AI Intelligence Archive

The first time an agent I built did something I could not explain, I went to check what it had...

“Done. Here's the download link.” A perfectly ordinary answer from an AI agent. Also the moment a...

Info: This is a later upload of an introductory post I made a few months ago. 1...

Introduction ServiceNow provides a feature called MCP Server. It allows various...

I'm a developer working on Paramour.chat, an LLM roleplay app where, of course, exchanges need...

I started last Monday. Today it's been exactly two weeks. Here's the funny part. I've spent 15...

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

We run an eval suite on every PR. Seven fixtures, four metrics, deterministic, no API key, no...

A brutally honest reflection of my experience with rate limits, hallucinating prompts, and deployment...

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange. What...

Note: This article is a developer-focused adaptation of my original blog post in Italian. You can...

Why swapping in a frontier LLM still yields polite boilerplate. Deconstructing Mode Gravity, the triple lock-in flywheel, Differential Diffing, and Model vs. Harness decoupling.

Designing an eval harness for prompt-injection detection: what measuring my defenses...

Last week I wrote about getting rejected from a job for "relying on AI" in the coding round — by an...

AI can help you write code incredibly fast. That part is no longer surprising. The harder question...

There is a scene that is becoming more and more common in software development right now. You have...

Submission for the DEV x Sanity Challenge, Path One. What I Built JudgeStack answers...

I use Excalidraw a lot at work to draw diagrams, plan projects, and visualize how new features will...

Four files, fifteen minutes, and five of those minutes are one step. Plus the four claims about Claude Code setup that get repeated everywhere and are wrong.

The failure is never that the model lies about the transcript. It is that a clerk said something that is not a yes, and the model read it as one.

A step that could not run is easy to report as a step that did not fail. Here is how to tell the difference, and a ten line hook that stops the most common version of it.

A few weeks back I watched an agentic pipeline burn a month of budget in three days. The instinct...

I have a small drawer of Hacktoberfest T-shirts. Four of them, I think. Every October for years I...

Everything your AI agent remembers becomes stale eventually. Here's the engineering behind forgetting: decay curves, core memories, and why we never hard-delete.

Your Claude Code hook exits 1 when it wants to stop something. It is not stopping anything. That is...

Kasparov's conclusion: "Weak human + machine + better process was superior to a strong computer alone...

We put a codeword in six CLAUDE.md files and found that the parent-directory, working-directory, and...

Code Controls, Jev Decides, OpenAI Reasons: A Hybrid Agent Architecture That Doesn't Waste LLM...

I wanted to experiment with something different from the usual landing pages. So I...

MCP Is Easy Until You Take It to Enterprise Scale Why local MCP workflows eventually need a gateway,...

The problem nobody talks about with AI agents We're rushing to give AI agents autonomy. An...

You talked through an approach with your agent a few days ago. The agent explained the tradeoffs, you...

Beyond Bigger Models: Toward a Modular Cognitive Architecture From Exception-Driven Reasoning to AI...

Joining an unfamiliar codebase, what you want isn't more code — it's a wiki that explains how the...

I built this because robots.txt kept coming up in conversations about AI crawlers and the answer was...

I replaced my toy neural network with the real mushroom body wiring from a fruit fly. It worked, and immediately showed me what I had been faking.

A viral post argues MCP causes context bloat and a token tax. Here is how to measure your own tool overhead and cut it.

Google has expanded Gemini Notebook, formerly NotebookLM, with capabilities including notebook code...

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange. What...

The story behind Jeansh, an Android SSH client for coding and supervising AI agents from a phone or...