Start free ↗
Blog · topic

AI productivity

3 articles on AI productivity.

AllarchitectureAI toolsAI developmentcomparisonengineering leadershipproductivityreasoning outside AIreliabilityvibe codingAI agentsDORAAI productivitycode comprehensioncode reviewprocurementresearchscientific discoveryagent economicsAI strategyalternativesautonomous researchbenchmarkscostCTOgovernancehallucinationsleadershipno-coderequirementsriskstartupsAI contextAI costsAI promptingAI ROIAI verificationboard reportingbus factorchange impactcompliancecontext engineeringCopilotcross-functionalCursordata boundarydeveloper experiencedeveloper productivitydrug repurposingefficiencyengineering decisionsengineering economicsengineering metricsengineering practiceengineering riskevaluationGenAIhiringinstitutional knowledgeintegrationslegacy migrationliterature-based discoveryLLM efficiencyLLM tokensmarket analysisMCPmethodologyMETRmetricsneuro-symbolic AIon-premise AIonboardingorganisational costpricingregulated R&Dsecuritysemantic distancestrategyteamstechnical debttoken optimizationvendor evaluationvisual architecture
The 19% Problem: What a Controlled Trial Revealed About AI and Developers
August 25, 2026

The 19% Problem: What a Controlled Trial Revealed About AI and Developers

A randomised controlled trial found experienced developers were 19% slower with AI — while estimating they were 20% faster. The detail everyone skips explains why.

AI productivityMETRDORA
The Verification Tax Nobody Budgets For
August 23, 2026

The Verification Tax Nobody Budgets For

96% of developers do not fully trust AI-generated code to be functionally correct. Somebody has to check, that checking is work, and it appears on no invoice.

AI productivitycode reviewDORA
What to Measure When AI Writes the Code
August 19, 2026

What to Measure When AI Writes the Code

Most engineering dashboards were designed for a world where producing code was expensive. Six numbers that still mean something, and three things to stop reporting.

engineering metricsDORAAI productivity