AI Engineering • Local AI • Systems • Automation

           

 

My current flagship project is Angel AI Harness — a local-first AI engineering platform focused on building AI systems that remain understandable, testable, recoverable, and under user control.

Evidence-Backed Reasoning
Reasoning workflows designed around evidence, verification, and traceability.

Context Integrity
Protecting conversation and task context from unrelated or incorrect state.

Persistent Local State
Local persistence designed around maintaining useful system and conversation state.

Controlled Execution
Tools and system actions remain explicit and controllable rather than hidden.

Windows & Linux
Designed around practical local deployment rather than requiring a cloud-only environment.

Testing & Validation
Building verification into the development process instead of treating it as an afterthought.