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Under Active Construction — Open Source Release in the Next Two Weeks

Links, documentation, screenshots, and feature details are changing quickly and may be incomplete or temporarily incorrect during this pre-release window.

Cruvero — The Production Control Plane for Agent Swarms

Workflow builder, incident triage engine, and DevOps/SRE ecosystem that turns raw agent swarms into a manageable, auditable workforce. Triages incidents faster than any human on-call and posts root-cause analysis straight into Slack or Teams.

Technical Stack

GolangReactDragonflyDBNATSTemporalPostgresQdrantONNX Runtime

Provider Agnostic

GoogleAzureAWSAnthropicOpenAIxAIOpenRouter

Production Quality Signals

  • 350k+ lines of production Go + React
  • 0.75% code duplication
  • Clean SAST/DAST results
  • 87% unit and integration test coverage
  • 100% Go doc coverage

What is Cruvero

Cruvero is a full operations ecosystem for agent execution, incident response, governance, and continuous delivery. This is not just a swarm orchestrator.

Multi-Agent Workflow Builder

Plan and run coordinated agent swarms with audit-first orchestration controls.

Incident Triage Engine

Real-time incident triage with auto root-cause and recommended remediation flow.

Provider-Agnostic Runtime

Route questions, approvals, and execution requests to the provider mix you trust.

Governance and Cost Control

Compliance checks, audit trails, policy gates, and cost visibility built into each run.

Knowledge and Fine-Tuning

Knowledge Bases plus personal model fine-tuning pipeline for domain-specific intelligence.

Self-Building Swarms

The platform is now using its own swarms to ship new Cruvero features internally.

Cruvero dashboard showing runs, operations, and agent activity
Runs, operations, and agent activity in one production control surface.
Cruvero flow builder and new run orchestration view
Flow builder and New Run orchestration for multi-agent prompts, previews, and launch controls.

Core Features

Multi-Agent Workflow Builder

Build and execute orchestrated workflows with delegate patterns and per-agent control.

Real-Time Incident Triage & Auto Root-Cause in Slack/Teams

Detect, triage, and deliver root-cause plus recommended fixes directly to response channels.

Full Agent Registry with Trust Scores & MCP Binding

UI-first registry with capability tags, trust scoring, readiness status, and MCP mapping.

Knowledge Bases + Personal Model Fine-Tuning Pipeline

Versioned context management with retrieval support and QLoRA fine-tuning workflow.

Cost Tracking, Compliance, Pre-Run Previews, Audit Trails

Pre-flight risk/compliance scoring and full decision visibility for production governance.

Self-hosted, 350k lines of clean Go + React

Production-first control plane architecture built for high-scale operations.

Core Capabilities

Knowledge Bases

  • Full CRUD with dedicated Create modal: Name, Description, Embedding Model, Vector Store, Vector Config JSON, Tags.
  • List view plus detail pane with live Save and Delete.
  • Versioned domain context for agents.

Agents

  • UI-first agent registry with no CLI requirement.
  • New Agent modal includes Name, multi-tag Capabilities, Planner, Description, Trust Score (0-100), Initial Version, and MCP binding.
  • Table includes Status, MCP badge, capabilities, trust score, delegations, and last active data with real-time refresh.

Runs & Multi-Agent Workflows

  • New Run modal supports viewport-safe max-w-6xl layout with internal scrolling.
  • Multi-agent launch patterns with Delegate and Agent Count controls.
  • Horizontal tabbed per-agent prompts and overrides, templates, launch presets, KB selection, and pre-run preview with risk/compliance scoring.
  • Validate and Start flow with audit trail.

Incident Triage Engine

  • Real-time incident triage faster than human on-call workflows.
  • Automatic root-cause analysis and recommended fixes posted into Slack or Microsoft Teams.

Additional Production Features

  • Tools, Prompts, Memory, Cost Tracking, and Flows.
  • Governance: Audit, Security, Immune, Quota, and PII controls.
  • Tenant Settings, User Management, Admin Health, Models, MCP Servers, and Tool Settings.
  • Personal model fine-tuning pipeline with data prep plus QLoRA on consumer GPUs.
  • Self-building swarms now shipping features inside Cruvero.

Technical Foundation

  • Dark-themed responsive React/TypeScript UI with shadcn components.
  • Go backend with clean API routes and handlers.
  • Full MCP gateway integration with production-grade observability, cost tracking, and compliance.

Hardened MCP Gateway Ecosystem

Product-grade MCP servers ship out of the box via the Cruvero MCP Gateway, with additional integrations already in the pipeline.

SonarQubeMendGitHubKubernetesAzureAWSTodoistOpenText OctaneFireHydrantRootlySOLRRedisPostgresArgoCDTemporalJenkins

Chatbots Across Response Channels

Slack, Telegram, and Microsoft Teams chatbots support approvals, operational questions, and requests routed to your preferred provider.

Mobile App Roadmap

Mobile app in development for Android and iOS.

This week the platform reached the point where its own agent swarms are building new features inside Cruvero itself.

Cruvero® and CruveroAI® are registered trademarks of Glacercrest Holdings LLC.

Built and maintained by Glacercrest Holdings LLC, a Wyoming company.

Code and platform ownership: Glacercrest Holdings LLC. Roy Gabriel is the founder and owner.

© 2026 Glacercrest Holdings LLC. All rights reserved.

GitHub · Founded by Roy Gabriel