Engineering Dossiers. Four research tracks documenting Vantio's technical architecture across the AI governance market — from enterprise kernel containment for F500 CISOs to developer-grade observability primitives.
A post-mortem on why semantic NLP firewalls fail against autonomous agents — infinite semantic evasion, latency attack surfaces, and why physics-based syscall interception is the only verifiable containment boundary.
How deterministic enforcement collapse points at the kernel boundary reduce multi-agent probability space to a single cryptographically committed outcome, eliminating governance ambiguity.
The Vantio Anomaly Record schema — a Groth16 zk-SNARK proof committed to a TrueTime-stamped Google Cloud Spanner ledger — and its direct mapping to GDPR Article 30, SOC 2 CC7.2, and SEC Cybersecurity Disclosure requirements.
Static API keys in autonomous agent deployments are the dominant supply-chain attack vector. Architecture for WIF/OIDC short-lived token issuance and Sigstore keyless signing as the replacement primitive.
How the Tier 01 SDK's 2-line explicit opt-in interceptor pipes execution context to the Oracle Trace Plane for Datadog-tier visualization of LangChain, CrewAI, and AutoGPT execution graphs. Available on NPM and PyPI.
PEP-668 and OS-level package manager restrictions create dependency isolation failure in agent deployments. Architecture for deterministic Python environment isolation without bypassing system security policies.