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Show HN: Pydantypes – The missing Pydantic types for cloud, DevOps, AI

https://github.com/oborchers/pydantypes
1•theroot_•2h ago
I’ve spent the last few years building infra across AWS, Azure, K8s, and ML pipelines.

Every project had the same problem: cloud identifiers like S3 URIs, IAM ARNs, Docker refs, and Azure resource IDs living as bare strings with hand-rolled validation.

pydantypes gives you Pydantic v2 types that validate and decompose these into structured attributes. S3Uri gives you .bucket and .key, DockerImageRef gives you .registry, .tag, .digest, etc.

Covers AWS, Azure, GCP, DevOps, web identifiers, and data engineering.

There’s also LabelEnum for AI/ML classification labels with built-in deprecation, retirement, and alias resolution.

If you’ve ever had to evolve a label taxonomy in production, that one might be worth a look on its own.

Complements pydantic-extra-types. 1k+ tests, fully typed, MIT. Happy to take suggestions for types to add.

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
1•tim_lou•40s ago•0 comments

The shape of the multipolar world is a little clearer

https://www.noahpinion.blog/p/the-shape-of-the-multipolar-world
1•paulpauper•56s ago•0 comments

Perceptions of Crime and Disorder

https://arnoldkling.substack.com/p/perceptions-of-crime-and-disorder
1•paulpauper•1m ago•0 comments

Degoogling

https://iamvishnu.com/posts/degoogling
1•vishnuharidas•2m ago•0 comments

ContactTool – Chrome extension to track job applications across sites. KISS

https://www.etsy.com/listing/4462120051/jit-contacttool-chrome-extension-track
1•metatheory•2m ago•1 comments

Show HN: Vaultara – Daily AI News Intelligence Reports

https://vaultara.co/
1•SvenSchnieders•5m ago•0 comments

Claude Used in Iran Strikes

https://www.axios.com/newsletters/axios-am-f0954cb2-2f31-4426-87fd-050095005344.html
1•leopoldj•6m ago•0 comments

Residents living permanently in Japan's cyber-cafés [video]

https://www.youtube.com/watch?v=MtdupS0gRt0
1•simonebrunozzi•7m ago•0 comments

Show HN: Social proof works 2-7x better on AI shopping agents than humans

https://github.com/aaronbatchelder/claude-marketing-susceptibility-eval
1•aaronmb7•9m ago•0 comments

How the Government Deceived Congress in the Debate over Surveillance Powers (2013)

https://www.eff.org/deeplinks/2013/06/director-national-intelligences-word-games-explained-how-go...
4•doener•15m ago•0 comments

Show HN: Reflex – local code search engine and MCP server for AI coding

https://github.com/reflex-search/reflex
1•therecluse26•16m ago•0 comments

Bind 2 Port 0

https://bengarcia.dev/b2p0
1•hahahacorn•16m ago•0 comments

Poll: AI Winter

6•amelius•19m ago•3 comments

Show HN: AI Sees Me – CLIP running in the browser

https://www.howaiseesme.com/
1•jayyvk•19m ago•0 comments

SaaS in, SaaS out: Here's what's driving the SaaSpocalypse

https://techcrunch.com/2026/03/01/saas-in-saas-out-heres-whats-driving-the-saaspocalypse/
1•palad1n•20m ago•1 comments

Dbslice: Extract a slice of your production database to reproduce bugs

https://github.com/nabroleonx/dbslice
1•rbanffy•22m ago•0 comments

Show HN: Updater – one command for macOS app updates

https://github.com/lu-zhengda/updater
2•zhengda-lu•24m ago•0 comments

PEP 747 – Annotating Type Forms – peps.python.org

https://peps.python.org/pep-0747/
2•rbanffy•26m ago•0 comments

Show HN: AfterLive – Preserve a Loved One's Voice and Personality with AI

https://afterlive.ai
1•crawde•27m ago•1 comments

Samsung Galaxy S26 Ultra Privacy Display Testing

https://www.lttlabs.com/articles/2026/03/01/samsung-galaxy-s26-ultra-privacy-display
2•LabsLucas•28m ago•1 comments

Securing AI Model Weights

https://www.rand.org/pubs/research_reports/RRA2849-1.html
1•fi-le•29m ago•0 comments

The information space around military AI is being weaponized against us

https://weaponizedspaces.substack.com/p/the-information-space-around-military
4•rbanffy•33m ago•0 comments

Show HN: ContractPulse – Free intelligence on federal government contracts

https://contractpulse.io
2•signalstackhq•33m ago•0 comments

Sam Altman AMA on DoD Collaboration

https://twitter.com/sama/status/2027900042720498089
8•Palmik•33m ago•1 comments

"All Lawful Use": More Than You Wanted to Know

https://www.astralcodexten.com/p/all-lawful-use-much-more-than-you
3•pchristensen•36m ago•0 comments

Show HN: Agentic Gatekeeper – Auto-patch your code to enforce Markdown rules

https://github.com/revanthpobala/agentic-gatekeeper
1•revanth1108•37m ago•0 comments

Show HN: Deploybase – Compare GPU and LLM pricing across all major providers

https://deploybase.ai
1•grasper_•38m ago•0 comments

TPM-Sniffing LUKS Keys on an Embedded Linux Device [CVE-2026-0714]

https://www.cyloq.se/en/research/cve-2026-0714-tpm-sniffing-luks-keys-on-an-embedded-device
4•Tiberium•39m ago•1 comments

Palantir Sues Swiss Magazine for Accurate Report

https://www.techdirt.com/2026/02/27/palantir-sues-swiss-magazine-for-accurately-reporting-that-th...
6•doener•40m ago•0 comments

3D dashboard to monitor and control your AI coding agents in real-time

https://github.com/coding-by-feng/ai-agent-session-center
1•kasonzhan•44m ago•0 comments