Automata-Stack-Lab

Live Now:https://automata-stack-lab.vercel.app Run it instantly — no setup needed. Free-tier hosted build by Kirov Dynamics.

AI Workflow Orchestration engine with DAG execution, task triage, pipeline automation, and automation metrics.

Features

• Pipeline Management — Create and manage CI/CD-style pipelines with configurable steps
• Pipeline Execution — Execute pipelines in sandbox environments with simulated step results
• Task Management — Create and track tasks with AI confidence scoring and priority levels
• AI Triage Agent — Event triage that classifies incoming events and recommends auto-resolve or human review
• Automation Metrics — Dashboard metrics for automation rate, success rate, and pipeline duration
• TypeScript Orchestrator — Experimental TypeScript workflow DAG engine (see src/)

Quick Start

cp .env.example .env
pip install -r requirements.txt
uvicorn api.main:app --reload --port 8000

Or with Docker:

docker build -t automata-stack-lab .
docker run -p 8000:8000 automata-stack-lab

API Endpoints

Method	Path	Description
GET	/	Service status
GET	/health	Health check
GET	/api/v1/pipelines	List all pipelines
POST	/api/v1/pipelines	Create a new pipeline
POST	/api/v1/pipelines/{id}/execute	Execute a pipeline
GET	/api/v1/executions	List recent executions
GET	/api/v1/tasks	List all tasks
POST	/api/v1/tasks	Create a new task
POST	/api/v1/triage	Triage an incoming event
GET	/api/v1/metrics	Automation dashboard metrics

Project Structure

Automata-Stack-Lab/
├── api/
│ └── main.py # FastAPI application with all routes
├── src/
│ └── orchestrator.ts # TypeScript workflow orchestrator (experimental)
├── tests/
│ └── test_main.py # Test suite
├── Dockerfile
├── .pre-commit-config.yaml
├── pyproject.toml
└── requirements.txt

Testing

pytest

Pre-commit

pip install pre-commit
pre-commit install

License

MIT License. See LICENSE for details.

---

© 2026 Kirov Dynamics Technology | Built by Koketso Raphasha (Raphasha27)

<<<<<<< Updated upstream

Contributors

Built and maintained by the Kirov Dynamics team:

• Raphasha27 — Project lead & maintainer
• KirovDynamicsTechnology — Kirov Dynamics (company group)
• DkMash — Teammate & co-developer
• LindiweMotaung — Collaborator

We build together — credit goes to the whole team, not one person.

Stashed changes