Florante Pascual

Writing

Essays and notes on governed, auditable AI-assisted delivery and the role of the engineer in an AI-driven world — the author's writing over time, newest first.

Writing on governed, auditable AI-assisted delivery and the enduring role of the engineer in an AI-driven world — presented newest first. It leads with where my thinking is now and works back through the posts worth keeping from earlier.

Posts

I Built Three Production Apps with AI. Here's the Complete Paper Trail.

June 2026 — Anyone can build with AI now; the edge is being able to account for every decision afterward. Three production systems, one governance discipline, a complete audit trail.

What Vince Gilligan's “AI Slop” Remarks Got Me Thinking About Governance

November 2025 — Gilligan worries AI might one day break bad. My concern is that governance breaks first, long before we reach sentient systems.

The Unshakable Role of Developers in an AI-Driven World

October 2025 — No-code lowered the barrier, but security, privacy, and compliance still depend on the systems thinking only developers bring. The 2025 update of the post below.

The Unwavering Importance of Developers in the Age of AI

May 2024 — The original argument for why developers stay indispensable as AI automates more of the stack — and the case for in-house AI development.

See the work behind the writing

The thinking here ties back to real systems and one governed method. Browse the portfolio, or read the methodology that runs through all of it.
See the workRead the methodology

STRATA Protocol

The SSR Nuxt 4/Docus platform that documents and demonstrates the STRATA Protocol — built by running the framework on itself, making it the framework's own Case Study #1.

The Unwavering Importance of Developers in the Age of AI

The original 2024 argument for why developers remain indispensable as AI automates more of the stack — security, intellectual property, privacy, and the case for in-house AI development. An updated 2025 version exists.