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BulkText AI

2025
React
Node.js
Server-Side Events
LLM Integration
Template Engine
BulkText AI preview

BulkText AI emerged from the challenge of scaling mental structures into systematic prompts. After struggling with Thought Navigator's complexity, I needed a simpler solution for a common problem: turning scattered thoughts into structured outputs at scale.

The tool addresses scenarios like yearly team evaluations, where I need to transform poorly scribbled notes from deep-dive sessions into structured reports - and do it 10 times with consistency.

Currently on hold but nearing completion, BulkText AI uses React frontend with Node.js backend and server-side events for streaming results. I'm considering making it a paid application after more user testing.

Key features include:

  • Bulk prompting using lists and tables
  • Template-based prompt generation
  • Streaming results via server-side events
  • Consistent output formatting across multiple inputs
  • Transform unstructured notes into structured reports
  • Scale personal workflows to handle repetitive tasks

The tool bridges the gap between individual AI conversations and systematic content generation, making it practical for real-world workflows where you need to apply the same reasoning to multiple data points.