About ProductiveX AI The Spark Watching friends drown in email chaos and calendar conflicts inspired this AI-powered productivity orchestrator.
What I Built A Temporal.io-driven dashboard that orchestrates MCP agents to unify email, calendar, and task data into intelligent daily insights.
Key Learning MCP + Temporal = Magic. Model Context Protocol became our universal translator across productivity tools, while Temporal's durable execution handled unreliable APIs gracefully.
Biggest Challenge Orchestrating flaky email/calendar APIs required implementing saga patterns and exponential backoff - Temporal's retry logic saved the day.
Tech Stack React + Temporal.io + LangChain + MCP Agents + AWS bedrock LLM = Productivity Revolution
Built With
- amazon-web-services
- langchain
- mcp
- mongodb
- temporal
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