BleakAI
A visual platform for building AI workflows that keep humans in control. Create automated processes with AI tools while maintaining human oversight at critical decision points.
Role
Owner
Timeline
2025 - Present
Technologies
Python: LangGraph
Typescript: React, Assistant-ui
Platform: Web-based
The Problem
Generative AI lets computers create text, code, designs, and ideas. It's powerful, but integrating it into real products often feels complicated. Most AI systems run in isolation, without human oversight at critical decision points.
The Solution
BleakAI uses three simple parts that work together to let you build AI systems while staying in control.
LangGraph
This is the brain that runs everything. LangGraph creates a path that connects different AI tasks step by step. Think of it like a flowchart that decides what to do next based on what just happened.
What it does: Manages the whole process and keeps track of where you are
Tools
These are individual AI helpers that each do one job well. One tool might write text, another might analyze data, and another might create images. You can mix and match them based on what you need.
What they do: Handle specific AI tasks when LangGraph calls them
Assistant UI
This is the part you actually see and use. When the AI system needs your help to make a decision, the Assistant UI shows you what's happening and lets you choose what to do next.
What it does: Lets you review and guide the AI at important moments
How They Work Together
1. Start: LangGraph begins the process and picks the right tools to use
2. Work: The tools do their jobs and send back results
3. Check: When a decision is needed, the Assistant UI shows you what's happening
4. Decide: You review the work and choose what to do next
5. Continue: Based on your choice, LangGraph moves on with the next steps