Blog

• Cognition as Code: Co-Evolving with AI Agents

  March 25, 2026

  Most organisations add AI to linear processes. A different approach: co-evolve with AI through a crystallisation cycle that turns tacit expertise into executable code. The moat isn't the code — it's the process that produces it.

• Why LLMs Can't Learn from Your Estimation Errors

  March 24, 2026

  LLMs plateau after a single observation when updating beliefs. For PMOs that need to learn from estimation history, you need deterministic Bayesian maths underneath — not just chat.

• Outsource vs In-House: The Costs Nobody Calculates

  March 11, 2026

  A TCO comparison of outsourced vs in-house development using real unit economics and field data on schedule overruns, tool fragmentation, and decision latency.

• Why Your Project Estimates Are Always Wrong

  February 22, 2026

  PERT has been around since the 1950s. It's still not enough. Here's what's missing — and the maths to fix it.

• Cheap vs Inexpensive: Why TCO Changes the Conversation

  February 11, 2026

  A $200 printer and a $600 printer walk into an office. Five years later, only one was actually inexpensive.