Software Engineering

When AI agents help build a large system, conversation history cannot be the project’s memory. Sessions end. Context gets compacted. Agents change. A decision made in one conversation can disappear…

Slack, Microsoft Teams and Notion can all produce work items for TimeSense, but they should not be modeled identically. Slack and Teams contain noisy message streams. An LLM has to determine whether…

One thing leading technical work taught me is that strong engineering is never just about individual output. Over the years, I’ve had the chance to lead, interview, help hire, and initially train…

Previously, in my career, I worked on embedded systems where I wrote and tested code for Avionics IO devices associated with aircraft platforms like the C-130 and C-27. That kind of work leaves a…