When Legal Evidence Stops Being a PDF
Legal evidence can span recordings, contracts, and case files. This article explains why traceability and human review matter when AI helps organize that material.
Blog
Notes on illuma.law, luminous-giant.com, and the systems work behind both.
The Handoff Is Part of the Build
A production system needs ownership, monitoring, and operational clarity alongside a successful deployment. This article describes the handoff practices behind client-owned systems.
A Porto Stay Is a Chain of Small Decisions
A useful Porto itinerary leaves room for the city, makes logistics visible, and keeps one team accountable from enquiry through the return transfer. This article follows those decisions across a private stay.
What I'm Building in 2026
In 2026 I am building illuma.law, legal AI for evidence workflow, operating luminous-giant.com, and co-running portoforyou.com. This note explains the distinct audiences and delivery models behind the three businesses.
From Silence to Symphony: How We Built an AI-Powered Audio Mixing Engine with FFmpeg 8 and Intelligent Agents
An FFmpeg workflow pairs voice and music, retrieves earlier successful mixes, and applies bounded audio settings. The article explains the agent flow and its review safeguards without asserting an unverified model release.
Orchestrating Multimedia Magic: How I Built Content Generation with Vizra ADK Workflows
Vizra ADK workflows coordinate content generation across text, audio, and image tasks. This article shows how sequential and parallel steps support that process.
Welcome to My Blog
Notes on architecture, technical leadership, and production systems across payments, marketplaces, and applied AI. I share practical decisions, constraints, and lessons from building and operating software.