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Show HN: Practical LLM Tips from the "AI That Works" Workshop

https://graydot.ai/blogs/ai-that-works/
1•graydot•4h ago
I recently attended an AI training/camp, one of the organizers was the author of 12 factor agents, and they shared their experiences-what’s worked, what hasn’t, and what it really takes to make AI useful in practice.

I’ve organized the notes in a format that’s easy to skim and visually clear. If you’re interested in easy to understand details, you will find it interesting.

Team Management: Do not let your team guess and do not guess

https://ahmd.io/blog/2025/05/12/change-and-guessing/
1•ahmed-araby•2m ago•0 comments

Hotspot: Linux `perf` GUI for performance analysis

https://github.com/KDAB/hotspot
1•jez•3m ago•0 comments

MCP will be native to Windows 11

https://blogs.windows.com/windowsexperience/2025/05/19/securing-the-model-context-protocol-building-a-safer-agentic-future-on-windows/
1•joshwarwick15•4m ago•1 comments

Did Akira Nishitani Lie in the 1994 Capcom vs. Data East Lawsuit?

https://www.thrillingtalesofoldvideogames.com/blog/akira-nishitani-capcom-data-east-lawsuit
1•danso•5m ago•0 comments

Energy and memory: A new neural network paradigm

https://news.ucsb.edu/2025/021867/energy-and-memory-new-neural-network-paradigm
1•giuliomagnifico•7m ago•0 comments

Can We ScalaSQL on DuckDB?

https://yeikoff.xyz/blog/18-05-2025-scalasql-duckdb/
1•iglesiastj•8m ago•0 comments

Command Palette is better than the Start menu

https://manualdousuario.net/en/command-palette-windows-powertoys/
1•rpgbr•8m ago•0 comments

I installed Nix on Theo's Mac (2025)

https://www.youtube.com/watch?v=TwVamLq5OHY
1•davidcox143•9m ago•0 comments

ByteDance/Dolphin on HuggingFace

https://huggingface.co/ByteDance/Dolphin
2•sroussey•9m ago•0 comments

Definitive solution to the hardest problem in computing: P = NP?

https://www.researchgate.net/publication/391442238_A_Constructive_Proof_that_P_NP_via_Circuit-Resistant_Hash_Encodings_and_Local_Certification
12•vicentesteve•12m ago•1 comments

Ask HN: Has anyone stopped paying for SaaS because of AI?

1•givemeethekeys•13m ago•1 comments

Enter the IBM z17 mainframe with Telum II

https://www.talospace.com/2025/04/enter-ibm-z17-mainframe-with-telum-ii.html
2•jazzyjackson•14m ago•0 comments

Microsoft CTO Kevin Scott on the birth of the agentic web

https://www.theverge.com/decoder-podcast-with-nilay-patel/669409/microsoft-cto-kevin-scott-interview-ai-natural-language-search-openai
1•freediver•16m ago•0 comments

Harry Potter and the Junior Prompt Engineer

https://rodyne.com/?p=2844
1•boznz•16m ago•0 comments

Anxiety Is Multiplicative in Loose Ends

https://charliesabino.com/anxiety-is-multiplicative-in-loose-ends/
1•charliesabino•16m ago•0 comments

They did use a calculator for this 1924 puzzle

https://win-vector.com/2025/05/19/they-did-use-a-calculator/
1•jmount•16m ago•0 comments

Judge calls out 'Apple official who is personally responsible' in Fortnite order

https://www.cnbc.com/2025/05/19/apple-fortnite-epic-games.html
3•rntn•17m ago•0 comments

Students Are Humanizing Their Writing–By Putting It Through AI

https://www.wsj.com/tech/personal-tech/ai-student-papers-humanize-school-6b13240a
2•bookofjoe•18m ago•1 comments

Show HN: Inkwell: book/article authoring platform exports to PDF and ePub

https://inkwell.net
1•winstonewert•18m ago•0 comments

Finetune TTS Models Locally

https://old.reddit.com/r/LocalLLM/comments/1kqcpaf/you_can_now_train_your_own_tts_model_100_locally/
1•handfuloflight•22m ago•0 comments

Jules: An Asynchronous Coding Agent

https://jules.google/
14•travisennis•23m ago•0 comments

Agentic Windows 11

https://developer.microsoft.com/en-us/windows/agentic/
3•vyrotek•28m ago•1 comments

Gravity generated by four one-dimensional unitary gauge symmetries

https://iopscience.iop.org/article/10.1088/1361-6633/adc82e
3•domofutu•28m ago•0 comments

How to Foster Coherence in Co-Created Spaces

https://meansinfinity.substack.com/p/how-to-foster-coherence-in-co-created
1•sebg•28m ago•0 comments

Ask HN: Could cloudy cities build 3,000-foot towers to rise above most clouds?

1•amichail•32m ago•1 comments

Do More Powerful Unions Generate Better Pro-Worker Outcomes?

https://www.mercatus.org/research/working-papers/do-more-powerful-unions-generate-better-pro-worker-outcomes
1•MrBuddyCasino•33m ago•0 comments

Google backs down after locking out Nextcloud Files app

https://www.theregister.com/2025/05/17/google_nextcloud_android_permission/
1•doener•42m ago•0 comments

Show HN: AI tool to uncover underpriced real estate in a zip code or city

https://www.propertydealfinder.com/
2•HelpHumanity•43m ago•1 comments

Google Trends: Google vs. ChatGPT

https://trends.google.com/trends/explore?date=today%205-y&q=google,chatgpt&hl=en
1•echelon•44m ago•2 comments

Astroturfing

https://en.wikipedia.org/wiki/Astroturfing
6•cl3misch•44m ago•1 comments