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CodeScene2025-09-22https://codescene.com/blog/bumpy-road-code-complexity-in-context/https://codescene.com/hubfs/Nested%20conditional%20logic%20puts%20a%20heavy%20tax%20on%20our%20working%20memory%20(example%20from%20React)..svgNested conditional logic puts a heavy tax on our working memory (example from React).Nested conditional logic puts a heavy tax on our working memory (example from React).https://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/The%20CodeScene%20tool%20auto-detects%20the%20Bumpy%20Road%20code%20smell%20(example%20from%20React).-3.svgThe CodeScene tool auto-detects the Bumpy Road code smell (example from React).-3The CodeScene tool auto-detects the Bumpy Road code smell (example from React).-3https://codescene.com/hubfs/The%20Bumpy%20Road%20code%20smell%20is%20a%20function%20that%20contains%20multiple%20logical%20chunks%20of%20logic%2c%20driving%20the%20real%20code%20complexity%20(example%20from%20React)..svgThe Bumpy Road code smell is a function that contains multiple logical chunks of logic, driving the real code complexity (example from React).The Bumpy Road code smell is a function that contains multiple logical chunks of logic, driving the real code complexity (example from React).https://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/Adam%20Tornhill%20Founder%20and%20CTO%20CodeScene.svgAdam Tornhill Founder and CTO CodeSceneAdam Tornhill Founder and CTO CodeScenehttps://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 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cursorhttps://codescene.com/hubfs/token_waste_1200x600.pngtoken_waste_1200x600token_waste_1200x600https://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 (1)2025-01-29https://codescene.com/blog/architectural-analysis-simplified-and-growing-programming-language-supporthttps://codescene.com/hubfs/Adam%20Tornhill%20Founder%20and%20CTO%20CodeScene.svgAdam Tornhill Founder and CTO CodeSceneAdam Tornhill Founder and CTO CodeScenehttps://codescene.com/hubfs/blog-images/Architectural%20Analysis%20Simplified%20and%20growing%20Programming%20Language%20support/Let%20CodeScene%20auto-generate%20your%20architectural%20definitions%20so%20that%20you%20can%20analyse%20hotspots%2c%20coupling%2c%20and%20knowledge%20distribution%20on%20a%20system%20level..pngLet CodeScene 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and CTO CodeSceneAdam Tornhill Founder and CTO CodeScene2025-08-12https://codescene.com/blog/benchmarking-code-health-refactoring-roihttps://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/Development-activity-hotspots-curve.svgDevelopment-activity-hotspots-curveDevelopment-activity-hotspots-curvehttps://codescene.com/hubfs/Development-hotspots-in-a-codebase-1.svgDevelopment-hotspots-in-a-codebase-1Development-hotspots-in-a-codebase-1https://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 (1)https://codescene.com/hubfs/Code-Health-Score-surve-affecting-development-time-.svgCode-Health-Score-surve-affecting-development-time-Code-Health-Score-surve-affecting-development-time-https://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/From%20Tech%20Debt%20to%20Triumph%20241203.svgFrom Tech Debt to Triumph 241203From Tech Debt to Triumph 241203https://codescene.com/hubfs/Adam%20Tornhill%20Founder%20and%20CTO%20CodeScene.svgAdam Tornhill Founder and CTO CodeSceneAdam Tornhill Founder and CTO CodeScenehttps://codescene.com/hubfs/token_waste_1200x600.pngtoken_waste_1200x600token_waste_1200x600https://codescene.com/hubfs/Benchmarking-industries-code-health.svgBenchmarking-industries-code-healthBenchmarking-industries-code-healthhttps://codescene.com/hubfs/Code-Health-Score-affecting-development-time.svgCode-Health-Score-affecting-development-timeCode-Health-Score-affecting-development-time2025-09-29https://codescene.com/blog/manage-technical-debt-with-augmented-code-analysis/https://codescene.com/hubfs/biomarkers-with-notes.pngA table from CodeScene showing a list of code biomarkers that indicate specific properties of code.biomarkers-with-noteshttps://codescene.com/hubfs/refactoring-progress.pngrefactoring-progressrefactoring-progresshttps://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 (1)https://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/Featured%20image%20-%20Augumented%20code%20analysis.pngFeatured image - Augumented code analysisFeatured image - Augumented code analysishttps://codescene.com/hubfs/Adam%20Tornhill%20Founder%20and%20CTO%20CodeScene.svgAdam Tornhill Founder and CTO CodeSceneAdam Tornhill Founder and CTO CodeScenehttps://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/growing-hotspot-problem.pnggrowing-hotspot-problemgrowing-hotspot-problemhttps://codescene.com/hubfs/hotspot-no-problem.pnghotspot-no-problemhotspot-no-problemhttps://codescene.com/hubfs/add-refactoring-note-1.pngA visualization from CodeScene showing how to annotate hotspots by categorizing them and providing optional description to describe your 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Agents_1https://codescene.com/hubfs/Featured%20image%20-%20Change%20coupling_%20visualize%20the%20cost%20of%20change-1.pngFeatured image - Change coupling_ visualize the cost of change-1Featured image - Change coupling_ visualize the cost of change-1https://codescene.com/hubfs/The%20preceding%20figure%20shows%20a%20Model-View-Controller%20architecture%2c%20so%20the%20coupling%20is%20expected.pngThe preceding figure shows a Model-View-Controller architecture, so