Batch 25

Author: MrHinsh

site/content/resources/blog/2014/2014-12-04-create-standard-environment-release-management-azure/data.index.classifications.json

@@ -508,11 +508,14 @@
   },
   "Operational Practices": {
     "category": "Operational Practices",
-    "calculated_at": "2025-02-14T23:39:59",
-    "ai_confidence": 80,
+    "calculated_at": "2025-03-13T17:03:04",
+    "ai_confidence": 72.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 35.0,
+    "ai_depth": 22.0,
     "non_ai_confidence": 0,
-    "final_score": 72.0,
-    "reasoning": "The content primarily discusses the creation and management of a standard environment for release management in Azure, focusing on practical applications of tools and techniques that enhance operational efficiency in a DevOps context.",
+    "final_score": 65.0,
+    "reasoning": "The content discusses the creation of a standard environment for release management in Azure, which aligns with operational practices in terms of setting up infrastructure for efficient deployment and management of applications. However, while it touches on aspects of automation and environment configuration, it lacks a deeper exploration of process optimisation techniques or continuous improvement strategies. The focus is more on the setup process rather than on enhancing operational efficiency or discussing metrics and KPIs, which limits its alignment with the core themes of the category.",
     "level": "Secondary"
   },
   "Scrum Team": {

site/content/resources/blog/2014/2014-12-04-create-standard-environment-release-management-azure/index.md

@@ -34,9 +34,9 @@ tags:
 - Product Delivery
 - Release Management
 - Deployment Strategies
-- Operational Practices
 - Pragmatic Thinking
 - Software Development
+- System Configuration
 categories:
 - DevOps
 - Engineering Excellence

site/content/resources/blog/2014/2014-12-10-ndc-london-2014-why-tfs-no-longer-sucks-and-vso-is-awesome/data.index.classifications.json

@@ -808,11 +808,14 @@
   },
   "Pragmatic Thinking": {
     "category": "Pragmatic Thinking",
-    "calculated_at": "2025-02-14T23:36:53",
-    "ai_confidence": 70,
+    "calculated_at": "2025-03-13T17:03:01",
+    "ai_confidence": 72.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 35.0,
+    "ai_depth": 22.0,
     "non_ai_confidence": 0,
-    "final_score": 63.0,
-    "reasoning": "The content discusses practical demonstrations and experiences with TFS and VSO, highlighting real-world applications and problem-solving strategies in an Agile context. However, it also includes significant technical details and personal anecdotes that may detract from a primary focus on pragmatic thinking.",
+    "final_score": 65.0,
+    "reasoning": "The content discusses practical experiences and challenges faced during a demo of TFS and VSO, showcasing real-world applications of Agile principles. It highlights problem-solving strategies, such as handling deployment issues and adapting to errors, which aligns with pragmatic thinking. However, while it touches on Agile and DevOps concepts, the primary focus is more on the demonstration and personal experiences rather than a deep exploration of pragmatic thinking techniques.",
     "level": "Secondary"
   },
   "Backlog Refinement": {

site/content/resources/blog/2014/2014-12-10-ndc-london-2014-why-tfs-no-longer-sucks-and-vso-is-awesome/index.md

@@ -36,7 +36,6 @@ tags:
 - Troubleshooting
 - Azure DevOps
 - News and Reviews
-- Install and Configuration
 categories:
 - DevOps
 preview: nakedalm-experts-visual-studio-alm-3-3.png

site/content/resources/blog/2014/2014-12-12-create-log-entries-release-management/data.index.classifications.json

@@ -1078,11 +1078,14 @@
   },
   "System Configuration": {
     "category": "System Configuration",
-    "calculated_at": "2025-02-14T23:33:26",
-    "ai_confidence": 80,
+    "calculated_at": "2025-03-13T17:02:58",
+    "ai_confidence": 67.0,
+    "ai_mentions": 15,
+    "ai_alignment": 30,
+    "ai_depth": 25,
     "non_ai_confidence": 10,
-    "final_score": 73.0,
-    "reasoning": "The content primarily discusses the process of creating log entries in Release Management, which involves configuring deployment scripts and ensuring proper output logging. This aligns with system configuration practices, particularly in the context of software installation and configuration.",
+    "final_score": 61.0,
+    "reasoning": "The content discusses the process of creating log entries in Release Management, which is a part of system configuration. It provides specific examples of PowerShell commands used to manage output during deployment, aligning with best practices for configuration management. However, while it touches on relevant topics, the overall focus is more on personal experiences and anecdotes rather than a structured exploration of system configuration principles, which slightly lowers the confidence score.",
     "level": "Secondary"
   },
   "Product Strategy": {

site/content/resources/blog/2014/2014-12-12-create-log-entries-release-management/index.md

