A technical publication series

Field Papers

  1. Machine-Speed Adversaries: Red-Team and Blue-Team Agent Swarms Agentic security operations Specialized defensive agents can counter adaptive attackers, but their advantage must outweigh coordination cost and risk. Incident commanderSpecialist agentsHuman authority
  2. Voice as the Orchestrator Layer Voice orchestration Voice works best as a delegation control plane while keyboard and screen remain the precision and review surfaces. Intent captureBounded delegationVisual verification
  3. Building the Discovery Layer for the Agentic Web Agentic resource discovery Agentic discovery can broaden the available options, but policy and protocol authority must narrow them before execution. Capability manifestsHybrid retrievalAuthorization boundary
  4. Keeping Knowledge Alive Knowledge operations Enterprise knowledge stays trustworthy when initial ingestion and continuous regeneration operate as one governed lifecycle. Progressive ingestionEvent regenerationHuman review
  5. Temporal Knowledge Graphs for Agentic Retrieval Agentic retrieval Time-aware retrieval should identify the valid knowledge object before an agent reaches for authoritative content. Temporal validityProvenanceSource authority