A two-person team ships a working product in three weeks. Eighteen months later, that same team has fifteen engineers, four enterprise prospects in the pipeline, and nobody who can answer a basic question about which features trace back to a committed requirement. The product that moved fast now moves slowly, and every change introduces another […]
A systems engineer writes, “The system shall respond quickly.” Three months later, a test engineer finds no pass/fail threshold attached to that word. The hardware team had designed for 500 milliseconds, while the software team built to 50. That conflict surfaced during integration, where the fix cost far more than a single clarifying question. Ambiguous […]
A founding team building a diagnostic instrument with companion software shipped its first prototype on the back of a shared Google Doc, Excel sheet, and a Jira backlog. Eighteen months later, an auditor pulled a random requirement and asked them to walk the chain from the user need down to the test that verified it. […]
Agent-first software workflows can begin with an empty git repository and a team of coding agents. By shipment, application logic, tests, continuous integration (CI) configuration, documentation, and internal tooling may all come from agents. The shift moves engineering work to a different layer. The job now is to design the specs, constraints, tools, and feedback […]
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