ExecOps + OpsMate

ExecOps: AI-powered internal operating system for SaaS founders.

OpsMate: AWS cost optimization extension with intelligent agents for cloud resource management.

Quick Start

# AI Service
cd ai-service
uv sync
uv run pytest tests/ -v
PYTHONPATH=src .venv/bin/activate && uvicorn ai_service.main:app --host 0.0.0.0 --port 8000

# Frontend
cd fullstack
pnpm install
pnpm dev

Architecture

Webhooks → AI Service (/process_event) → Vertical Agents
                                    ↓
                         ┌──────────┴──────────┐
                         ↓         ↓         ↓         ↓
                   Sentinel    Watchman   Hunter     Guard
                   (PR Comp)   (Staging)  (EBS)      (IAM)
                         ↓         ↓         ↓         ↓
                    [ActionProposal] → Inbox UI → Approve/Reject

Vertical Agents (OpsMate Extension)

Agent	Purpose	Triggers
Sentinel	PR compliance & deployment policy	GitHub PR events
Watchman	Night Watchman - auto-shutdown staging	Schedule (8PM) / inactivity
Hunter	Zombie Hunter - unattached EBS cleanup	On-demand / schedule
Guard	Access Guard - IAM revocation on departure	Slack/GitHub membership changes

OpsMate Features (Coming Soon)

Watchman (Night Watchman)

• Detects team offline (no commits, no active tickets)
• Auto-shutdown staging environments at night
• Saves ~60% on staging EC2 costs

Hunter (Zombie Hunter)

• Scans for unattached EBS volumes
• Identifies old snapshots (30+ days)
• Proposes cleanup with cost savings

Guard (Access Guard)

• Monitors Slack/GitHub org membership
• Detects departures with grace period
• Human-in-the-loop IAM access revocation

API

# Process event through vertical agent
curl -X POST http://localhost:8000/process_event \
  -H "Content-Type: application/json" \
  -d '{"event_type": "github.pr", "urgency": "medium"}'

# List pending proposals
curl http://localhost:8000/proposals?status=pending_approval

# Approve/Reject
curl -X POST http://localhost:8000/proposals/{id}/approve
curl -X POST http://localhost:8000/proposals/{id}/reject -d '{"reason": "..."}'

Tests

• 292 tests passing: uv run pytest ai-service/tests/ -v
• 3 skipped (Neo4j not available)

Tech Stack

• LangGraph for agent orchestration
• PostgreSQL + Prisma for persistence
• Redis + Celery for async tasks
• Neo4j for graph context
• Boto3 for AWS integration