CrewSync

AI-Powered Scrum for Azure DevOps

Not just agents. An entire engineering organization. Three agentic teams — SWE, Scrum Master, and Product Owner — working together autonomously. Triggered by a single webhook.

The Magic: One Webhook

The secret isn't just the agents — it's the custom webhook that orchestrates them. When a work item is created or updated in Azure DevOps, our webhook triggers all three agentic teams automatically. No manual intervention. No new tools. Just your existing Agile workflow.

Azure DevOps Work Item → Webhook (Alibaba Cloud VM) → CrewSync → ADO Comments + W&B Logs + Voice Status

Three Agentic Teams, One Organization

SWE Team

✅ Complete

The engineering crew that builds the actual software.

• Engineering Lead (Architecture)
• Backend Engineer (Python modules)
• Frontend Engineer (UI development)
• Test Engineer (Unit testing)

Scrum Master Team

✅ Complete

Facilitates process, tracks progress, removes blockers.

• Tracks sprint progress
• Posts real-time status to ADO
• ElevenLabs voice agent reads updates
• Identifies and escalates blockers

Coming Soon

Product Owner Team

🚧 In Development

Defines requirements, accepts stories, manages backlog autonomously.

• Refines backlog items
• Accepts or rejects completed work
• Closes the autonomous loop

ElevenLabs Voice Agent — Your AI Scrum Master

While CrewSync builds, the voice agent reads real-time status updates — which agent is working, costs incurred, and milestones achieved. It's like having a Scrum Master who never sleeps.

Reads aloud:

• "Engineering Lead started designing architecture..."
• "Backend Engineer generated code — cost $0.0045"
• "All tests passed. Total cost $0.04"

Try it now:

Click the voice agent icon at the bottom right of this page to ask about CrewSync or Agile 3.0.

From Backlog to Voice Status — The Complete Flow

Product Owner creates work item in Azure DevOps

Example: "Account management system for trading simulation"

Webhook triggers CrewSync — all three agentic teams activate

SWE Team builds. Scrum Master tracks. Product Owner (soon) validates.

Real-time comments posted to ADO — status, costs, milestones

Every agent posts updates. Full transparency inside your existing workflow.

Weights & Biases logs everything — traces, token usage, costs

Per-agent, per-LLM cost breakdown. Full observability.

ElevenLabs voice agent reads progress — audible Scrum Master

Hands-free status updates. Perfect for daily standups.

Working app deployed + cost report generated

Complete end-to-end automation. From idea to working software.

Technology Stack

CrewAIAzure DevOpsWeights & BiasesGPT-4oDeepSeekQwenGitHub ActionsPythonGradioElevenLabsAlibaba Cloud VM

Custom Webhook Server: Running on Alibaba Cloud VM, connects Azure DevOps → CrewAI → Weights & Biases → ElevenLabs.

💰 Full Cost Transparency

Every run includes a detailed cost breakdown posted directly to Azure DevOps:

✅ Work Completed Successfully

📅 2026-04-11 00:15:10 UTC
⏱️ Total time: 705.06s

💰 Cost Breakdown:

By Agent:
- Engineering Lead: qwen2.5-72b-instruct: $0.0025
- Backend Engineer: deepseek-chat: $0.0045
- Frontend Engineer: deepseek-chat: $0.0014
- Test Engineer: qwen2.5-14b-instruct: $0.0322

Total Cost: $0.0406

🔗 View Weave Trace: wandb.ai/...
🌐 View Application: http://47.76.81.44:7860

A complete trading account management system — built for less than a cup of coffee.

⚠️ Public Demo vs Full Integration

This public repository demonstrates the architecture and CrewAI agent setup. For security and commercial reasons, some integration logic (webhook listener, ADO event handling, cost tracking, production orchestration) has been stubbed out.

The full webhook → Azure DevOps → CrewAI → Weights & Biases → ElevenLabs integration is available exclusively through OptimOps.ai.

Ready to automate your Scrum team?

Let's discuss how CrewSync can transform your Azure DevOps workflow.