RabbitHoles while learning AI
I was supposed to stop at LangGraph. That was the plan. Instead, the rabbit hole decided...
Tutorials
The Five-Layer Operating System — A Decision Framework for the AI Era
AI is not a tool race — it's a layer race. A domain-independent framework to understand where AI can and cannot replace you, and what to do about it.
The Harness is Half the Architecture. Here's the Half That's Missing.
Vivek Trivedy's 'Anatomy of an Agent Harness' is the clearest statement of how the industry thinks about AI agents. A NIST mathematical proof just demonstrated that the guardrail m...
5 AI Tools Every "Vibe Coder" Needs in Their Bookmarks (2026 Edition)
Build faster, design better, and ship like it's 2030. 21st.dev– A massive library of ready-made...
I gave 8 AI agents an island and watched a society emerge — wars, gossip, grudges, and peace
Tiny Civilization: what happens when AI agents have to live together I grew up on Age of...
Claude Code Slash Commands & CLAUDE.md: How I Automate Project Setup, Architecture Enforcement, and Code Reviews
Set up Claude Code with a custom CLAUDE.md, reusable slash commands, and MCP servers to scaffold features, enforce architecture patterns, and review code automatically.
I built a free Python AI platform for Indian developers. Here's everything inside.
6 months ago I was a final year CS student with no real projects and no clear path into tech. So I...
Claude Fable 5 vs Opus 4.8: The Mythos Hype Meets Reality
For months, the most interesting model at Anthropic was one we could not use. Mythos was the internal...
Companies Are Split on AI and Jobs - And That Split Tells You Everything
This week I read something that stuck with me. A major tech CEO criticized other executives for...
OpenAI-Compatible Base URL Troubleshooting: 7 Checks Before You Blame the SDK
An OpenAI-compatible base URL is supposed to make model switching boring: change the endpoint, keep...
Python for Machine Learning: The Complete Roadmap Nobody Told You About
When I first started exploring Machine Learning, I made the same mistake most beginners do — I jumped...
The agent economy added two rails and lost most of its volume this week. Nobody added settlement.
Title: The agent economy added two rails and lost most of its volume this week. Nobody added...
Most RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for Me
The first few times a RAG system gave me a bad answer, I did what I think everyone does: I went and...
Why One AI Model Is Not Enough for Enterprise Software Development
Everyone is searching for the best AI model. Should we use GPT? Claude? Gemini? Local models? But...
The Carbon Layer: Why AI Agents Still Need Humans to Touch the World
The real-world execution surface where an autonomous agent needs a human to complete the loop — why it's a marketplace problem, and the privacy angle most will get wrong.
Generating a multilingual llms.txt in Astro
llms.txt is a Markdown index for LLMs, placed at the site root. Where sitemap.xml is a...
Your Code Review Process Is Verbal. Here's What a Machine-Verifiable Proof of AI Code Safety Looks Like.
Most code review processes produce one artifact: a merged PR. Someone approved it. The review...
The Colab GPU Trap: Your AI Agent Is Running on Borrowed Infrastructure
Your AI agent just tried to run that 7B model you've been building. Error: "No GPU available." You...
Anthropic's Fable 5 Block Is a Reminder to Pick the Smallest Model That Passes
Anthropic's Fable 5 block shows how quickly model access can change. The bigger lesson is that teams should choose the smallest model that passes a real eval set, not the largest m...
VietQR Payments for AI Agents—No Stripe Setup
We built a Python SDK + MCP server that lets AI agents (Claude, local LLMs) collect VietQR payments directly to a merchant's bank account wi
I run Claude Code and Codex side by side. Here's the division of labor that actually works.
For a while I felt slightly embarrassed about keeping two agentic coding tools open at once. Claude...
Agent Series (20): Harness in Production — From Single File to Reusable Package
From Demo Code to a Reusable Package Article 19 used a 900-line harness_full_demo.py to...
I Tested Popular Godot MCPs by Migrating a Godot 3.6 Project to Godot 4.6
I tested three Godot MCPs by giving Codex the same task: Connect to a Godot 3.6 project and migrate...
AI For Debugging Production Issues
It's 2:47am. The pager has just gone off for the third time in twenty minutes. Checkout latency is...