In Progress
The Lab
Systems currently under development. Everything here is tracked from first commit to production deploy — progress bars are real, not marketing.
Active Projects
Two systems in active development. Progress is updated as milestones ship.
planning
SaxCoach
Real-time embouchure feedback via ML. Camera input analyzes jaw position, lip pressure, and airflow patterns — gives corrective cues in real time.
15%
building
Proactive Agent Engine v2
Next-gen voice routing with expanded intent classification. 50+ patterns, multi-language support, and adaptive confidence thresholds.
65%
Build Log
Recent activity across all lab projects. Every entry is pulled from the actual build pipeline.
adcg — build log
[02.08]lab:lab page deployed to production
[02.06]pae-v2:voice intent classifier v2 shipped to staging
[02.05]pae-v2:multi-language routing module — initial build
[02.04]saxcoach:initial architecture review complete
[02.02]pae-v2:adaptive confidence thresholds — unit tests passing
[01.29]pae-v2:approval routing module passed stress tests
[01.25]saxcoach:TensorFlow model selection — narrowed to 3 candidates
[01.22]pae-v2:gRPC service layer — prototype deployed
[01.18]saxcoach:project kickoff — scope and constraints defined
[01.15]pae-v2:v2 feature spec finalized — 12 new routing patterns
Roadmap
What's coming. Timelines are targets, not promises — we ship when it's right, not when the calendar says so.
Q1 '26
PAE v2 beta
Feature-complete beta with 50+ intent patterns and multi-language routing.
Q2 '26
PAE v2 launch
Production deployment with adaptive confidence and expanded approval workflows.
Q2 '26
SaxCoach prototype
Working prototype with basic embouchure detection and real-time feedback loop.
Q3 '26
SaxCoach beta
Multi-instrument support, practice session tracking, and progress analytics.
Q4 '26
New system TBD
Next system in the pipeline. Details classified until architecture review.
Got a weird idea that needs a system?
We're always looking for the next interesting problem. If you have something that doesn't have a playbook yet, we should talk.
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