AI Intelligence Archive

MCP vs function calling, as of October 2026: they aren't rivals. Function calling is how the model asks for a tool; MCP is how tools get shipped between apps. My verdict, a comparison table, the latest spec changes, and the production code…

If you run a coding agent on Windows today, its shell commands usually run with your full user...

I have spent most of my career building financial systems: a multi-tenant SACCO platform, an...

You check the logs. The right document was retrieved. It's sitting in the prompt, rank 2 of 5. And...

I asked AI coding agents to write formally verified code. Every solution passed the verifier. Then I...

I use Claude Code and Codex every day. Both can tell you where you stand on your limits: /usage in...

Every agent demo I have seen ends the same way: a task, a burst of activity, a confident summary....

In September I wrote about AI agents in our framework, Kumiko, and why a handler without a...

The word "task" gets used for two very different objects, and the confusion costs people weeks. A...

"Code must not be written by humans." "Code must not be reviewed by humans." Those are the two...

pastmonday.com is a real SaaS: auth, billing, uploads, and AI chat. A software factory of four Claude Code skills built it in about 40 minutes, and every backend service on the bill is Neon, including the brand new Object Storage and AI Ga…

A CI job failed on every single push to my release branch. Including its very first run. For 255...

Paste any text; CiteWarden live-verifies DOIs, arXiv IDs, PMIDs, CFR sections and case law against real registries — and flags the fabricated ones. Built for LexHack 2026.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Built...

Bangla legal-tech that quotes statutes verbatim, assembles judgment drafts from verified parts, and leaves the decision to a human judge — with a full audit trail.

Computer vision reads a Gutzeit arsenic kit by photo, a QR-stamped live map tracks safe tubewells, and routing walks families to clean water — offline, in Bangla.

A step-by-step build: from model access to a deployed agent, with every console screen along the...

From arsenic-test computer vision to Bangla court automation — eight live, open-source AI projects from Bangladesh, each with a working demo and a public GitHub repo.

For twenty years, "write semantic HTML" was advice people agreed with and then ignored. A <div...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

In 2026, autonomous AI coding assistants (Claude Desktop, Cursor, OpenAI Codex, Windsurf) are tasked...

I do a short review every Friday. Twenty minutes, sometimes less. It is the only maintenance ritual I...

Este artículo es la versión en español de I gave my AI coding agents an office, and now my team can...

Agents write a lot of pandas code, and pandas fails silently. pyursa gives agents strict types, errors with ready-made fixes, undo, lineage and LLM operators, on Polars or DuckDB.

I spend most of my day with three or four AI coding agents running at once: Claude Code in two...

Every agent I tried on the web had the same problem: it was reading too much. A browser tool hands...

The "Agentic Operating Layer": A Pattern You Can Steal from OpenAI's Orchestra Bio...

https://x.com/i/broadcasts/1mGPaZoWBnnJN

Every agent demo I have ever seen works on the first run. Mine did too. The first run has a clean...

Which small language models actually run on a laptop? Hardware-matched picks for 8GB, 16GB and 24GB machines, setup commands, and the honest limits.

Letting an AI agent change your product's settings is only reasonable if you can take it all back. So...

How to Coordinate Multi-Agent AI Swarms Without Cloud Deadlocks: A Distributed Task Board...

A retrieval-augmented assistant answers from documents it fetched first. Most access reviews ask what...

Over a month I logged about 400 tasks run by an agent on my own machine. When a task went wrong I...

After the Cloud & AI Summit in St. Charles (September 30 to October 2), I did what everyone does...

AI is challenging the software factory model. What matters when writing code becomes cheaper but owning a product remains difficult?

I started with a 900-line instructions file. The agent ignored most of it. Then I cut it to under 100...

I'm a solo developer, and I built an AI resume screener where every score comes with reasons. Here...

Google's 2024 Content Warehouse documentation leak included a reference to clutterScore, a field...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...