February 18, 2026
What if AI could learn to remember?
Memory isn’t storage — it’s reconstruction. SR-SI creates memory-like behavior by using a shallow index as an activation node that triggers architectural re-orientation.
Insights archive, page 21
February 18, 2026
SR-SI context savings scale progressively
SR-SI doesn’t just reduce AI re-orientation — it scales with repo complexity. Small repos save 10–20%. Large repos can reach 40–60% when governance stays tight.
February 17, 2026
AI can get you 90% of the way to a spec in seconds
AI-generated specs don’t just save time — they frame the problem. That first frame anchors your thinking, narrows the solution space, and can quietly outsource the highest-leverage part of design.
February 16, 2026
Spec-first is anxiety management
In unknown territory, comprehensive specs don’t reduce risk — they manufacture false certainty. Build small tests, document learning, and iterate with cheap context re-entry.
February 16, 2026
Differentiation is economic
Real differentiation isn’t branding or vibes. It’s widening the gap between willingness to pay and cost to deliver — and building leverage, not ornamentation.
February 16, 2026
I shipped a beta, almost production-grade PWA fast, less than a day
Speed with AI isn’t the hard part. Staying coherent is. Here’s the SR-SI workflow that prevents drift and makes fast builds stay structurally clean.