How Software Developers Fail

Software developers fail in two ways: building the thing wrong (technical execution flaws like bugs, security issues, poor architecture) or building the wrong thing (correct execution of the wrong problem). AI coding agents like Copilot, Cursor, and Claude Code amplify both failure modes dramatically. They can generate buggy code at scale and execute on vague or misaligned specifications with speed and confidence, compounding waste far faster than human teams. The solution isn't to avoid agents but to invest more heavily in clear requirements, automated quality gates, frequent human review, stakeholder feedback loops, and outcome-based measurement rather than output-based measurement.