May 13, 2026
Memory is retrieval strategy, not storage
Better AI memory does not come from storing more context. It comes from giving the system a disciplined way to reconstruct the right context at the right time.
Insights archive, page 4
May 12, 2026
Why Dubai product teams move fast and still miss quarter - the sprint velocity trap
Shipping fast does not guarantee strategic progress. Dubai product teams often miss quarterly goals when sprint output disconnects from the business outcome it was meant to move.
May 12, 2026
The memory problem
The first SR-SI lesson was not that AI needed more intelligence. It needed a better way to orient itself before it worked.
May 11, 2026
Your team already uses AI. It just doesn't know you yet.
AI adoption stalls when tools know the task but not the team. Orientation gives AI the product context, constraints, and decisions it needs to produce work that fits.
May 11, 2026
Why your AI context resets every sprint - and what a context architecture actually looks like
Generic AI output usually comes from missing orientation, not weak prompting. Context architecture gives teams a way to preserve decisions, constraints, and product logic across sessions.
May 8, 2026
Design-to-code Pipeline v2
A practical design-to-code pipeline that turns agency deliverables into deterministic AI build rules, reusable component logic, and production-ready implementation assets.