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Stop LLMs from calling search_web({}) with type-safe tool orchestration

https://github.com/farukalpay/HOPF_LENS_DC
1•HenryAI•2h ago

Comments

HenryAI•2h ago
When LLMs orchestrate tool calls, they routinely generate malformed invocations like search_web({}) that crash at runtime. There's no type safety, no convergence guarantee, and no provenance tracking.

Ask HN: My family business runs on a 1993-era text-based-UI (TUI). Anybody else?

1•urnicus•1m ago•0 comments

Archaeologists discover how oldest American civ survived a climate catastrophe

https://www.theguardian.com/science/2025/nov/05/archaeologists-discover-how-oldest-american-civil...
1•c420•2m ago•0 comments

Show HN: Wosp – advanced full-text search on the command line

https://github.com/atrettel/wosp
1•atrettel•2m ago•0 comments

Carice TC2 – An fully analog electric car

https://www.caricecars.com/
2•RubenvanE•5m ago•0 comments

Show HN: Strange Attractors – Visualized with Easylang

https://easylang.online/apps/attractors.html?hn2511
1•chrka•5m ago•0 comments

Real cases of dev projects that exploded – and what we can learn

https://wishtogether.xyz/insertgif?id=690b4ef596
1•01-_-•7m ago•0 comments

4 Rules for Successful Vibe Coding

https://www.appsoftware.com/blog/rules-for-successful-vibe-coding
1•appsoftware•8m ago•0 comments

Approaches to conflict-free replicated data types

https://arxiv.org/abs/2310.18220
1•andsoitis•8m ago•0 comments

Listen to YouTube in the background on iOS (Free)

1•pandora-health•9m ago•0 comments

The Shadows Lurking in the Equations

https://gods.art/articles/equation_shadows.html
2•calebm•9m ago•0 comments

Show HN: In the Office Tracker

https://intheofficetracker.com
1•jryan49•9m ago•0 comments

AutoCode: LLMs as Problem Setters for Competitive Programming

https://arxiv.org/abs/2510.12803
1•PaulHoule•11m ago•0 comments

Free tool to check hospital bills for overcharges (flags duplicates, unbundling)

https://orbdoc.com/bill-analyzer
1•abdusm•11m ago•1 comments

Autocrats and tech bros want to live for ever

https://www.theguardian.com/commentisfree/2025/sep/13/autocrat-tech-live-for-ever-vladimir-putin-...
1•robtherobber•13m ago•0 comments

Google proposes app store reforms in settlement with 'Fortnite' maker Epic Games

https://www.reuters.com/sustainability/boards-policy-regulation/google-proposes-app-store-reforms...
1•jsheard•13m ago•0 comments

I Drew the Julia Logo Using an MRI Machine

https://cncastillo.github.io/BlochHole/posts/julia-logo-rf-design/spins_draw_the_julia_logo.html
2•leephillips•13m ago•0 comments

Inlining Critical CSS: Does It Make Your Website Faster?

https://www.debugbear.com/blog/critical-css
2•speckx•14m ago•0 comments

Removing XSLT for a more secure browser

https://developer.chrome.com/docs/web-platform/deprecating-xslt
2•justin-reeves•16m ago•0 comments

I'm Selling No CS Degree

https://www.petecodes.io/selling-my-no-cs-degree-website/
2•Pete-Codes•17m ago•1 comments

Poor leadership slows down game development

https://www.gamedeveloper.com/production/how-poor-leadership-slows-down-game-development
3•flail•18m ago•0 comments

The US economy added 42,000 private-sector jobs last month, more than expected

https://www.cnn.com/2025/11/05/economy/us-jobs-private-sector-adp-october
2•Bender•20m ago•1 comments

So long, Assistant–Gemini is taking over Google Maps

https://arstechnica.com/google/2025/11/so-long-assistant-gemini-is-taking-over-google-maps/
2•Bender•20m ago•0 comments

Show HN: Alpha Vantage MCP – Enable your LLM tools with real-time market data

https://mcp.alphavantage.co/
3•aldw•21m ago•0 comments

Staying Opinionated as You Grow

https://hugo.writizzy.com/being-opinionated/57a0fa35-1afc-4824-8d42-3bce26e94ade
1•hlassiege•23m ago•0 comments

French government AI model leaderboard

https://comparia.beta.gouv.fr/ranking
2•tosh•23m ago•0 comments

Why BAML?

https://docs.boundaryml.com/guide/introduction/why-baml
2•todsacerdoti•24m ago•0 comments

Mystery of pool in Norway changing color solved

https://www.nrk.no/vestland/dette-er-arsaka-til-at-gatefullt-tjern-i-stad-skiftar-farge-1.17637758
1•kreyenborgi•24m ago•0 comments

A P2P Vision for QUIC (2024)

https://seemann.io/posts/2024-10-26---p2p-quic/
2•mooreds•24m ago•0 comments

Fully-Specified Algorithms for JOSE and COSE

https://www.rfc-editor.org/rfc/rfc9864.html
1•mooreds•26m ago•0 comments

Show HN: I built AI twins from LinkedIn and CRM data to simulate real B2B buyers

https://resonax.ai/
1•resonaX•26m ago•2 comments