Prompt Engineering

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Prompt Caching Doesn't Just Save Money. It Lets You Run 20K-Token System Prompts.

 🌿Poetry
hackernoon.com·

Comparing Claude Fable 5's system prompt to Opus 4.8

 📚Literature  Content type: Blog
twelvetables.blog··Hacker News

Build a Basic AI Agent from Scratch: Long Task Planning

 🤖AI Agents  Content type: Blog
ruxu.dev··Hacker News

iOS 27 system prompts

 🛠️Developer Tools
gist.github.com··Lobsters

Prompt Injection in RAG Agentic Systems

 🔍RAG
ulad.net··Hacker News

Arithmetic Pedagogy for Language Models

 🤖LLMs  Content type: Academic
arxiv.org··Hacker News

Tokenminning: Because Tokenmaxxing Is a Bad Idea

 🤖LLMs
tokenminning.com··Hacker News

Quiz: Embeddings and Vector Databases With ChromaDB

 🔍RAG
realpython.com·

Logits as a new monitor for evaluation awareness

 🤖LLMs
lesswrong.com··Hacker News

A free diagnostic for the Claude Certified Architect exam

 🤖LLMs  Content type: Discussion  Content type: Tutorial

Show HN: Built an open-source local firewall for AI coding agents

 🐍Python  Content type: Discussion

patriceckhart/zot: Yet another coding agent harness, lightweight and written in go.

 🧠AI  Content type: Code
github.com··Hacker News

AI reasoning explained: smarter models still need context

 🤖LLMs  Content type: Blog
redis.io·

How to cut the cost of long AI agent threads (without making the agent dumber)

 🤖AI Agents  Content type: Blog
viktor.com··Hacker News

How to Build an Agentic RAG with RubyLLM and Rails

 🔍RAG  Content type: Blog
panasiti.me··Hacker News

zhongkaifu/TensorSharp: A C# inference engine for running large language models (LLMs) locally using GGUF model files. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

 🦙Local LLM  Content type: Code
github.com··Hacker News

The Future of Software Development Isn’t Writing More Code — It’s Building Smarter Systems

 🔨Compilers
kickstarter.com··DEV

Why Claude Code’s Agent Loop Is Over 1,400 Lines

 🌐Web Development

Claude Opus 4.8 system prompt leaked

 🧠Claude

Lean Inference Workflows: Applying "Lean" Concepts To Building AI Agents

 🏭Manufacturing  Content type: Blog

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