Measuring what AI-assisted engineering actually delivers — session analytics, delivery flow and the methodology behind them.https://www.guidemode.dev/en-gbhttps://www.guidemode.dev/blog/github-copilot-cli-support/https://www.guidemode.dev/blog/github-copilot-cli-support/GitHub Copilot CLI joins Claude Code and OpenAI Codex. One command hooks it, and every Copilot session gets the same session metrics and AI analysis as the rest.Fri, 02 Oct 2026 00:00:00 GMTAI SessionsGitHub CopilotProduct UpdateGuideMode Teamhttps://www.guidemode.dev/blog/ai-coding-session-trackers-compared/https://www.guidemode.dev/blog/ai-coding-session-trackers-compared/Menu-bar trackers like SessionWatcher answer 'what did today cost me and am I about to hit a limit'. They answer it well. Here is where that question stops being the one you need, and what a team-level view measures instead.Mon, 21 Sep 2026 00:00:00 GMTAI Session TrackingAI AnalyticsDeveloper ToolsAI ProductivityGuideMode Teamhttps://www.guidemode.dev/blog/measuring-developer-experience-ai-era/https://www.guidemode.dev/blog/measuring-developer-experience-ai-era/DORA and SPACE were designed for teams where a person typed every line. Three of SPACE's five dimensions survive that assumption breaking. One of them stops being weak and starts being actively misleading.Mon, 21 Sep 2026 00:00:00 GMTDeveloper ExperienceSPACE FrameworkEngineering MetricsDORA MetricsAI ProductivityClifton Cunninghamhttps://www.guidemode.dev/blog/dora-metrics-analysis-complete-guide/https://www.guidemode.dev/blog/dora-metrics-analysis-complete-guide/DORA metrics revolutionized how we measure software delivery. But after a decade of research, we're learning they're just the tip of the iceberg. Here's what they measure, what they miss, and why modern engineering teams need more.Thu, 18 Dec 2025 00:00:00 GMTDORA MetricsEngineering AnalyticsDevOpsDeveloper ProductivityGuideMode Teamhttps://www.guidemode.dev/blog/code-review-bottlenecks-ai-era/https://www.guidemode.dev/blog/code-review-bottlenecks-ai-era/AI coding tools cut development time in half. But if reviews stack up, delivery doesn't get faster. Here's how to identify and fix the bottlenecks that neutralize your AI productivity gains.Wed, 10 Dec 2025 00:00:00 GMTCode ReviewAI ProductivityEngineering BottlenecksDeveloper ProductivityGuideMode Teamhttps://www.guidemode.dev/blog/implementing-space-framework/https://www.guidemode.dev/blog/implementing-space-framework/How to actually measure developer productivity using SPACE. Real implementation examples, common pitfalls, and lessons from teams who've done it.Wed, 03 Dec 2025 00:00:00 GMTSPACE FrameworkDeveloper ProductivitySurveysEngineering LeadershipProduct TeamsGuideMode Teamhttps://www.guidemode.dev/blog/qualitative-quantitative-complete-picture/https://www.guidemode.dev/blog/qualitative-quantitative-complete-picture/Hard metrics tell you what happened. Qualitative data tells you why. You need both—here's why most teams get this wrong.Wed, 19 Nov 2025 00:00:00 GMTMetricsSurveysDeveloper ExperienceSPACE FrameworkGuideMode Teamhttps://www.guidemode.dev/blog/developer-burnout-metrics-missing/https://www.guidemode.dev/blog/developer-burnout-metrics-missing/65% of engineers experienced burnout last year. Your DORA metrics look great. These two facts aren't contradictory—they reveal a dangerous blind spot in how we measure engineering performance.Wed, 12 Nov 2025 00:00:00 GMTDeveloper BurnoutEngineering MetricsDeveloper ExperienceTeam HealthGuideMode Teamhttps://www.guidemode.dev/blog/ai-productivity-beyond-adoption/https://www.guidemode.dev/blog/ai-productivity-beyond-adoption/Other platforms track whether developers use AI tools. We track whether AI actually makes them more productive. Here's the difference—and why it matters.Wed, 05 Nov 2025 00:00:00 GMTAIProductivityMetricsAI AnalyticsGuideMode Teamhttps://www.guidemode.dev/blog/engineering-kpis-that-matter/https://www.guidemode.dev/blog/engineering-kpis-that-matter/Most engineering KPI lists focus only on output. Here's a curated set that includes discovery, developer experience, and team health—because shipping fast means nothing if you're shipping the wrong things.Tue, 28 Oct 2025 00:00:00 GMTEngineering KPIsDeveloper ProductivityEngineering MetricsTeam PerformanceGuideMode Teamhttps://www.guidemode.dev/blog/the-discovery-gap/https://www.guidemode.dev/blog/the-discovery-gap/Traditional DX platforms measure how fast you ship. But they completely miss whether you're shipping the right things. Here's what they're missing—and why it matters.Wed, 22 Oct 2025 00:00:00 GMTDiscoveryDX PlatformsResearchProduct DevelopmentGuideMode Teamhttps://www.guidemode.dev/blog/introducing-dx-squared/https://www.guidemode.dev/blog/introducing-dx-squared/Most DX platforms only measure delivery. Here's why that's a problem—and how measuring both Discovery and Delivery gives you the complete picture.Wed, 08 Oct 2025 00:00:00 GMTDX²DiscoveryDeliveryDeveloper ExperienceGuideMode Team