From Song to Music Video
A music-video workflow: listening to rhythm, reading the lyrics, planning scenes, generating visual directions and controlling versions.
Creative-system design and iterationsRead article
04/TECHNICAL STUDIES
Hands-on projects, documented from idea to result.
Each study documents a real project in AI workflows, automation, data, or software: what I set out to build, how I approached it, what worked, and what I learned. Most recent first.
Study areas
Work across operations, automation, AI, and creative production.
Decision Systems for the Real WorldMaking handoffs, exceptions and evidence visible in time-sensitive operations.The Practice of Reliable OperationsHow people, schedules, and clear responsibility keep a service running when plans fail.Human-Guided AI WorkflowsSpecialists that help without quietly taking over the decision.Creative Systems With MemoryKeeping the original feeling intact as a story moves through sound, images, and revisions.From Data to Useful DecisionsTurning scattered records into something people can find, trust, and act on.
Matching: 12 / 12 · Newest first
AI Systems & Agent Workflows
Agent architecture, retrieval workflows, connected tools and explicit human checkpoints across several AI engineering projects.
Multiple projects at different stagesRead article
Microsoft Ecosystem: The File Has to Survive the Handoff
OneDrive, Teams, SharePoint and Power Automate: an investigation into ownership, reliable access and real handoffs.
Documented design and package reviewRead article
GPTSOULMASTER: A Library of Experts Needs a Librarian
A versioned expert-prompt library ran into the very problem it was meant to solve: finding the right expert.
Documented design and package reviewRead article
DIVAN: The Council Could Talk. Could It Remember?
A virtual council experiment became a study in durable decisions, files and version integrity.
Documented design and package reviewRead article
Designer Agency: When a Creative GPT Needed an Operating System
A creative-agency GPT became an experiment in coherent instructions, handoffs, and honest reviews.
Documented design and package reviewRead article
Back Engineering: A ZIP Is Not an Explanation
Working backwards through an AI package to separate real evidence from a plausible-sounding diagnosis.
Documented design and package reviewRead article
From Spreadsheet Rows to a Folder Tree
A practical design pattern for turning a three-column Excel hierarchy into nested folders without losing the parent-child relationships.
Full Refresh, Delta Refresh, or Cache?
A technical decision framework for integrating large API datasets with spreadsheets while checking data correctness, not just apparent speed.
From Capture to Retrieval
A practical approach to checking that an archived record leads back to usable original evidence.
YouTube Transcript Translation
A translation workflow described from my own project work: video transcripts, language adaptation, subtitles and review.
Owner-described project; implementation detail under reviewRead article
COW — Couriers On Wheels
A courier app and operational model: assignments, changing conditions and clear handoffs, designed from the courier's point of view.
App concept and workflow designRead article