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Thinking in Specs

Deep dives into specification-driven development, AI-native engineering, and the future of building software.

Feb 28, 2026 · 8 min read · Tooling

The Agent Model Split: How Four Spec Tools Think About AI

OpenSpec, Spec Kit, Kiro, and Augment Code all promise spec-driven development. But they disagree on something fundamental: how AI agents should interact with specifications. This split defines everything about how they work.

Feb 28, 2026 · 7 min read · Tooling

BMAD: When Your AI Gets a Full Agile Team

Most spec-driven tools use one AI agent wearing different hats. BMAD goes all in on multi-agent collaboration: an Analyst, Product Manager, Architect, Developer, QA, and Scrum Master, all working together. Here's when that matters and when it doesn't.

Feb 28, 2026 · 7 min read · Tooling

OpenSpec vs GitHub Spec Kit: Same Problem, Different Philosophies

Both tools structure AI-agent workflows around specifications. But OpenSpec is a workflow engine with a philosophy. Spec Kit is a starter kit with templates. The differences run deeper than you might expect.

Feb 27, 2026 · 5 min read · Philosophy

Code is a Liability. Design and Taste Are the Assets

In the age of AI-generated code, the value isn't in the lines you write. It's in the specs you design, the architecture you choose, and the taste you bring to the process. Code is an implementation detail.

Feb 25, 2026 · 6 min read · Security

The Intent Integrity Chain: Why "Trust Me, Bro" Isn't Good Enough for AI Code

AI coding agents are fast, impressive, and wrong about half the time. Spec-driven development helps, but verifying that code actually matches the spec is still a leap of faith. IIC closes the gap with assertion integrity.

Feb 23, 2026 · 8 min read · Methodology

Why Specification-Driven Development is the Future of Software Engineering

The software industry has a documentation problem. We write docs after the fact. We maintain wikis nobody reads. Meanwhile, AI coding assistants generate code at breakneck speed, but without a compass, speed is just chaos.