Field notes from Texas classrooms and our engineering desk.
Short posts about what we are seeing in TIA portfolios, T-TESS evidence, HB 1605 compliance, and the systems that make SafeGuideEd work. Built in public with the districts piloting Spring 2026.
- Product
Whichever LMS your district uses, your Sunday night just got shorter
Google Classroom now joins Canvas and Schoology as a primary publish destination — and the lesson is the assignment, not a link to one.
May 19, 2026 · 5 min read - TIA
What Spring 2026 TIA submissions taught us about readiness
Three months in, the gap between districts that submit on time and districts that scramble comes down to two metrics nobody tracks.
May 15, 2026 · 7 min read - Engineering
Why our audit logs are append-only at the database level
A trigger-level guarantee beats application-level discipline every time — here is how we built planning_shield_logs to survive a developer accident.
Apr 29, 2026 · 5 min read - AI
Multi-provider AI fabric: who gets to call which model
Anthropic for reasoning, OpenAI for embeddings, Google for vision, Ideogram for diagrams — and a routing layer that picks based on the work, not the brand.
Apr 12, 2026 · 6 min read