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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