Software and AI product developer building reliable agent systems, developer tools, and reproducible data products.
Founder of Eversko. I work primarily in TypeScript, Rust, Python, and React—turning real failure reports into exact reproductions, minimal patches, and regression tests.
- Shipped: Five attributed improvements in DeepSeek Harness Desktop v0.9.0, covering persistent zoom, pnpm discovery and repair, operation serialization, and native macOS clipboard handling.
- Merged: 14 authored fixes across 10 independently maintained DSH ecosystem repositories. The verified contribution record links every primary receipt.
- Integrated: Guarded HCL was pinned into merged asm-spec PR #14; my exact-head review found an artifact-kind binding gap that was fixed before merge.
- Independently validated: A current-alpha parent-scope subagent teardown reference was confirmed at source by an independent reviewer and the discussion author. It remains a tested reference—not an upstream merge.
| Project | Purpose |
|---|---|
| Guarded HCL | Pre-activation gates that reject agent updates which regress retained capability, validity, or cost. |
| Guarded Live Voice | Safety-first realtime voice foundations with exact session binding and proposal-only authority. In development. |
| What in the Tax? | Ontario property-tax explorer built from hash-locked official filings and reproducible pipelines. |
| Abode to Web | Windows-first, health-gated Git release tooling for a single-machine workflow. |
Evidence over claims: exact source baselines, causal negative controls, deterministic tests, and status labels that distinguish shipped work, open review, downstream adoption, and reference implementations.
Currently focused on DeepSeek Harness Desktop reliability and safety-first voice tooling.



