Multi-agent orchestration with 5 topologies, consensus voting, GOAP planning, federation, and self-healing. Assign models per agent, benchmark performance, configure fallback chains. Supports Claude, GPT-4o, Gemini, and Ollama.

Autonomous multi-step code generation: plan, scaffold, implement, test, review, PR. Multi-model routing per stage, self-repair on failure, human review gates before merge.

Drag-and-drop DAG editor for GOAP plans and automation workflows. Import/export execution plans, 8+ templates, conditional branching, loop nodes, human approval gates.

WebSocket live dashboard with shared cursors, agent output streaming, multiplayer presence, and live task queue. See your swarm work in real-time across your team.

Hybrid vector + BM25 search across 8 categories. Daily digests, timeline queries, consolidation. Agents build persistent knowledge that improves over time.

26-page Next.js dashboard with real-time WebSocket updates, swarm topology, model management, audit logs, and dark mode. All pages API-connected.

Database-backed telemetry with historical analytics, cost tracking, and exportable reports. Your data persists across restarts with stats, suggest, and recall.

CSRF protection, per-route rate limiting, CSP headers, Zod validation, and strictNullChecks. Security score 9.0+/10 with enterprise-grade hardening.

Multi-provider seed generation supporting OpenAI, Anthropic, and Gemini. Intelligent project scaffolding with deep analysis and template matching.

11-subsystem agent lifecycle management with sessions, state store, hook engine, context modes, orchestration planning, audit scoring, and continuous learning.

Technical and business domain experts covering database, security, frontend, backend, API, DevOps, AI integration, fundraising, growth, sales, legal, marketing, and partnerships.

Production-ready skill patterns across 25+ categories including auth, payments, database, API, AI, testing, security, and performance.

Reusable component library with data tables, charts, forms, modals, toasts, and navigation. All built with Tailwind CSS and accessible by default.

CSRF protection, CSP headers, per-route rate limiting, Zod validation on all inputs. Pre-commit, pre-push, and pre-deploy quality gates catch issues before production.