Developer Productivity Metrics That Don't Feel Like Surveillance

Sun, 14 Dec 2025 13:40:01 +0530

Ever been asked that dreaded question: “How do we know the engineering team is being productive?” It sends a chill down your spine, doesn’t it? My mind immediately jumps to nightmares of stopwatches, keystroke counters, and managers celebrating the person who wrote the most lines of code.

I once worked on a project where a developer was lionized for committing thousands of lines of code in a single week. We celebrated his “output.” The problem? We spent the next two weeks debugging the bloated, overly complex mess he’d created. That experience drove home a critical lesson: measuring the wrong thing is worse than measuring nothing at all. It’s like judging a novel by its word count instead of its plot.

engineering metrics on Kuldeep Pisda

Developer Productivity Metrics That Don't Feel Like Surveillance