A control-plane reference architecture for intent integrity, evaluation integrity, and contained execution in autonomous software teams. Mechanical enforcement via schemas, read-only test bundles, Git worktrees, and egress proxies.
Translating DoD COA execution roadmaps and NIST 800-207 into automated, telemetry-driven proof of delivery using Splunk and AWS-DFD-Visualizer.
A framework for logging generative AI internal states into Splunk to detect hallucination and out-of-bounds actions in real-time.
Characterizing noise regimes, stacked CMOS architectures, and optical metadata leakage to design physical-layer privacy appliances.
A fail-closed transaction architecture that mechanically couples policy evaluation with immutable ledger commitment before any tool call executes. Designed to eliminate race conditions in multi-agent environments.
A physical-layer hardware metadata scrubber specification derived from optical sensor characterization research. Focuses on data-diode ingress isolation and sovereign metadata masking.
External research reference engine for academic preprints and multi-agent systems literature.