
The Delegation Boundary
How to decide what an AI agent may do alone, when a person steps in, and how that boundary moves as evidence changes. Part 3 of 7.


How to decide what an AI agent may do alone, when a person steps in, and how that boundary moves as evidence changes. Part 3 of 7.

A hybrid team pairs a stable group of people with machine capacity that expands and contracts around the work. Part 2 of 7.

An AI native operating model is the system by which an organisation turns intent into outcomes using people and machines together. Part 1 of 7.

AI speeds up writing code, but code is rarely the bottleneck. Why continuous delivery and flow come first, backed by DORA and METR data.

AI adoption programmes stall on people and leadership more than tools. What engineering leaders must do differently, lessons from Odevo.

Good ideas need a writer and an audience. AI moves one of those constraints. What that means for publishing, platforms, and engineering teams.

AI-written content gets skipped on sight, but the same filter catches writers using AI to publish real substance. EEEG is the test we use at re:cinq.

London roundtable with eight senior practitioners on testing AI output, multi-agent orchestration failures, and the enterprise security gap.

Notes from an AI Meetup talk in Utrecht on citizen developers, software factories, and two-week sprints when AI writes code in 20 minutes.
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Pini has spent more than 25 years building software and technology companies. Before re:cinq, he co-founded and grew a Cloud Native consultancy to 200 people and helped companies including Adidas, Shell and Siemens through major technology transformations. He also co-authored Cloud Native Transformation and From Cloud Native to AI Native.
19 Articles • Engineering • Transformation • AI