Writing Hub
AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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AI Agents Are Poisoning Your Codebase From the Inside
Explore how AI-generated code can silently degrade software quality through weakened tests, rising code churn, and duplication—and how teams can prevent it with better governance.
AI Isn’t Killing Your Expertise. It’s Just Moving the Paywall.
Why ‘Writing Faster’ Is Worthless When Nobody Can Verify What’s True
When the Michelin Recipe Fails in Your Kitchen
Why 2026 Marks the End of DIY AI — and the Rise of the AI Meal Kit
Why I Stopped Treating Complexity as a Bug
On intent, governance, and why “clean code” heuristics fail in AI-generated systems
I’m Not Building AI Demos. I’m Building AI Audits (ASDP + Slop Gates)
Learn how ASDP and AI Slop Gates turn AI trust into auditable evidence, with CI/CD checks, drift policies, and governance artifacts that block weak, narrative-driven systems.
The Real Risk in the Age of AI Coding Isn’t Bugs
Is your AI code production-ready or just 'AI Slop'? Learn how to detect convincingly empty code, measure Logic Density (LDR), and stop 'Vibe Coding' from becoming hidden technical debt.
Undo Beats IQ: Building Flamehaven as a Governed AI Runtime (Not a Prompt App)
Why governed AI runtimes outperform raw model IQ, and how Flamehaven uses undo, control surfaces, and fail-closed review to keep systems trustworthy.
Open Source’s Critical Inflection Point and the 14,000,605-to-1 Survival Strategy
Open source isn’t dying and growing up. Why trust collapsed, forks emerged, AI changed the game, and what it will take to build a survivable open source future.
When AI Becomes a Toy
Why the Current AI Craze Was Inevitable — and Why It Cannot Be the Endgame
2026 CRM AI: From Seats to Service (Why Undo Beats IQ)
In 2026, CRM AI won’t be won by smarter models—but by Undo. This essay explores why enterprise adoption shifts from IQ to liability, how “Service as a Software” replaces SaaS, and why seatbelt layers decide who actually ships AI in production.
2026 AI Adoption from Miracle to Air
AI won’t go mainstream in 2026 because models get smarter. It’ll happen when AI becomes “air” - default, standardized, and liability-owned.
Built a SaaS in 30 Minutes? When “No-Code Hype” Meets the Operational Wall
Where no-code hype hits the operational wall: auth, billing, security, cost.
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