Technical, developer-facing deep dives on the vaas-x SDK, one per use case -- each grounded in a real, validated deployment, not a projection.
How Bootstrap gives fleets of industrial machines operational memory that catches multi-channel precursor patterns threshold alarms can't see -- validated on NASA CMAPSS FD001, zero configuration required.
How Bootstrap gives UAVs, robots, and autonomous vehicles operational memory that survives power cycles and disconnections -- validated live on £30 ESP32 microcontroller hardware, the same codebase used on an enterprise cluster.
How the vaas-x SDK gives AI agents outcome-grounded episodic memory across sessions -- validated in a live 35,000+ episode autonomous loop, not a benchmark demo.
How Bootstrap gives wearable sensor streams from any sport the same zero-configuration operational memory validated on industrial telemetry -- proven on real human-movement IMU data across 8 independent subjects, with an honest line drawn around what's not yet validated.
Three independent systems tested against the vaas-x SDK -- a quantum error-correction decoder, a lattice field theory Monte Carlo simulation, and a transverse-field Ising model -- with the honest result reported for all three, including where it fell short.
A simulated drone wired into the vaas-x ingest/query/outcome loop in real time -- plus a controlled ablation that found a genuine, reproducible limitation in how memory competed for the decision, and why.
How outcome-grounded memory let one agent session recover a confirmed fix from a completely different session's history on live production infrastructure -- then held up again at 3,586-episode independent scale with a statistically significant result.
The first real, trained checkpoint for VAAS-X's OIE IMU embedding encoder -- validated on human subjects held out of training, deployed to production, and streamed end to end against the live Bootstrap API, with an honest per-activity breakdown of where it's strong and weak.
The first real run of VAAS-X's vision encoder -- a frozen, untrained image embedding separating real defects from normal parts across three industrial domains, plus a real round trip through the live Artificial Cognition API on production.
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