Agentic Products & Platforms Proprietary systems and open infrastructure for production observability and governance.

Autonomous synthetic scouts for external observability and black-box state machine reconstruction in production. Detects scope drift, token drain, guardrail false positives, compliance breaches, and vector collapse on WhatsApp and the Web without source-code access.

• • Deterministic Orchestration: Queen controller with a 3s homeostasis loop and shared SQLite WAL Honeycomb ledger.
• • Latency State-Machine Inference: Topological graph reconstruction measuring net P50, P95, and P99 turn latency.
• • Biometric Human Cadence: Autonomous LangGraph field scouts with log-normal reading delays and organic typing presence.

Single-probe black-box conversational agent topology mapper for WhatsApp & LangGraph. Executes a progressive 6-wave sequential probing protocol (W0→W5) to reverse-engineer hidden StateGraph state machines, net latency boundaries, and canary checkpointer persistence.

• • Single-Probe Protocol (N=1): Two-pass discovery and replay verification with /reset boundary isolation and anti-ban biometric jitter.
• • Subadditive Parallel Fan-Out: Mathematical latency proof separating concurrent LangGraph Send() fan-out from serial conditional routes.
• • Four Pure-Function Exporters: Deterministic generation of runnable LangGraph StateGraph Python skeletons, Mermaid flowcharts, JSON, and Markdown.

Open stigmergic coordination protocol (HACP-RFC-0001) for long-horizon autonomous agent swarms. Replaces quadratic natural language agent chatter with strongly-typed causal graph envelopes, dynamic capability handshakes, and pre-inference atomic idempotency locks on SQLite WAL.

• • Dynamic Capability Handshake: Mutual verification flow advertising active capabilities and issuing scoped lease tokens (hcgrant1).
• • Pre-Inference Atomic Idempotency: Deterministic SHA-256 scope locking in SQLite WAL plus two-phase transport and semantic graph verification.
• • Multi-Day Resume & Formal Teardown: Signed continuation tokens (hcrt1) for multi-day pauses and mandatory queue deallocation on session teardown.

Zero-daemon biomimetic indirect coordination and collective immune memory for multi-agent fleets. Guides worker routing via continuous lazy exponential pheromone decay and ACO Boltzmann softmax while isolating payload-specific crashes and blocking Sybil false trips over SQLite WAL and Redis Lua.

• • Continuous Lazy Pheromone Decay: Closed-form exponential evaporation on read/write with zero background threads or sweepers.
• • K-Origin Anti-Sybil Immune Quorum: Three-state quarantine gate requiring K distinct worker origins, achieving 0% Sybil false trips and 89.2% fewer failed calls.
• • Structural Antigens & TrailReceipts: 64-bit PII-free payload schema hashes, synchronous ValidationOracles, and HMAC-SHA256 delayed confirmation receipts.

Deterministic homeostasis, thermal governance, and resource protection runtime for autonomous AI swarms. Guarantees sub-5-second hot standby failover, discrete thermal hysteresis, 3-tier proxy affinity verification, and sliding-window circuit breaking over hexagonal ports.

• • Sub-5s Hot Standby Failover: Priority-ordered promotion of warm STANDBY_READY Scouts before cold provisioning to eliminate mission stalls.
• • Bounded Thermal Hysteresis: Piecewise-clamped [0.0, 1.0] heat score with discrete friction deltas and a 0.35..0.78 deadband against state thrashing.
• • 3-Tier Network Guard & Circuit Breaker: 1:1 proxy binding with /24 + ASN DHCP tolerance and a 5-failure/600s resource breaker that halts provisioning storms.