)

https://twitter.com/NTA_Exams/status/2054089524347871736
1•mfrw•59s ago•0 comments

I Want to Be a von Neumann Probe: Why We Need to Fix AI Safety

https://justinldew.substack.com/p/i-want-to-be-a-von-neumann-probe
1•jldew93•2m ago•0 comments

We tested super-resolution pre-filter for LPR OCR. It did nothing

https://www.wink.co/documentation/Neural-Super-Resolution-Pre-Filter-LPR-2026
1•xmichael909•7m ago•0 comments

How LLMs Work

https://arpitbhayani.me/blogs/how-llms-work/
1•skydiver7373•8m ago•0 comments

Show HN: One memory layer across every MCP-compatible AI tool

https://subvault.ai
1•gavinb-code•14m ago•0 comments

Reasoning-core: 130M-param guardrail keeping AI agents honest

https://github.com/jakubkrzysztofsikora/reasoning-core
1•mnvibe26x7•20m ago•0 comments

Show HN: SWEny, YAML workflows for AI agents I'm running in prod (triage, E2E)

https://github.com/swenyai/sweny
1•wickdninja•20m ago•0 comments

Hex: Introducing Generative Data Apps

https://hex.tech/blog/introducing-generative-data-apps/
1•tomtomau•23m ago•1 comments

The Space Shuttle and the Horse's Rear End

https://astrodigital.org/space/stshorse.html
1•thunderbong•25m ago•0 comments

Jupiter supercomputer breaks world record with 50-qubit quantum simulation

https://www.sciencedaily.com/releases/2026/05/260510234715.htm
1•jldew93•25m ago•0 comments

SSHD Log Security Analysis - popular languages SDKs

https://github.com/melezhik/Sparrow6/blob/master/task.check
1•melezhik•26m ago•6 comments

Prompting Patterns (Groq Documentation)

https://console.groq.com/docs/prompting/patterns
1•tacone•29m ago•0 comments

AI was made for junk mail

https://junkmailmagic.com
1•husky8•34m ago•0 comments

I got tired of realizing "discounts" weren't discounts

https://apps.apple.com/us/app/silicon-ai-price-comparison/id6764054291
2•stayoneup•43m ago•0 comments

Show HN: SelfCertForge, manage root CAs and self-signed certs on macOS/Windows

https://github.com/rbonestell/SelfCertForge
2•rbonestell•44m ago•0 comments

I vibecoded a game and got my first paying supporter

https://gunguesser.com
1•salad_v•51m ago•1 comments

xkcd: Well 2

https://xkcd.com/568/
2•ulrikrasmussen•1h ago•0 comments

Solving Brain Aging: Fast and Slow

https://blog.amaranth.foundation/p/solving-brain-aging-fast-and-slow
2•pminimax•1h ago•0 comments

Fear of layoffs what should I do?

3•cipherdc•1h ago•0 comments

'Googlebooks' have a premium focus, some Chromebooks can be upgraded

https://9to5google.com/2026/05/12/googlebooks-have-a-premium-focus-some-chromebooks-can-be-upgraded/
1•theanonymousone•1h ago•0 comments

NPM-Scan – Detects TanStack Worm, Beats Socket/Snyk (Local/BYOC)

https://github.com/lateos-ai/npm-scan
1•lateos-ai•1h ago•0 comments

eBay rejects $56B GameStop bid as 'neither credible nor attractive'

https://www.ft.com/content/554f76a6-218d-4f88-bcad-9c52623ef533
1•petethomas•1h ago•0 comments

The identity join problem: Linking SSO profiles to directory users

https://workos.com/blog/linking-sso-profiles-to-directory-users
2•jamilbk•1h ago•0 comments

Let's Encrypt: Gen Y Cross-Certified Subordinate CAs Missing ServerAuth EKU

https://bugzilla.mozilla.org/show_bug.cgi?id=2038351
4•XYen0n•1h ago•0 comments

Ask HN: Freelance Billing in the Age of LLMs?

3•meter•1h ago•0 comments

Temu is advertising filet mignon on X

https://twitter.com/shoptemu/status/2053092200632685016
47•noleary•1h ago•10 comments

Rectangle Shopping (Almost Anything)

https://www.rectangle.so
1•Waseemkhalo•1h ago•1 comments

Cemu (WiiU emulator) compromised by Russian threat actor

https://rentry.co/cemu-security-psa
4•gassi•1h ago•0 comments

Claude for Legal Launches

https://www.artificiallawyer.com/2026/05/12/claude-for-legal-launches-may-reshape-the-legal-tech-...
1•msolujic•1h ago•0 comments
Open in hackernews

Show HN: VibeSpec – A tool to generate structured specs for Spec2Code

https://vibespec.guaeca.com
1•paulistaunb•11mo ago
I've been experimenting with a new concept called Spec2Code, and just launched a prototype SaaS tool named VibeSpec.

We hear a lot about no-code, low-code, or prompt-to-code—but these often rely on constant human input.Most agents today need us every few seconds: write a prompt, check the output, correct, repeat. You can’t step away. You definitely can’t ask them to build overnight.

Spec2Code is different. It draws from how engineers in aerospace or automotive define complex systems: with structured, layered specifications. The goal is to give agents enough information upfront that they can work autonomously for 15–30 minutes at a time—without micromanagement.

The hardest part? Writing those specs.

Nobody enjoys it, and tooling for structured requirements is basically non-existent in the software world.

So I built VibeSpec, a tool (and eventually, a framework) to turn loose ideas into structured, machine-usable specs—using agents designed specifically for that task.

Once done, the specs can be handed off to coding agents for implementation.

You can check it out here: https://vibespec.guaeca.com And here’s what the agents built from one of these specs: https:https://secretmessage.guaeca.com/

~10 minutes writing the spec with the agent ~10 minutes refining via “vibe coding” (adding missing cases) ~5 minutes testing + iterating

Would love to hear thoughts from others working on agent workflows or spec-driven development.