Insights

Technical notes on engineering controls, evaluation discipline, operational records, and software delivery under review.

Evaluation Harnesses for AI and LLM Systems

Deterministic test surfaces, regression suites, and provenance for language-model and AI components that need to ship under review.

Operator Dashboards and Control Planes

Read paths, write paths, recovery controls, and audit for systems that need to keep running across operator turnover.

Reproducible Pipelines for Research and Development

Run identity, lineage, artifact promotion, and cross-run analysis for R&D software under review.

Training Infrastructure for Autonomous Flight Control

Structure for training and validating learned flight-control policies, from simulation through evaluation gates to hardware handoff.

Operational Records for Long-Running Experiments

Queueing, placement, tracing, and recovery for unattended GPU work across local and remote compute.