Autonomous systems, engineered for the real world.

Field-tested doctrine. Calm operator tools. Privacy-first publishing.

Proof of Work

Flight Footage

Raw field recordings demonstrating system behavior under real conditions.

System Logs

Telemetry data and blackbox analysis from test flights.

Test Methodology

Documented procedures for repeatable verification.

Principles

Safety lives in the system

Failsafes, geofence, EKF degradation handling — not operator heroics.

Human factors first

Pilot stress management, minimal first-flight OSD, cognitive load awareness.

Non-intrusive adoption

Respect maintainers, don't disturb upstream, work within ecosystems.

Open tools for learning

ESP32 tabletop telemetry, well-documented builds, accessible knowledge.

Privacy by design

No faces or names, no sensitive operational details, minimal exposure.

Repeatability over theater

A demo is not a test. Document what can be reproduced.

Respect maintainers. Human factors first. Verify, don't assume.