Dispatch

AI-powered DevOps incident triage assistant. When a GitHub Actions workflow fails or a CloudWatch alarm fires, Dispatch receives the webhook, invokes Claude with real investigation tools, and produces a structured triage summary posted to Slack, GitHub, or S3.

Stack

• Anthropic SDK (Claude) LLM reasoning and tool calling
• FastAPI webhook receiver
• AWS Lambda + API Gateway serverless deployment
• Docker + ECR containerized Lambda
• AWS CloudWatch, ECS, EC2 investigation tools
• FastMCP conversational access via Claude Desktop
• Terraform all infrastructure as code

Phases

1. Tool calling from scratch raw Anthropic SDK loop
2. Webhook receiver FastAPI + Lambda + signature validation
3. Tool suite CloudWatch, GitHub API, ECS/EC2
4. MCP server FastMCP + Claude Desktop
5. Deploy + IaC Terraform, ECR, Secrets Manager, IAM

Local Development

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
cp .env.example .env  # add your ANTHROPIC_API_KEY
python src/tool_loop.py

Security

API keys are stored in AWS Secrets Manager in production. Never commit .env.