· ai
Accelerating AI Inference Workflows with the Atomic Inference Boilerplate
!Cover image for Accelerating AI Inference Workflows with the Atomic Inference Boilerplatehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...
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Show HN: Intent Layer: A context engineering skill for AI agents
Article URL: https://www.railly.dev/blog/intent-layer/ Comments URL: https://news.ycombinator.com/item?id=46675236 Points: 6 Comments: 1...
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What Is an LLM? How ChatGPT, GPT & AI Language Models Really Work (Beginner Guide)
How Large Language Models LLMs work — a beginner‑friendly guide =================================================================== Learn how Large Language Mod...
- · ai
The “Too Smart” Knowledge Base Problem: When Your AI Knows Too Much for Its Own Good
Lesson Learned: When AI Knows Too Much I messed up. Not in a small way. In a “the client called me at 11 PM on a Friday” kind of way. We had just deployed a he...
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Stop Feeding 'Junk' Tokens to Your LLM. (I Built a Proxy to Fix It)
Headroom – A Context‑Optimization Layer for LLM‑Powered Agents I recently built an agent to handle some SRE tasks—fetching logs, querying databases, searching...
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Prompt Engineering Is a Symptom (And That’s Okay)
Or: what this book actually teaches if you read it like an engineer, not a magician. After my last post, a few people replied with variations of: > “Okay smart...
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Caching Strategies for LLM Systems: Exact-Match & Semantic Caching
markdown !Cover image for Caching Strategies for LLM Systems: Exact-Match & Semantic Cachinghttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...
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Você já ouviu falar do meme do monstro Shoggoth?
O que é o meme do monstro Shoggoth? O Shoggoth é um monstro cheio de tentáculos e diversos olhos quem curte literatura de terror vai identificar de onde ele ve...
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How Etsy Uses LLMs to Improve Search Relevance
Ever searched for something specific, only to be met with results that are close, but not quite? On Etsy’s Search Relevance team, that frustration is exactly wh...
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Configure Local LLM with OpenCode
Adding a custom OpenAI‑compatible endpoint to OpenCode OpenCode does not currently expose a simple “bring your own endpoint” option in its UI. Instead, it ship...
- · ai
Ads Are Coming to ChatGPT. Here’s How They’ll Work
OpenAI says ads will not influence ChatGPT’s responses, and that it won’t sell user data to advertisers....
- · ai
Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels
Why your final LLM layer is OOMing and how to fix it with a custom Triton kernel. The post Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels appeared fi...