February 26, 2026
Your activity metrics are up. Revenue is flat. What's wrong?
Activity metrics measure usage, not effectiveness. If you want revenue, track workflow efficiency metrics that predict retention and value.
Insights archive, page 18
February 25, 2026
How I maintain coherence across 66,000 lines of code without losing the thread
Most AI-augmented development workflows break when they crash into the context wall.
February 24, 2026
The problem with AI isn't intelligence. It's orientation.
Every team I talk to has the same complaint: the outputs are generic. The AI sounds confident but misses what matters. Heavy editing required. Back to square one.
February 23, 2026
I accidentally fixed AI forgetting without embeddings, fine-tuning, or a database
SR-SI fixes long-running AI context decay using a shallow index and a protocol—no embeddings, databases, or fine-tuning required.
February 23, 2026
RAG gives AI a library. SR-SI gives it something closer to a memory
RAG is human-curated retrieval. SR-SI is self-curated reconstruction. That shift is subtle in mechanics, but huge in implications for long-running AI work.
February 23, 2026
The AI isn't an oracle, it's a collaborator
Oracle AI generates synthetic certainty from zero context. Embedded AI collaborates with lived project memory, maintaining continuity across sessions and building from real constraints.