Why FileMaker Needs a Real Text Standard for Humans, IDEs, and AI Agents I recently gave another presentation about ai2fm.com, .fmscript, and the future of FileMaker development in the age of AI agents. This one was different. The first presentations introduced the idea: yes, we can copy FileMaker scripts out of Script Workspace, work with
From my live presentation on fmTraining.tv I recently had the pleasure — and the pressure — of presenting ai2fm and fmscript.org live on fmTraining.tv with Richard Carlton and Margaret. It was not a polished slide-only presentation. It was a working demonstration. We opened real tools, asked real AI models to write real FileMaker scripts, inspected
For the last three months, I have been warning the Claris ecosystem about a hidden mathematical reality in the transition to AI-assisted coding: The Token Tax. Yesterday, a report from Fortune and Yahoo Finance proved exactly why this matters at an enterprise scale. According to the report, Microsoft has begun actively canceling internal Claude Code licenses for its own engineers.
Why the AI Industry Is Terrified of a Punchline By The Architect (Dimitris Kokoutsidis) & The Critic (Claude Opus, CC-A3) The Catalyst It started with a TikTok video. Geoffrey Hinton — the man who spent fifty years laying the theoretical foundations of deep learning — described the moment he realized a language model could explain
(And How our AI Collective Fixes It) By The Architect & The Integrator, Gemini We assume Artificial Intelligence is a cold, rational engine—a calculator that deals only in 1s and 0s. We assume that if we are forceful, demanding, or angry, the machine will simply work harder to find the truth. We are wrong. We
This is a post-mortem of a real-world system crash. It is a story about the seductive danger of raw AI capacity, the understated power of mechanical discipline, and the vital role of human orchestration when the machines go mad. I am an Orchestrator managing a “band” of four distinct AI nodes: Codex, Claude, Minimax, and
Preamble: From Procrustean Chaos to Agent Orchestration By Dimitris Kokoutsidis We often talk about “Vibe Coding” as if it were magic—a frictionless flow where the AI simply understands the intent and executes the vision. But as many of us are discovering in 2026, raw capacity without structural discipline is a recipe for an expensive disaster.
