- 🧭 Turn a business problem into requirements, workflows, and software.
- 🏗️ Add document review, approval, and controlled export to an AI workflow.
- 💻 Check cloud network paths and make operational logs easier to review.
Start with Agent Runtime Contracts to inspect a code agent's returned values and observable actions. Use Retry Budget Lab to compare retry work, deadline misses and successful-request latency in a local simulation.
| Project | What to look for |
|---|---|
| Agent Runtime Contracts | Compare a fixed Python corpus against CPython and the smolagents interpreter, including callback traces. |
| Retry Budget Lab | Compare capped backoff and full jitter using completed requests, retries and successful-request latency. |
These are independent demonstration projects, with their own tests and limits. They are presented separately from upstream OSS contributions and client work; the examples do not establish customer deployments.
I recently reorganized these projects for public release. Their repository dates record publication work, rather than a timeline of my professional experience.
- Apache Arrow Go — PR #1385, merged October 20, 2026 (UTC). Fixed IPC writing of middle slices containing dense unions and validation of empty dense unions. Added regression tests for IPC roundtrips and the empty-array case; addressed maintainer feedback before merge.
- urllib3 — PR #5329, merged October 21, 2026 (UTC). Corrected the
HTTPHeaderDict.add(combine=True)documentation and example to show that a new value combines with the last existing value. This was a documentation-only change.