Shaping mabl for agent-driven software development
I help lead mabl’s evolution from traditional test automation toward a product built for a world where more software is created and changed by agents.
Read case study →Krista Rose King
I spend my time figuring out what actually matters, what we should build, and how the pieces fit together across engineering, design, sales, success, support, and marketing.
Selected work
I help lead mabl’s evolution from traditional test automation toward a product built for a world where more software is created and changed by agents.
Read case study →I led mobile testing from early customer discovery through product definition, design, pricing inputs, launch planning, and release. It grew to roughly $1M in revenue in its first year.
Read case study →As agentic development increased shipping velocity and PM bandwidth stayed thin, I built connected systems for prioritizing customer issues, turning scattered signal into backlog decisions, and pushing what shipped back to customer-facing teams.
Read case study →Writing
Coding agents can move quickly, but speed does not answer the harder question: did the change actually do what it was supposed to do?
Read brain thoughts →When assumptions keep moving, the plan has to separate the outcomes that should stay stable from the bets that should be easy to change.
Read brain thoughts →More capable systems still need clear states, useful constraints, understandable recovery paths, and deliberate places for people to stay in control.
Read brain thoughts →Evolving an established product means making room for the new model without forcing existing customers to absorb all of the disruption at once.
Read brain thoughts →About
I started in civil engineering, moved through UX and quality engineering, and eventually landed in product. That path made me pretty systems-oriented: I like understanding how things work, finding the real problem underneath the obvious one, and working closely with technical teams.
Currently I’m at mabl, working on software quality, developer workflows, and what changes as more software gets built by agents. I care about good product judgment, strong engineering partnerships, and useful products without a lot of jargon.