Build logs, case studies and research notes on the AI systems I run: agents, automation pipelines, video production, geospatial visualisation and event operations. Each one is a system that actually runs, with the numbers, the tools and what broke.
8 articles · RSS
People call AI lazy when it delegates repetitive work. For Filipino builders with limited resources, the same tool may be a new layer of leverage.
What CPD providers, professional societies and universities in the Philippines actually owe attendees after an event, why certificates slip by weeks, and the close-out workflow that ships them in 72 hours.
I reverse-engineered the public careers of a political scientist, an economist, a cabinet secretary and a think-tank director to find the ladder behind the TV panel. Six patterns held across all four, and they turn into a playbook.
How LANTAW turns NASA SRTM elevation and satellite imagery into browser-native 3D landscapes of the Philippines, how one Taal prototype became a 28-scene atlas, and why every layer is labelled measured, derived, modeled or authored.
A build log of VCPH OS, the automated pipeline behind the Vibe Coders PH Daily Drop: 50+ feeds in, five stories scored and rewritten in a Pinoy-aware voice, a generated cover, a QA pass, then Discord, Telegram and Facebook. What it costs and what broke.
A client passed on an AI-generated video draft made in Higgsfield Cinema Studio with the Seedance model. The clips were too good to delete, so they became a public case study and a repeatable image-to-video production workflow.
A research note on using scene-change keyframes, transcripts and structured sidecars to map how a Philippine true-crime and disaster documentary format builds its hooks, rules and closings, ten episodes in.
Gemini read a raw .ai file straight from a project’s Google Drive folder and returned SVG reconstructions and animation stubs. The reason is a PDF-compatible stream Adobe has embedded in Illustrator files since version 9.