Observability and a transparent, auditable agent graph for Massive Intelligence (IM) swarms: OpenTelemetry-compatible span tracing, incremental drift detection, failure attribution, loop detection, thirteen alert channels, and SHA-256-chained, Ed25519-signed trace logs. Zero dependencies, node-free core, TypeScript-first.

Open, local-first, provider-agnostic multi-agent orchestrator: compose frontier models as a coordinated team with Thinker/Worker/Verifier roles, cost budgets, and an auditable agent graph. Zero dependencies, node-free core, TypeScript-first.

Policy-governed autonomous security remediation: detects risk, scores impact, plans fixes, auto-executes low-risk actions, and escalates high-risk changes for human approval — with full audit trail. Demo with optional Claude-powered planning.

Go 原生通用图执行引擎 — 服务编排、工作流引擎、ETL 管道的轻量级库。零外部依赖，单二进制部署，嵌入即用。

Graph-based identity resolution and runtime authorization for enterprise AI agents — models users, agents, tools, connectors, workloads, scopes, policies, and data boundaries to make explainable allow/deny decisions on agent tool calls (NetworkX + FastAPI).

SRAO Stage 2-3: Agent capability graph construction. Decompose SRM into atomic task DAGs, map to 6 agent categories, output Agent Cards and capability graphs.