Productivity

Scripts nobody maintains, CLIs with no docs, dashboards with no owners. Internal tooling kills DevEx silently — because it's nobody's job to fix it.

Most teams treat local setup as an afterthought. Cold start time over 10 minutes is a retention killer for new hires and a daily tax on everyone else.

Engineers spend hours getting secrets to work locally. Every out-of-date .env.example is lost velocity. Secrets aren't just a security concern — they're a developer experience bottleneck.

Anthropic's 2026 Agentic Coding Trends Report shows devs use AI in 60% of their work but fully delegate only 0–20% of tasks. Here's the exact playbook to close that gap with Claude Code Agent Teams.

Faros AI tracked 22,000 developers and found individual AI gains evaporate at the org level. PR merge times are down 20%. Incidents are up 23.5%. Here is the mechanism — and what actually fixes it.

PR turnaround time is the most undervalued engineering metric. Here's how to cut it from days to hours without sacrificing quality.

Bad commit messages don't waste seconds. They waste hours, weeks later, when you're debugging an incident at 2am.

Every 100 lines of diff doubles the time to merge. Here's why, and what to do about it.