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Bridging the gap between fast-evolving code libraries and AI models

1•siddythings•2h ago
I’ve been working on an idea to make coding LLMs much smarter about new or less-known libraries. Right now, when developers use fresh packages or new versions, most AI coding tools fail multiple times because they don’t have context about those APIs—they end up searching the web and hallucinating.

My project aims to fix that by indexing packages and version, and exposing them through a unified API that LLMs (or AI agents) can query directly.

The system would understand which version the user’s environment uses, explain why a symbol is missing or deprecated, and suggest alternatives or migration paths.

Do you think this is a valuable direction for improving AI-assisted coding tools?

HoLa B-Rep a.k.a. AI CAD shenanigans?

1•itstransfigure•35s ago•0 comments

Show HN: Chess960v2 – 100 Rounds Done, Some Openings Still Undefeated

https://chess960v2.com/en
1•lavren1974•1m ago•0 comments

Async Mutexes

https://matklad.github.io/2025/11/04/on-async-mutexes.html
1•r4um•7m ago•0 comments

Create slides with confidence ( Non‑AI powered)

https://ppts.app/
2•M0HD197•16m ago•2 comments

Guy trains octopus to play piano [video]

https://www.youtube.com/watch?v=PcWnQ7fYzwI
1•dvrp•16m ago•0 comments

People Inc. forges AI licensing deal with Microsoft as Google traffic drops

https://techcrunch.com/2025/11/04/people-inc-forges-ai-licensing-deal-with-microsoft-as-google-tr...
1•mikhael•19m ago•0 comments

Choose your vibe hero like rogue like

https://github.com/yihong0618/rogvibe
1•yihong0618•20m ago•0 comments

Privacy in the Age of the Smartwatch

https://pratt.duke.edu/news/privacy-in-the-age-of-the-smartwatch/
1•XzetaU8•23m ago•0 comments

Windows "SUCKS": How I'd Fix it by a retired Microsoft Windows engineer[video]

https://www.youtube.com/watch?v=oTpA5jt1g60
2•Abishek_Muthian•25m ago•0 comments

Show HN: I built a search engine for all domains on the internet

https://domainexplorer.io
1•iryndin•25m ago•0 comments

Ask HN: Should browsers natively support React-like UI patterns?

2•xfr•26m ago•0 comments

A Treatise on the All-Healing Qualities of Earth Bathing (1790)

https://publicdomainreview.org/collection/earth-bathing/
1•Petiver•29m ago•0 comments

Leaving Meta and PyTorch

https://soumith.ch/blog/2025-11-06-leaving-meta-and-pytorch.md.html
30•saikatsg•31m ago•2 comments

Show HN: Combining Python data analysis with ClojureScript UI (browser-based)

https://clojurecivitas.github.io/scittle/pyodide/pyodide_integration.html
1•agilecreativity•32m ago•0 comments

Modern Optimizers – An Alchemist's Notes on Deep Learning

https://notes.kvfrans.com/7-misc/modern-optimizers.html
1•maxall4•38m ago•0 comments

Show HN: Weather app demos with ClojureScript in the browser (zero build tools)

https://clojurecivitas.github.io/scittle/weather/weather_nws_integration.html
1•agilecreativity•40m ago•0 comments

Google Skills

https://www.skills.google/
1•rainhacker•46m ago•0 comments

Bidenomics: Transitory Inflation, Remarkably Successful on Employment and Growth

https://braddelong.substack.com/p/bidenomics-truly-transitory-inflation
2•sbt•46m ago•0 comments

Underwater thermal vents may have given rise to the molecular precursors of life

https://phys.org/news/2025-10-underwater-thermal-vents-molecular-precursors.html
1•PaulHoule•47m ago•0 comments

A brief, incomplete and mostly wrong history of EVs

https://climatedrift.substack.com/p/a-brief-incomplete-and-mostly-wrong
1•JoiDegn•48m ago•0 comments

Show HN: Switchport – A/B Test Your LLM Prompts in Production

https://switchport.ai/
1•rjfc•48m ago•0 comments

Up to 6 months of research per run

https://edisonscientific.com/articles/announcing-kosmos
1•grosswait•50m ago•0 comments

The great convention of deep learning thinkers

https://github.com/soumith/convnet-benchmarks/issues/66
2•pbd•54m ago•0 comments

Anatomy of a boarding pass: how to detect fake flight tickets

https://gyrovague.com/2025/02/23/anatomy-of-a-boarding-pass-how-to-detect-fake-flight-tickets-by-...
3•decimalenough•1h ago•0 comments

Man Pages

https://abochannek.github.io/utilities/2024/12/08/man-pages.html
1•vinhnx•1h ago•0 comments

China's IC car sales peaked in 2017 as electric vehicles took off

https://ourworldindata.org/data-insights/chinas-internal-combustion-car-sales-peaked-in-2017-as-e...
1•kamaraju•1h ago•0 comments

Qatar-linked intelligence operation targeted ICC prosecutor's alleged victim

https://www.theguardian.com/law/2025/nov/06/qatar-linked-intelligence-operation-targeted-icc-pros...
2•YZF•1h ago•0 comments

Why startups choose React (and when you shouldn't)

https://evilmartians.com/chronicles/why-startups-choose-react-and-when-you-should-not
1•doppp•1h ago•2 comments

FireAI – AI Chat, Image Generation and Poster Design

https://www.bedpage.com/
1•icefunc•1h ago•1 comments

OpenAI faces 7 lawsuits claiming ChatGPT drove people to suicide, delusions

https://thehill.com/homenews/ap/ap-business/ap-openai-faces-7-lawsuits-claiming-chatgpt-drove-peo...
2•01-_-•1h ago•0 comments