@@ -28,15 +28,8 @@ aliasesArchive:
 - /resources/blog/create-log-entries-release-management
 tags:
 - Windows
-- System Configuration
 - Troubleshooting
 - Practical Techniques and Tooling
-- Software Development
-- Azure Pipelines
-- Release Management
-- Azure DevOps
-- Pragmatic Thinking
-- Application Lifecycle Management
 categories:
 - DevOps
 - Engineering Excellence

site/content/resources/blog/2014/2014-12-17-understanding-tfs-migrations-premise-visual-studio-online/data.index.classifications.json

@@ -1039,12 +1039,15 @@
   },
   "Digital Transformation": {
     "category": "Digital Transformation",
-    "calculated_at": "2025-02-17T09:08:45",
-    "ai_confidence": 50,
+    "calculated_at": "2025-03-13T17:02:55",
+    "ai_confidence": 32.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 25.0,
+    "ai_depth": 20.0,
     "non_ai_confidence": 0,
-    "final_score": 45.0,
-    "reasoning": "The content discusses TFS migrations to Visual Studio Online, which relates to the adoption of digital tools for improving operational efficiency, but it primarily focuses on migration scenarios rather than broader digital transformation strategies.",
-    "level": "Tertiary"
+    "final_score": 29.0,
+    "reasoning": "The content discusses TFS migrations to Visual Studio Online, which touches on the use of digital tools for operational processes. However, it lacks a strategic focus on digital transformation as defined in the category. While it mentions scenarios and tools related to migration, it does not delve into broader themes such as business agility, innovation, or change management practices. The discussion is primarily technical and operational rather than strategic, leading to a low confidence score in alignment with the Digital Transformation category.",
+    "level": "Quaternary"
   },
   "MVP": {
     "category": "MVP",

site/content/resources/blog/2014/2014-12-17-understanding-tfs-migrations-premise-visual-studio-online/index.md

@@ -26,10 +26,7 @@ aliasesArchive:
 - /understanding-tfs-migrations-from-on-premise-to-visual-studio-online
 - /blog/understanding-tfs-migrations-from-on-premise-to-visual-studio-online
 - /resources/blog/understanding-tfs-migrations-premise-visual-studio-online
-tags:
-- Software Development
-- Practical Techniques and Tooling
-- Install and Configuration
+tags: []
 categories: []
 preview: nakedalm-experts-visual-studio-alm-5-5.png
 

site/content/resources/blog/2014/2014-12-31-join-machine-azure-hosted-domain-controller/index.md

@@ -31,7 +31,6 @@ tags:
 - System Configuration
 - Windows
 - Practical Techniques and Tooling
-- Troubleshooting
 categories: []
 preview: nakedalm-windows-logo-6-6.png
 

site/content/resources/blog/2015/2015-01-07-why-should-i-use-visual-studio-alm-whether-tfs-or-vso/data.index.classifications.json

@@ -1378,11 +1378,14 @@
   },
   "Application Lifecycle Management": {
     "category": "Application Lifecycle Management",
-    "calculated_at": "2025-02-15T09:56:44",
-    "ai_confidence": 95,
+    "calculated_at": "2025-03-13T17:02:49",
+    "ai_confidence": 92.0,
+    "ai_mentions": 85.0,
+    "ai_alignment": 95.0,
+    "ai_depth": 90.0,
     "non_ai_confidence": 30,
-    "final_score": 88.0,
-    "reasoning": "The content primarily discusses the features, benefits, and considerations of using Visual Studio ALM within the context of Application Lifecycle Management. It extensively covers various aspects of ALM, including requirements management, project management, change management, and other critical components of the application lifecycle, making it a clear, central topic.",
+    "final_score": 86.0,
+    "reasoning": "The content extensively discusses Visual Studio ALM and its various components, including requirements management, project management, change management, and more, which are all integral to Application Lifecycle Management. It provides a detailed analysis of the considerations when evaluating ALM tools, aligning closely with the core themes of the category. The depth of discussion is significant, covering multiple aspects of ALM and offering insights into best practices and strategic considerations, thus justifying a high confidence score.",
     "level": "Primary"
   },
   "Leadership": {

site/content/resources/blog/2015/2015-01-07-why-should-i-use-visual-studio-alm-whether-tfs-or-vso/index.md

