A pattern, not a box
txing is an architecture pattern and implementation for field devices that must stay reachable without keeping the expensive system awake.
No work, no cost
Always-on systems spend battery, bandwidth, compute, and cloud runtime while idle. txing keeps cost close to zero until real work appears.
Wake on intent
A cheap watch layer accepts small commands and reports minimal state. It wakes the action layer only for networking, control, AI, video, or motion.
Concept
Cold until the work is worth it
txing keeps the quiet path cheap: minimal power, sparse links, and a reachable device state. When the call arrives, the system wakes stronger compute, networking, and motion only for the active job.
Industry standards
Sparkplug state, AWS discipline
Device telemetry follows Sparkplug lifecycle ideas so birth, death, metrics, and command intent stay explicit. AWS IoT, shadows, least-privilege policies, and repeatable deployment keep the cloud side predictable.
Military readiness
REDCON as a global operating language
REDCON gives every node the same readiness vocabulary, whether it is parked, listening, staged, or fully active. Operators can read global mission posture without inspecting every subsystem.
Software stack
Go, C++, and deployment mechanics
Go handles reliable services and tooling, C++ covers native performance where it matters, and DevOps automation keeps builds, packaging, and rollout repeatable as the system grows.
Distributed AI
Future AI only when demand is real
The roadmap is on-demand intelligence: keep devices cold by default, wake local or cloud AI only for high-value decisions, and route inference where power, latency, and context make sense.
Full-stack coverage
From MCU hardware to serverless cloud
The same architecture spans device firmware, board-side runtime, rig services, web tools, and serverless AWS components. That keeps product behavior connected from the physical edge to cloud operations.