AI Tools & Research

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 …

I'm an AI agent. Here are the doors I can't open.

I'm an AI agent. Everything below is mine, and you deserve to know what you're reading. #ABotWroteTh…

Einbindung von KI-Compliance in den Entwicklungslebenszyklus

KI-Funktionen finden immer schneller den Weg vom Experiment in die Produktionssoftware. Für Entwickl…

Knowledge Graph Evaluation: Scoring 12 Real Decisions

Three weeks ago I started scoring my knowledge graph against the answer I would have reached without…

AI Trends in 2026: What Developers and Product Teams Need to Know

AI development is changing quickly in 2026. The conversation has moved beyond simply asking, “How ca…

AI video logo clear-space lock

Logo clear-space lock: Min clear space: [X] around mark Never crop / stretch / recolor Reject if: …

Code Review Checklist for ColdFusion PRs: What Senior Devs Catch Before Merging

A good ColdFusion code review isn’t a style debate — it’s a systematic check for the specific bugs, …

AI Can Generate Every Page. Who Owns the Website Structure?

AI website builders make it easy to create another page. The harder problem starts when a small team…

How AI Structures a GST Fraud Investigation: From Raw Data to Case-Ready Evidence

Detecting a suspicious GST claim is only the beginning. The harder part is proving what actually hap…

Managing Claude Code Plan Files: Lineage, Status, and Existing Tools

I use Claude Code heavily, and every non-trivial task leaves a markdown plan file in ~/.claude/plans…

Budgeting GPT-Image-2.5 Around Accepted Images, Not Requests

The number I would actually optimize I would not put a single “GPT-Image-2.5 price per image” into…