@@ -28,6 +28,11 @@ aliasesArchive:
 - /resources/blog/why-should-i-use-visual-studio-alm-whether-tfs-or-vso
 tags:
 - Application Lifecycle Management
+- Software Development
+- Products and Books
+- Pragmatic Thinking
+- Product Delivery
+- Practical Techniques and Tooling
 categories:
 - Engineering Excellence
 preview: nakedalm-experts-visual-studio-alm-3-3.png

site/content/resources/blog/2015/2015-01-13-creating-nested-teams-visual-studio-alm/data.index.classifications.json

@@ -178,12 +178,15 @@
   },
   "Enterprise Agility": {
     "category": "Enterprise Agility",
-    "calculated_at": "2025-02-17T09:08:45",
-    "ai_confidence": 50,
+    "calculated_at": "2025-03-13T17:02:46",
+    "ai_confidence": 32.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 25.0,
+    "ai_depth": 25.0,
     "non_ai_confidence": 0,
-    "final_score": 45.0,
-    "reasoning": "The content discusses creating nested teams and managing team structures within an organisation, which relates to organisational agility. However, it primarily focuses on technical implementation rather than broader enterprise agility principles.",
-    "level": "Tertiary"
+    "final_score": 29.0,
+    "reasoning": "The content primarily focuses on the technical aspects of creating nested teams within Visual Studio ALM, which is more aligned with team-level practices rather than organisational agility. While it briefly touches on organisational structures and team configurations, it lacks a broader discussion on enterprise agility principles such as culture, leadership, or organisational-wide strategies. Therefore, it does not meet the criteria for a strong alignment with the category.",
+    "level": "Quaternary"
   },
   "Business Agility": {
     "category": "Business Agility",

site/content/resources/blog/2015/2015-01-13-creating-nested-teams-visual-studio-alm/index.md

@@ -31,10 +31,6 @@ tags:
 - Install and Configuration
 - Practical Techniques and Tooling
 - Azure DevOps
-- System Configuration
-- Application Lifecycle Management
-- Pragmatic Thinking
-- Azure Boards
 categories:
 - Kanban
 preview: nakedalm-experts-visual-studio-alm-17-17.png

site/content/resources/blog/2015/2015-01-14-configure-a-build-vnext-agent-on-vso/data.index.classifications.json

@@ -808,11 +808,14 @@
   },
   "Pragmatic Thinking": {
     "category": "Pragmatic Thinking",
-    "calculated_at": "2025-02-14T23:20:17",
-    "ai_confidence": 80,
+    "calculated_at": "2025-03-13T17:02:43",
+    "ai_confidence": 72.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 35.0,
+    "ai_depth": 22.0,
     "non_ai_confidence": 0,
-    "final_score": 72.0,
-    "reasoning": "The content primarily discusses practical steps and considerations for configuring a Build vNext Agent in a real-world DevOps context, demonstrating pragmatic problem-solving techniques and the application of experience-based knowledge.",
+    "final_score": 65.0,
+    "reasoning": "The content primarily focuses on the practical steps to configure a Build vNext Agent, which aligns with pragmatic thinking in terms of applying real-world solutions in a DevOps context. However, while it discusses practical implementation, it lacks a deeper exploration of problem-solving strategies or critical thinking aspects that are central to the category. The discussion is more about the technical setup rather than navigating complexity or uncertainty in project management.",
     "level": "Secondary"
   },
   "Backlog Refinement": {

site/content/resources/blog/2015/2015-01-14-configure-a-build-vnext-agent-on-vso/index.md

@@ -30,6 +30,13 @@ tags:
 - System Configuration
 - Install and Configuration
 - Azure Pipelines
+- Practical Techniques and Tooling
+- Azure DevOps
+- Software Development
+- Windows
+- Azure Repos
+- Continuous Integration
+- Internal Developer Platform
 categories:
 - DevOps
 - Engineering Excellence

site/content/resources/blog/2015/2015-01-15-could-not-load-file-or-assembly-while-configuring-build-vnext-agent/data.index.classifications.json

