Tools
Run Muse Glimmer Locally with llama.cpp, DFlash, and Pi
Learn how to run Muse Glimmer 30B locally using llama.cpp with DFlash speculative decoding and the Pi coding agent for agentic workflows.
Latest Articles
Machine Learning
Kimi K3's 1M Token Context Window Tested Against RAG
A blind experiment comparing RAG and long-context retrieval on 12 questions across 32 articles, measuring cost, latency, and answer quality.
Data Science
Run Qwen3-27B as a Local AI Coding Agent in 3 Commands
Use Ollama and OpenCode to run Qwen3.8-27B locally as an AI coding agent. No server configuration required — just three terminal commands.
Tools
Effective Project Management for Software Engineers in the Age of LLMs
LLMs have shifted how software engineers spend their time. Here are three techniques to manage projects more effectively with AI agents.
Machine Learning
How to Build a Simple AI Web Scraper with Python
Learn how to fetch, clean, and convert webpages to Markdown, then use an LLM to return focused answers from page content.
AI
Building a Streaming Local AI Agent with Wikipedia and Ollama
Build a local AI agent that watches Wikipedia's live edit feed and reasons about vandalism using a two-stage filtering pipeline and Ollama.
Tools
Before Full Agentic RAG: Parsing Decisions You Should Control
A rule-based document parsing dispatcher gives enterprise RAG pipelines explicit, inspectable control over which methods run and why.
AI
Budget Allocation With Linear Programming That Explains Itself
A constrained LP approach to budget allocation that preserves shadow prices, letting the model explain exactly what each rule costs.
Tools
Specification Engineering: The Next Skill Beyond Prompt Engineering
Prompt engineering helps you ask better questions. Specification engineering defines what a correct answer actually looks like.
AI
Five Token Cost Traps Hidden in Your Agentic Loop
Token costs compound non-linearly in agentic AI loops. Learn five failure modes and the architectural patterns to control them.
Data Science
How Kimi K3 Was Built: Inside the Technical Report
Moonshot's Kimi K3 report reveals the training, architecture, and RL decisions most frontier labs keep private. Here's what it says.