the coupling is expectedThe preceding figure shows a Model-View-Controller architecture, so the coupling is expectedhttps://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/token_waste_1200x600.pngtoken_waste_1200x600token_waste_1200x6002025-09-22https://codescene.com/on-premise-license-purchase-requesthttps://codescene.com/hubfs/New%20Website/Icons/LinkedIn.svgLinkedInLinkedInhttps://codescene.com/hubfs/New%20Website/Icons/YouTube.svgYouTubeYouTubehttps://codescene.com/hubfs/codescene-logo-dark.pngcodescene-logo-darkcodescene-logo-dark2024-10-16https://codescene.com/blog/measure-conways-law/https://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/Find%20team%20coordination%20bottlenecks%20based%20on%20code%20contributions_%20the%20redder%2c%20the%20more%20team%20coupling..svgFind team coordination bottlenecks based on code contributions_ the redder, the more team coupling.Find team coordination bottlenecks based on code contributions_ the redder, the more team coupling.https://codescene.com/hubfs/token_waste_1200x600.pngtoken_waste_1200x600token_waste_1200x600https://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 (1)https://codescene.com/hubfs/Featured%20image%20-%20Conways%20Law.pngFeatured image - Conways LawFeatured image - Conways Lawhttps://codescene.com/hubfs/Adam%20Tornhill%20Founder%20and%20CTO%20CodeScene.svgAdam Tornhill Founder and CTO CodeSceneAdam Tornhill Founder and CTO CodeScenehttps://codescene.com/hubfs/Visualize%20the%20primary%20team%20behind%20each%20component%20or%20microservice%20based%20on%20code%20contributions.-1.svgVisualize the primary team behind each component 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CodeScenehttps://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/Featured%20image%20-%20How%20to%20Automatically%20Fix%20Technical%20Debt%20using%20AI_-1.pngFeatured image - How to Automatically Fix Technical Debt using AI_-1Featured image - How to Automatically Fix Technical Debt using AI_-1https://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/token_waste_1200x600.pngtoken_waste_1200x600token_waste_1200x6002025-08-12https://codescene.com/blog/the-day-i-parsed-a-monsterhttps://codescene.com/hubfs/The%20file%20gc.cpp%20is%20so%20massive%20that%20GitHub%20cannot%20render%20it%20with%20syntax%20highlighting..pngThe file gc.cpp is so massive that GitHub cannot render it with syntax highlighting.The file gc.cpp is so massive that GitHub cannot render it with syntax highlighting.https://codescene.com/hubfs/token_waste_1200x600.pngtoken_waste_1200x600token_waste_1200x600https://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/Featured%20image%20-%20Parsed%20a%20monster.pngFeatured image - Parsed a monsterFeatured image - Parsed a monsterhttps://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 (1)https://codescene.com/hubfs/Adam%20Tornhill%20Founder%20and%20CTO%20CodeScene.svgAdam Tornhill Founder and CTO CodeSceneAdam Tornhill Founder and CTO CodeScenehttps://codescene.com/hubfs/A%20complexity%20trend%20on%20function%20level%20reveals%20that%20the%20Hotspot%20inside%20gc.cpp%20keeps%20accumulating%20complexity.-1.svgA graph showing the complexity trend on function level reveals that the Hotspot inside 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Software revolution pt1Featured image - Software revolution pt1https://codescene.com/hubfs/blog-images/Software%20revolution%20pt.3/Software%20revolution.pngSoftware revolutionSoftware revolutionhttps://codescene.com/hubfs/code-health-compass_featured_image_300x175.pngcode-health-compass_featured_image_300x175code-health-compass_featured_image_300x175https://codescene.com/hubfs/Markus_Borg_CS_2%20(1).pngMarkus_Borg_CS_2 (1)Markus_Borg_CS_2 (1)https://codescene.com/hubfs/Featured%20image_Deterministic%20PR%20Refactoring%20Agents_1.pngFeatured image_Deterministic PR Refactoring Agents_1Featured image_Deterministic PR Refactoring Agents_1https://codescene.com/hubfs/Trend%20illustrated%20over%20time..svgTrend illustrated over time.Trend illustrated over time.https://codescene.com/hubfs/Focus%20on%20the%20code%20that%20matters.svgFocus on the code that mattersFocus on the code that mattershttps://codescene.com/hubfs/The%20following%20illustration%20shows%20how%20this%20algorithm%20manages%20to%20narrow%20down%20the%20amount%20of%20Hotspots%20to%20a%20small%20part%20of%20the%20total%20code%20size%20when%20run%20on%20a%20number%20of%20open%20source%20projects..pngThe following illustration shows how this algorithm manages to narrow down the amount of Hotspots to a small part of the total code size when run on a number of open source projects.The following illustration shows how this algorithm manages to narrow down the amount of Hotspots to a small part of the total code size when run on a number of open source projects.https://codescene.com/hubfs/CodeScene%20for%20software%20analysis%20provides%20its%20Hotspot%20analysis%20as%20an%20interactive%20map%20that%20lets%20you%20explore%20your%20whole%20codebase%20interactively.%20In%20the%20following%20visualizations%2c%20each%20file%20is%20represented%20as%20a%20circle..pngCodeScene for software analysis provides its Hotspot analysis as an interactive map that lets you explore your whole codebase interactively. In the following visualizations, each file is represented as a circle.CodeScene for software analysis provides its Hotspot analysis as an interactive map that lets you explore your whole codebase interactively. 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