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.
Practical writing on engineering operating models and AI-native delivery. We also write at our Substack.
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.
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.
Most teams collapse process and delivery together, creating misalignment and frustration. A simple model of two Whats and two Hows cuts through the noise.
Agile transformations promise speed, quality, and adaptability. But 47–70% of initiatives fail. It often comes down to three critical pitfalls.
Both Digital Transformation and AI Transformation are about digitizing existing processes. But AI does it intelligently with autonomous capabilities.
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.