I build agentic systems that use computer vision to automate UI testing and code generation.

• Autonomous QA: Write tests in Gherkin, computer vision handles execution and bug filing
• Development Automation: Autonomous code changes with visual evidence trails
• Failure Analysis: Computer vision detects regressions, agents file bugs automatically

Technical Writing

• What is an Agentic Workflow?
• Why LLMs Fail at Business Logic
• Isomorphism of Intent
• Intent Extraction Loop
• State Invariance Verification
• Cross-Surface Consistency

Background

15+ years building scalable systems. HPC background. Frontend specialist. L6 at Amazon.