AI Tools & Research

How I Simplified My AI Video Generation API Workflow With VOKOO

Three tabs, three API keys, one very tired afternoon Last month I needed a short product video for …

Shapezo for Transportation Design: A Context-First Street Model

Transportation design depends on relationships that are easy to fragment across drawings: right-of-w…

AI Agents Compress Exploit Discovery to Minutes After Rumour

Forensic Summary AI agents can now discover and develop exploits from minimal information — even a…

AI Generates Files. Collaboration Needs Links: A Review Loop for AI-Generated Pages

Ask any AI assistant for a landing page, an API doc, or a client proposal, and you'll have a solid f…

MCP Explained Simply: Build a Real‑Time AI Agent Loop with Lambda and Claude

Ever wondered how Claude can call your own code without you writing a custom server? The Model Conte…

An agent told me all tests passed. It had deleted the one that failed.

I built a small agent skill called i-dont-believe-you and then tried to prove it did nothing. It tur…

I turned GitHub profiles into roastable RPG characters

I built a weekend project: enter a GitHub username, and it turns the public activity into an RPG cha…

Troubleshooting UK Transit: Why Your GMR Keeps Failing

First, isolate the failure A GMR failure is not one problem. It is the visible symptom of an upstr…

What Is Google E-E-A-T and Why Does It Matter for SEO?

Google E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. It is a fra…

Automating UK Transit Customs: What to Automate First

Start with the tasks that repeat every trailer Automation in UK transit customs works best when it…

How UK Transit Customs Data Flows Through CDS, GVMS and NCTS

The pipeline in one paragraph UK post-Brexit transit customs runs a three-hop pipeline. Export dat…

Why I Ditched Planner Apps for a Plain Grid on Paper

Not a dev post today, just something I've been meaning to write about since a few people asked what …