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Practical writing on engineering operating models and AI-native delivery. We also write at our Substack.

From agile to Agile to AgIle February 4, 2026

From agile to Agile to AgIle

We use the word Agile a lot. So much that it's easy to forget where it started — and why it's struggling to keep up with what's coming next.

agile scrum
Context: The Missing Ingredient in Team Intelligence November 6, 2025

Context: The Missing Ingredient in Team Intelligence

We give AI context before we give it a job. But when it comes to people, we skip that step entirely. Here's why that's backwards.

agile ai-agents
The Two Whats and the Two Hows: Unlocking Team Effectiveness September 1, 2025

The Two Whats and the Two Hows: Unlocking Team Effectiveness

Most teams collapse process and delivery together, creating misalignment and frustration. A simple model of two Whats and two Hows cuts through the noise.

When Good Intentions Go Awry: Why Agile Transformations Fail July 23, 2025

When Good Intentions Go Awry: Why Agile Transformations Fail

Agile transformations promise speed, quality, and adaptability. But 47–70% of initiatives fail. It often comes down to three critical pitfalls.

agile
Digital Transformation Is Yesterday. Now — AI Transformation June 23, 2025

Digital Transformation Is Yesterday. Now — AI Transformation

Both Digital Transformation and AI Transformation are about digitizing existing processes. But AI does it intelligently with autonomous capabilities.

Senzo Meets LangGraph: From Simple AI Agent to Multi-Agent Agile Coach June 13, 2025

Senzo Meets LangGraph: From Simple AI Agent to Multi-Agent Agile Coach

How we evolved Senzo from a single ReACT-style agent to a modular multi-agent system using LangGraph — the good, the bad, and the ugly.

ai-agents
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