Refining this portfolio

Turning the public site into a faster recruiter scan with stronger project evidence, cleaner mobile hierarchy, and direct contact paths.

Reliability research for automated systems

Testing automation with explicit stop conditions, verification evidence, and failure paths that remain understandable to an operator.

Multi-agent CLI workflows

Designing parallel agent patterns with clear ownership, collision avoidance, and evidence-based completion checks across Claude Code CLI and Codex CLI.

Compute-critical Rust

Using Rust for API services, CLI tooling, and integration boundaries where explicit types and predictable failure behavior matter.

Working notes

This is a current work snapshot, not a second resume. It answers one question: what am I actively building and learning now?

Evolving the portfolio. The current pass focuses on fast comprehension, concrete evidence, mobile rhythm, and project pages that explain engineering judgment.

Testing reliable automation. The focus lately has been correctness: clear stop conditions, evidence checks, and failure paths that are useful to an operator rather than merely looking safe in a diagram.

Sharpening agent patterns. The recurring risks are mismatched writer and reader assumptions, premature completion signals, and safety gates that never receive real inputs. I am turning those lessons into reusable workflows.