Blog
Practical guidance on engineering productivity, delivery analytics, and leading teams in the AI age.
·Analytics · Productivity · Leadership
Engineering analytics that drive action (not vanity metrics)
A practical approach to measuring productivity using throughput, flow, and reliability, without incentivizing the wrong behaviors.
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·Code Review · Quality · AI
Code review signals that scale in AI-assisted development
As PR volume rises, review becomes the guardrail. Here’s how to measure review quality and speed without slowing teams down.
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·Pulse · Leadership · Developer Experience
Pulse surveys: from sentiment to action
How to run lightweight pulse snapshots (via Slack or Teams) that actually improve productivity and team health.
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·AI · Productivity · Metrics
Productivity in the age of AI: what to measure now
AI changes how work is produced. Here’s a modern measurement framework that stays aligned with outcomes, quality, and sustainable pace.
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·AI · Governance · Delivery
Governance for AI-assisted shipping (without slowing down)
A practical playbook for guardrails: review quality, deploy reliability, and healthy developer experience, measured at the org level.
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