I Built an AI Agent That Thinks in Notion (And Can Give His Brain a Makeover)

It appears that the provided code snippets and descriptions outline how OpenFiend, a local AI assistant, integrates with Notion for task management, decision-making processes, and real-time updates. Here's a breakdown of each component:

1. Decision Poller (10s)

• Functionality: This poller checks every 10 seconds to see if any decisions in the "pending_approval" state have been updated by an authorized user.
• Process:
  • Reads all pending decisions from Notion.
  • Compares current and previous statuses of each decision.
  • If a decision transitions from "pending_approval" to either "approved" or "rejected", it triggers actions such as resolving permission promises, logging the event, and broadcasting updates to clients.

2. Task Poller (60s, Dynamic)

• Functionality: This poller checks every 60 seconds for pending tasks in Notion.
• Process:
  • Queries Notion for tasks with a "pending" status, sorted by priority.
  • Picks the highest-priority task and executes it.
  • Writes back the results of completed tasks to Notion.

3. Polling Pattern (vs Web

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