Category: Digital Strategy and Transformation
Serar Serar
Head of Product & Delivery
The hidden cost slowing AI delivery is how long it takes to trust a change is safe to ship. Here is what evaluation debt looks like and how teams build evaluation into infrastructure.
Serar Serar
Head of Product & Delivery
Feature roadmaps assume the technical ground stays still. For AI products the model keeps improving underneath you, so your roadmap needs a capability layer as well as a feature layer.
Gimyong
Lead Software Engineer
A working agentic development workflow that turns Jira tickets into reviewed pull requests, using Cursor agents for the boilerplate while a human approves every plan.
Serar Serar
Head of Product & Delivery
AI productivity metrics measure throughput, so they keep rising even when decision quality on hard cases is sliding. Here is what to track instead.
Serar Serar
Head of Product & Delivery
Why the build vs buy AI decision is usually framed wrong, and the three ownership questions to ask before approving an internal build.
Syafiq Sarif
Lead Engineering Consultant
A senior engineer's guide to working with AI coding assistants: setting guardrails, writing tests first, and catching the pitfalls in review.