Articles
AI Delivery Programme
- AI agents (13)
- AI Coding Agents (1)
- AI delivery (88)
- AI Delivery Programme (12)
- AI Workflow Audit (2)
- Architecture Review (2)
- Laravel (1)
- MVP to Production (1)
-
Engineers fear AI will replace them: how should leaders respond honestly?
Separate what is decided from what is open, promise only what is in your authority, give every AI target a written purpose, and let…
-
How should we develop junior developers who rely on AI?
Controlled studies of novices suggest the way a learner uses an AI assistant matters more than whether they use it. A development plan for…
-
How should we budget AI coding tools per developer and justify the spend to finance?
Split the fixed seat from metered usage, size the usage line from your own spread of developers, count review and rework, and agree with…
-
Leadership expects big gains from AI coding: how do I set realistic expectations and report honestly?
Answer a leadership AI productivity target with a measurement plan: what the figure means and where it came from, a baseline from your own…
-
When AI-written code passes review and then breaks production, who is accountable?
The author owns the change, the reviewer owns their agreed scope and the team owns the checks. How to write that rule down, keep…
-
How do we introduce AI coding agents to a mixed-experience team, and know it is working?
Treat the rollout as a workflow change: write the workflow down, pair senior and junior engineers on real backlog work, and agree a baseline,…