Tactical Nerdery
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  • Interesting Problems I've Worked on Recently
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Interesting Articles - 5/12/2025

  • An explainer for doing web development using only vanilla techniques. No tools, no frameworks — just HTML, CSS, and JavaScript.

  • The whole system prompt of Claude has been leaked on GitHub, 24,000 tokens long.

  • Claude system prompt

  • A free and open source framework for building powerful, fast, elegant 2D and 3D apps that run on macOS, Windows, Linux, iOS, Android, and web with a single Go codebase, allowing you to Code Once, Run Everywhere.

  • Langchain how to guides

  • LanceDB RAG Examples

  • Langchain RAG : From Basics to Production-Ready RAG Chatbot

  • Visualizing Chunking Impacts in Agentic RAG with Agno, Qdrant, RAGAS and LlamaIndex: Part-1

  • Programming—not prompting—LMs

  • Hugging Face - Learn

  • AWS Cost Analysis MCP Server

  • 7 Must-Know Principles of Solution Architecture Design.

  • See which parts of your prompt matter the most

  • Image to Text Agent

  • Diamond Agentic Code Review

  • 011: Calibrations Have a Context Collapse Problem

  • The Coming Knowledge-Work Supply-Chain Crisis

  • New Vulnerability in GitHub Copilot and Cursor: How Hackers Can Weaponize Code Agents

  • Claude Code: Best practices for agentic coding

  • Introducing Any-Agent: An abstraction layer between your code and the many agentic frameworks

  • Pocket Flow: Codebase to Tutorial

  • Microsoft researchers build 1-bit AI LLM with 2B parameters — model small enough to run on some CPUs

  • Devin AI Prompt

  • How to Build an Agent or: The Emperor Has No Clothes

  • OpenAI A Practical Guide to Building Agents

  • LLM bots + Next.js image optimization = recipe for bankruptcy (post-mortem)

  • Kubernetes pod.yaml file structure

  • Cloud WAN: Connect your global enterprise with a network built for the AI era

  • VercelAI Guide - RAG Chatbot

  • Local CI. Sign off on your own work.

  • SOCKS Proxy

  • Simple, scalable, and global: Containers are coming to Cloudflare Workers in June 2025

  • How to spot High Agency people

  • Recent AI model progress feels mostly like bullshit

  • LocalScore is an open benchmark which helps you understand how well your computer can handle local AI tasks.

Made w sticks, bubble-gum, and a little bit of by a dude in Portland.