Engineering Intelligence, DORA metrics, AI Impact — our analyses and practical guides.
How DevPrism MCP integration eliminates context-switching by bringing platform insights where developers already work — their IDE. Less tab-juggling, faster incident response, better flow.
A framework for graduated AI autonomy in engineering teams — from passive dashboards to closed-loop optimization. Where does your organization stand?
GitHub says +55%. METR says −19%. DORA says "it depends on your organization." We read the serious studies on AI-assisted development — and explain why the only number that matters is your own.
A practical framework for measuring the true return on investment of AI coding assistants. License costs, time saved, productivity gains, and the metrics that actually matter.
Why the next generation of engineering intelligence platforms uses AI agents that investigate root causes — not just display metrics. The shift from passive dashboards to agentic analysis.
Replace 4-hour status report creation with automated AI digests that are always fresh, always consistent, and personalized per audience. The end of the Monday morning reporting grind.
Acceptance rate tells you adoption, not impact. Learn how to cross-correlate AI assistant usage with velocity, quality, and technical debt to measure what actually matters.
How to implement the SPACE framework with a blend of objective metrics and targeted surveys. Move beyond gut feelings to data-driven developer experience measurement.
A 6-dimension maturity model that replaces subjective assessments with objective metrics. Build a 30-60-90 day improvement plan grounded in data, not opinions.
Deployment Frequency, Lead Time, Change Failure Rate, MTTR: implement the 4 DORA metrics with real data and avoid common pitfalls.
Beyond the marketing: how to objectively measure Copilot's impact on your team. Acceptance rate, throughput, quality — the metrics that matter.
Detailed analysis of Engineering Intelligence platforms: positioning, pricing, features, AI agents. Which tool fits your context?
Why we built DevPrism — a platform that doesn't just display metrics, but understands the Why and acts automatically.