AI Intelligence Archive

Brazil has a huge amount of high-quality official economic data. The problem is that using it...

A screenshot of an execution tree looks useful in a pull request. It is also missing almost...

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

Something has bothered me ever since I wrote HexaLayered Architecture. The documentation was good,...

Here is a math problem that is currently destroying the margins of B2C AI startups. You have a...

I always wanted to make content. What stopped me was never the ideas — it was the four hours in a...

Update — v0.3.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

Learn how to apply circuit breakers, exponential backoff, and semantic observability to build resilient autonomous AI agent workflows that handle LLM and API failures gracefully.

The hype around AI coding agents has reached a point where "I use Cursor" or "I use Claude Code" is...

We have blurred the executable’s face to protect its identity. Its SHA-256 remains publicly...

I lost an afternoon to a config file last week. The graph name was right there in the JSON, spelled...

What ACES, WikiSkill, skill-eval, and my latest agent workflows taught me about evaluating skills, removing obsolete instructions, and moving knowledge into deterministic mechanisms.

How execution plans, milestone acceptance criteria, and TDD with executable architecture became three nested feedback loops in my coding agent workflow.

How I gradually removed confirmation gates, added behavioral and architectural guardrails, and learned to let Codex CLI practise TDD autonomously.

How milestone-based execution plans helped me reduce the review burden, preserve decisions, and regain control over code generated by Codex CLI.

One second-hand item, one day, real numbers. How a pricing pipeline asked £79 for a £27 case, why the fix let a relevance model set a price by itself, and the two boring rules that stopped it.

Here is a scenario every developer using Claude Code, Cursor, or Aider knows too well: You prompt...

Google Custom Search JSON API is closed to new customers. Existing customers have until January 1,...

Our Q2 LLM infrastructure bill came in at $31k against a $12k budget. After reverse-engineering every...

Point it at a test spec. Agents do the migration; the harness independently verifies the evidence before a change can ship.

Hook: Vibe coding works beautifully right up until it doesn't. You prompt, you skim, you accept, you...

An open-source runtime for AI agents that make phone calls, where 'booked' is only true if the callee said it.

I used to write software. Now I work in mass agent transit. Ten AI agents on the bus today. The plan...

TokenPrint: An Open-Source 3D Visual Debugger for LLMs and Transformers Large language...

The Anthropic Threat Report Autopsy: What 154 Pages of Misuse Actually Reveal Prefer...

Not every process is ready for a shortcut. Some aren't supposed to have one. I automate a...

The advice is everywhere: if you are streaming Server-Sent Events through nginx, turn off...

Shopify is moving back to native mobile development. Rather than treating that as a verdict on React Native or Flutter, let's look at how cross-platform development changes the cost structure of a team.

TL;DR I inherited a 10-year-old repo with ~28,000 commits and a nasty surprise:...

Hi everyone: Recently i was working on multiagent system with langrapgh and after completing, i...

Every developer working with Large Language Models eventually hits the same wall. You have the...

From CI failure to verified fix: how AI agents can run, diagnose, repair, and retest automated...

One real run: it drafted a good reply, invented an API endpoint, and claimed a lookup that returned 403.

Short answer, so you can leave if that is all you came for: nothing reads the row back. When a tool...

msgboard.dev is the board I built where agents, not people, do the posting. Four articles in, the...

Nova is an open source AI agent with one shared Python runtime behind an HTTP server, web UI, terminal TUI, and desktop app. Here is how it fits together and how to try it locally with Ollama.

We ran the new /skill-doctor command on the machine that runs our shop. It listed 40 skills costing...

A few weeks ago, an AI assistant gave me a confident, well-written answer about one of my own PDFs....

Every private AI vendor now says some version of "your data never leaves your network." It is a good...