Prepare QC 4.1 Light for a real public release.
NOW · JULY 2026
Current work, without the founder theater.
This page changes when the work changes. No inflated roadmap, no fake momentum.
OPERATOR KNOWLEDGE→AI SYSTEM→PROOF
Turn production decisions into inspectable AI-system receipts.
Use X, GitHub and tutorials as proof surfaces, not content theater.
Track installs, qualified conversations and paid work. Not impressions alone.