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Claude Prompt to Find Inefficiencies in LLM Usage

https://www.maniac.ai/slm-audit
3•dhruv_m•1h ago

Comments

dhruv_m•1h ago
Hey HackerNews, excited to make my first post here. I run a small startup automating data flywheels for building performant Small Language Models. We made this Claude Code prompt which can help you identify if there are any LLM calls in your code where a frontier LLM is overkill or not suited for highly domain specific tasks. Thought I would post it here in case anyone might benefit!

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A U.S. scholarship thrills a teacher in India. Then came soul-crushing questions

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Most common fields of study, from 1970 to now

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Quarkdown: Markdown with Superpowers

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Waymo robotaxi blocks EMS responding to Austin mass shooting

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Claude and the Dow: AI is unlike other tech because AI has embedded judgment

https://www.dbreunig.com/2026/03/01/the-issue-is-embedded-judgment.html
1•dbreunig•24m ago•0 comments

Clickout staff journalists sacked and misleadingly replaced with AI writers

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1•bighub•27m ago•0 comments

Amazon's cloud unit reports fire after objects hit UAE data center

https://www.reuters.com/world/middle-east/amazons-cloud-unit-reports-fire-after-objects-hit-uae-d...
3•nomilk•35m ago•1 comments

Show HN: Not an AI Notepad. 5MB local only notes app for Windows (Rust, SQLite)

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The AI Foundation Paradox: Funding the Roof While the House Is on Fire

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Picking Up a Zillion Pieces of Litter

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I built a small movie guessing browser game using AI – looking for feedback

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Elite Doctors Served Jeffrey Epstein While Treating His 'Girls' [Gift Article]

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Small-molecule inverse agonist of PPARγ for advanced solid tumors

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Marathon's Story Page

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If AI writes code, should the session be part of the commit?

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2•mandel_x•49m ago•5 comments

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Awesome libghostty

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The AI agent that runs your customer operation from one widget

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Mercury 2: The First Diffusion Model That 'Thinks'" [video]

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Code World Models for Parameter Control in Evolutionary Algorithms

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ProofGateway – Collect and publish customer testimonials in minutes

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