May 2026
Why AI is Destroying Agency Margins (And How to Fix It)
The quantity vs. quality crisis is real. Here's how to stop endless QA cycles from eating your margins.
Essays
Systems thinking and technical deep dives on building deterministic AI.
May 2026
How to Sell Enterprise-Grade QA to Your Agency Clients
Turn a cost center into a profit center by white-labeling cryptographic proof of code quality.
May 2026
Stop Paying Senior Engineers to be QA Proofreaders
Your best tech leads are bottlenecked by reviewing AI-assisted outputs. It's time to automate the guardrails.
May 2026
The LLM Evals Bottleneck: The Oracle Problem at Scale
Analysis of why LLM Evaluation is currently breaking CI pipelines at AI-native startups, and how Zero-Trust Validation solves it.
April 2026
The 2025 DORA Anomaly: Why AI is Tanking Your Stability (And How to Fix It)
The 2025 DORA report proves it: AI adoption is increasing delivery instability and creating a massive verification tax. Here is how to rebuild your track.
AI DORA validation scale
April 2026
The Elephant-Goldfish Model: Why Google's AI Engineering Method Matters for Startups
Google's AI engineering teams have developed a design-first methodology that prevents 'AI slop.' Here's how it works, why it matters, and how to adapt it for Series B startups.
AI engineering methodology design-first
April 2026
The Skill Compression Effect: How AI is Rewriting the Engineering Org Chart
We are witnessing 'Skill Compression,' where tasks that previously required years of experience are now the baseline expectation for entry-level roles. Why your Seniors are burning out.
AI engineering-management org-design skill-compression
April 2026
The Speed-At-Scale Paradox: Why AI makes you 10x faster and 10x slower
Individual AI is a commodity. Institutional AI creates chaos. Why you upgraded the engine but broke the track.
AI scaling architecture validation
March 2026
How I Built Clinical-Grade AI Validation at Reggie Health
In two months, we replaced a hallucinating prototype with a deterministic, clinical-grade system. Here's how we did it.
AI validation healthcare
February 2026
Zero-Trust Architecture for LLM Applications
Why every AI system needs guardrails, and how to build them without killing velocity.
AI architecture guardrails
January 2026
Moral Mazes and AI: Why Alignment Fails
The patterns that break organizations also break AI systems. Lessons from 15 years of systems thinking.
AI organizational-design culture