Ahmed Maamoun • Systems Architect
The Forge is more than just a task runner. It's a central nervous system for complex software delivery. I engineered this platform to bridge the gap between raw scripts and executable, monitored workflows.
| Orchestration Dashboard | Activity Telemetry |
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- Orchestration Engine: Design multi-stage pipelines with visual feedback.
- Real-Time Telemetry: Stream logs and performance metrics via high-speed WebSockets.
- Resource Tracking: Granular monitoring of CPU, Memory, and execution costs.
- Secret Management: Built-in vault for secure API and CI/CD integrations.
When you're running automated tasks across multiple servers, the biggest risk is Network Partitioning (the task runs twice because the server "lost" the first confirmation).
My solution: I developed a custom Idempotency Layer using Redis and PostgreSQL. Every task execution is wrapped in a transactional block with a unique "Execution ID". If a worker retries a task, the layer checks the global state and instantly resumes or skips the task based on its last known atomic status. This ensures that no matter how many times a system fails, the final state is always correct.
- Core: Next.js (Frontend) & Node.js (Controller)
- Workers: Python for heavy-lift automation tasks
- State: PostgreSQL (Persistence) & Redis (Real-time Pub/Sub)
Ahmed Maamoun GitHub | LinkedIn
Orchestrating the future, one node at a time.