AI Intelligence Archive

Here's the idea: build an app that checks if someone knows their stuff using an interview. You pick a...

Research status: Ongoing Current milestone: v0.39 Type: Experimental research prototype Repository:...

There's a new kind of technical debt, and it doesn't come from cutting corners. It comes from...

If you are building a RAG or agent pipeline over video, the transcript is the payload. Titles and...

Introduction Every on-call engineer has had the same feeling: an alert fires, the symptoms look...

In August 2026, less than a month after Moonshot AI's Kimi-K3 surprised the world, Alibaba Group...

If you let an AI assistant read your process list over MCP and ask it "is my PC safe?", everything an...

Prepared for the Kaggle Benchmarking Challenge. What I Benchmarked I build agents for...

A workflow pattern is spreading through Chinese AI developer communities right now: use the more...

GramSetu AI: Architecting Context-Aware Multilingual Civic Tech with Episodic Agent...

How AI is changing project management, from traditional task tracking to workflows where AI agents...

Scientists have mapped the whole nervous system of a fruit fly: every neuron and every connection, in...

I'm not going to lie, deep down I still love to actually build things (UI and code), but the simple...

Treat LLM inputs like untrusted user data. Learn to detect and mitigate prompt injection attacks in AI agents using layered defense, input sanitization, and output validation.

Tool Descriptions Are the Contract made a claim I had not tested: your MCP server's recovery messages...

AI coding agents are getting much better. They can inspect repositories, change multiple files, run...

Every OCR demo handles a clean PDF beautifully. Feed it a crisp, flat, well-lit digital document and...

Most developers know about OpenAI, Anthropic, Groq, and Cerebras. What many developers don't realize...

This post is part of my notes from Formação AWS, a course by Henrylle Maia. It covers a class from...

This post is part of my notes from Formação AWS, a course by Henrylle Maia. It covers a class from...

A bug appears. You paste the error into your AI coding agent. Thirty seconds later: “Fixed...

It's all over the headlines. Every so often, someone reveals a model X% faster. A tech CEO makes...

AI Harness Engineering · Essay Eleven · Derek Wang Karl Popper spent the middle of the twentieth...

Search engines have already crawled the visual web. Crawling it all again would duplicate that work,...

Why I stopped running one do-everything AI agent: per-job workspaces keep agent memory true, shrink starting context, and coordinate through events.

AI coding agents are becoming remarkably good at working inside real codebases. Give an agent enough...

When I started building CineGen, an AI text-to-video generator, I assumed prompt engineering for...

Flash 0.5.10 is a hotfix. Behind it is an evening of redesigns, and the revert button doing most of the work.

Here's a config bug that has shipped in more systems than anyone would like to admit: # grant this...

Most write-ups treat prompt injection and jailbreaking as the same attack with two names. They...

What I learned building and deploying a full-stack application with AI-assisted development, from the...

Darwinian Governance for AI Coding Agents: How Prism AI Steering Reduces Wasted Computation...

OpenAI says 10,000 AI agents proved Navier-Stokes blow-up in 88 hours. Two mathematicians say the run began after word of their work reached OpenAI.

You add a tool to your MCP server, restart the client, and instead of an answer you get: MCP error...

Last week I wrote about shipping a paid API for AI agents and getting two real calls in a week. The...

Agents are brilliant in demos and brittle in real web software. Here's why — five failure modes every...

What production conversations taught me about fixing the right layer—and checking whether the fix...

Here is how to create Claude Skills, from the first SKILL.md to installing the skill in Claude.ai or...

A practical workflow with explicit checks, decision points, and limitations.

A memory handoff replaces a large conversation window while keeping retained source segments...