Prototype
AI Automation
AI Research Agent
A lab experiment for learning faster without drowning in tabs.
Mission Briefing
An agent workflow for collecting, ranking, summarizing, and turning research into useful outputs.
Problem
Research gets scattered across tabs, notes, links, and half-finished summaries.
Why I Built It
A lab experiment for learning faster without drowning in tabs.
System Architecture
Need
Idea
AI Agent
Tools
Automation
Output
Lesson
Tech Stack
RAGSearchLLMsStructured notesAutomation
Workflow
Need gets translated into a repeatable system, then tested until the output becomes useful enough to keep improving.
Key Features
- Source collection
- Summary synthesis
- Question answering
- Exportable notes
What I Learned
- Research needs source discipline
- Outputs should be reusable
- The agent needs a clear job
Next Iteration
- Sources processed placeholder
- Research hours saved placeholder