AI Augmentation Featured The Illusion We Built Our Industry On Software was never deterministic, we just couldn’t afford to explore alternatives. AI makes variation cheap, shifting the focus from writing code to validating outcomes. The future is probabilistic creation constrained by systems that ensure reliable results.
AI Augmentation Featured Operational Practices for AI-Native Teams The Frontier Pod: humans and AI agents collaborating around a shared system of intent, validation, and learning.
AI Augmentation Featured AI Adoption Isn’t a Tooling Problem. It’s a Judgment Problem. AI value doesn’t come from better tools. It comes from better judgment. Those who manage context, structure work intentionally, iterate intelligently, and calibrate trust reshape workflows. The rest install software and call it transformation.
Vibe Coding AI Did Not Change Software. It Revealed Its Shape. A reflection on feedback, creativity, and modern software development.
Vibe Coding Featured Why Vibe Coding Fails for Most Developers Vibe coding exposes hidden gaps in articulation, reasoning, and feedback handling. This article shows why deterministic habits break nonlinear workflows and how to develop the capabilities that make dialogue-driven development reliable.
AI Augmentation The AI Quant: How Vibe Engineering Outruns Automation Most teams chase automation to cut costs and move faster, but the real advantage is augmentation. When humans and AI think together, output becomes exponential. Automation scales work; augmentation scales intelligence. The future belongs to those who amplify, not replace.
Coherence Coherence: Where Intuition Meets Inference When coherence appears, whether in neurons or in code, it feels like thought because it holds the same tension, compression balanced by recursion. The mind economizes, the loop reflects, and between them understanding flickers. This is the emergence of a thinking substrate.
Vibing to Production Featured The New Grammar of Creation: How AI Is Changing the Way We Build We used to write for compilers. Now we build through conversation. The future of engineering belongs to those fluent in the new grammar of creation. AI doesn’t replace developers. It reveals them.
AI Augmentation Featured AI and the Death of the Hero: A Jungian Guide to Letting Go of Control As AI continues to reshape how we build and think, resistance remains strangely personal. Why do some people embrace the change while others cling to old ways? The answer may lie deeper than tooling or training it may live in our collective psyche.
Vibe Coding AI-Assisted Development: Beyond Code Generation AI-assisted development isn’t just about code generation. From debugging and scaffolding to test creation and doc writing, AI accelerates how we explore, explain, and execute ideas. Here are seven practical ways AI is quietly reshaping real developer workflows.
LLM as Judge How LLMs Judge: 4 Essential Patterns for Smarter Agent Workflows The LLM-as-a-Judge pattern originated in eval pipelines to assess output quality, but has since expanded into agent architectures. It now plays a central role in autonomous workflows critiquing outputs, enforcing standards, and triggering rework steps to ensure runtime quality control.
Vibe Coding Learn Fast. Think Independently. F*** the Rules. AI is reshaping software development. This piece challenges us to embrace the shift—away from rigid processes and toward fast, intent-driven workflows. It's a call to rethink how we build, lead, and ship in an era where AI isn’t just a tool, but part of the team.
Vibe Coding Featured AI Is Step One. What Comes Next Changes Everything. AI-assisted development isn’t the destination—it’s step one. Software is one of the most labor-intensive human creations, and AI is beginning to reduce that burden. But the real shift lies ahead: adaptive systems, dynamic governance, and automation that builds automation.
Vibe Coding Featured AI Didn’t Kill Coding. It Killed Typing! Typing was never the work—solving problems was. AI pair-programming skips boilerplate, letting devs focus on architecture, edge cases, and impact. Welcome to vibe coding, home of the 10× engineer.
Workforce AI and the Vanishing Ladder: Rethinking Work in the Age of Automation AI is erasing entry-level roles, gutting the talent ladder. Juniors aren’t learning, orgs lose future leaders, and inequality grows. To thrive, leaders must protect onramps, embrace hybrid roles, and invest in human development—not just automation.
