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Highlights

Personal stories I keep coming back to.

Latest posts

Notes from the workshop floor.
AI11 min read

AutoResearch Explained: Why Karpathy Contributed to This AI Scientist

AutoResearch breaks the single-model echo chamber with a multi-model consensus pipeline, stateful Ralph loops, and independent blind reviews.

#ai-agents#machine-learning#claude-code
Tech12 min read

The AI Coding Agent Dictionary: Colloquial Prompts vs Standard Tech Terms

A battle-tested dictionary translating everyday developer prompts into precision architectural terms for AI coding agents to generate robust code.

#AI#Prompt Engineering#Architecture
Tech9 min read

High-Leverage Coding Terms & Jargon for AI Coding Agents

Discover the architectural keywords and high-leverage engineering jargon that turn AI coding agents into precision tools, eliminating hallucinations.

#AI#Prompt Engineering#Software Architecture
Tech13 min read

What AI DevKit is: a control plane for AI coding agents - and where it stops

An architectural guide to AI DevKit: local-first CLI/TUI console, shared config, SQLite memory, and workflow skills for managing multiple coding agents.

#Tech#GitHub#AI
Tech13 min read

Free Claude Code Explained: One Local Proxy for 50+ AI Providers

Free Claude Code routes Claude Code, Codex, Pi, and eight more agents through one local proxy with 50 ToS-friendly providers and automatic fallback.

#Tech#GitHub#AI
Tech12 min read

Python Concurrency: Understanding GIL, Threading, and Multiprocessing from First Principles

In-depth guide to Python Concurrency: Master the GIL, understand Threading vs Multiprocessing, optimize I/O vs CPU workloads, and backend architecture.

#Python#Concurrency#Backend
Tech12 min read

authentik Explained: IdP, SSO, SAML, OAuth2/OIDC, Okta, and Auth0

A smooth primer on authentik, IdP, SSO, and login protocols that turns identity-management jargon into a usable mental model.

#Tech#GitHub#Security
Tech15 min read

Ego Lite Browser: Open-Source AI Agent with Real Logged-In Sessions

What is Ego Lite? Complete guide to the Ego Lite browser and ego-browser skill for Claude Code and Cursor to automate the web using your real logged-in cookies.

#browser-automation#ai-agents#claude-code
Tech18 min read

i-have-adhd AI Skill: What It Is, How It Works, & Setup for Claude & Cursor

Explore the i-have-adhd AI skill: what it is, why 14k+ developers use it, and how to install it in Claude Code, Cursor, and Codex to eliminate AI fluff.

#Tech#GitHub#AI

From the HoangYell galaxy

Sister projects I quietly maintain.