How I Accidentally Built a Self-Healing AI Agent
From a simple Playwright script to an autonomous workflow intelligence system.
Can I build a smart, self-healing bot that works across every web application without writing scripts for each one? That question changed everything.
The Obsession Begins
The Turning Point
The Turning Point
"Humans don't think in selectors.
Humans think in workflows."
That realization became the turning point of the entire project. I wanted one file: `smart-bot.py`. Instead, I accidentally built a monster.
WATCH INTENTIQ IN ACTION
"Three short demonstrations that explain IntentIQ better than a thousand lines of code."
Teach IntentIQ Once
Human demonstrations become machine memory.
Watch IntentIQ learn a new application's workflow and convert human actions into reusable blueprints.
Watch IntentIQ Think
OpenAI thinks. Playwright executes.
Observe IntentIQ receive a mission, reason about the task, execute it in a browser, and generate results.
Judge Engine
Execution without evaluation is just automation.
IntentIQ evaluates the final output using AI, assigns a quality score, and generates actionable feedback.
Final Thoughts
Initial Goal
Build a smart bot.
The Reality
Somewhere along the way, I accidentally built:
The Lesson
Software is easy.
Teaching software to survive in constantly changing environments is hard.
The Truth
"I didn't build a QA tool.
I built an AI agent that learns how applications work."
...What the hell have I built?