@@ -1228,11 +1228,14 @@
   },
   "Software Developers": {
     "category": "Software Developers",
-    "calculated_at": "2025-02-17T09:08:45",
-    "ai_confidence": 50,
+    "calculated_at": "2025-03-13T17:02:37",
+    "ai_confidence": 62.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 35.0,
+    "ai_depth": 12.0,
     "non_ai_confidence": 0,
-    "final_score": 45.0,
-    "reasoning": "The content discusses a specific issue related to the Build vNext Agent and Visual Studio, which is relevant to software developers, but it does not primarily focus on Agile or DevOps methodologies.",
+    "final_score": 56.0,
+    "reasoning": "The content discusses a specific technical issue related to the Build vNext Agent and Visual Studio 2015, which is relevant to software developers. However, it lacks a broader discussion on Agile or DevOps methodologies, focusing instead on a particular error and its resolution. While it mentions tools used by developers, it does not explore best practices or collaborative aspects of software development, leading to a moderate confidence score.",
     "level": "Tertiary"
   },
   "Coaching": {

site/content/resources/blog/2015/2015-01-15-could-not-load-file-or-assembly-while-configuring-build-vnext-agent/index.md

@@ -24,6 +24,11 @@ aliasesArchive:
 - /resources/blog/could-not-load-file-or-assembly-while-configuring-build-vnext-agent
 tags:
 - Windows
+- Troubleshooting
+- Install and Configuration
+- Software Development
+- System Configuration
+- Practical Techniques and Tooling
 categories:
 - DevOps
 

site/content/resources/blog/2015/2015-01-21-need-expert-visual-studio-alm-tfs-scrum/data.index.classifications.json

@@ -1060,12 +1060,15 @@
   },
   "System Configuration": {
     "category": "System Configuration",
-    "calculated_at": "2025-02-17T09:08:44",
-    "ai_confidence": 50,
+    "calculated_at": "2025-03-13T17:02:34",
+    "ai_confidence": 12.0,
+    "ai_mentions": 10.0,
+    "ai_alignment": 15.0,
+    "ai_depth": 5.0,
     "non_ai_confidence": 10,
-    "final_score": 46.0,
-    "reasoning": "The content discusses TFS 2013 Configuration & Administration, which relates to system configuration, but the primary focus is on consulting and training services rather than detailed system configuration practices.",
-    "level": "Tertiary"
+    "final_score": 12.0,
+    "reasoning": "The content primarily focuses on consulting and training services related to Visual Studio ALM, TFS, and Scrum, with minimal direct discussion on system configuration. While there are mentions of TFS configuration, the overall emphasis is on project management and training rather than the technical aspects of configuring systems. The depth of discussion on system configuration is very limited, making it difficult to classify this content under the 'System Configuration' category.",
+    "level": "Quinary"
   },
   "Product Strategy": {
     "category": "Product Strategy",

site/content/resources/blog/2015/2015-01-21-need-expert-visual-studio-alm-tfs-scrum/index.md

@@ -30,10 +30,7 @@ aliasesArchive:
 - /do-you-need-an-expert-in-visual-studio-alm--tfs--or-scrum-
 - /blog/do-you-need-an-expert-in-visual-studio-alm--tfs--or-scrum-
 - /resources/blog/need-expert-visual-studio-alm-tfs-scrum
-tags:
-- Practical Techniques and Tooling
-- Software Development
-- People and Process
+tags: []
 categories:
 - Scrum
 - Social Technologies

site/content/resources/blog/2015/2015-01-26-benefits-visual-studio-online-enterprise/data.index.classifications.json

@@ -688,12 +688,15 @@
   },
   "Organisational Change": {
     "category": "Organisational Change",
-    "calculated_at": "2025-02-14T23:08:07",
-    "ai_confidence": 70,
+    "calculated_at": "2025-03-13T17:02:30",
+    "ai_confidence": 65.0,
+    "ai_mentions": 15.0,
+    "ai_alignment": 35.0,
+    "ai_depth": 15.0,
     "non_ai_confidence": 10,
-    "final_score": 64.0,
-    "reasoning": "The content discusses the transition to Visual Studio Online and the cultural changes required for organisations to adapt to this shift, highlighting the need for agility and the challenges of overcoming resistance to change.",
-    "level": "Secondary"
+    "final_score": 60.0,
+    "reasoning": "The content discusses the transition to Visual Studio Online (VSO) and touches on the cultural changes required for organisations to adapt to cloud services. While it mentions the need for a cultural shift and the challenges of resistance to change, the primary focus remains on the technical features and benefits of VSO rather than a comprehensive exploration of organisational change strategies or frameworks. Therefore, while there is some relevant content, it does not fully align with the core themes of the category.",
+    "level": "Tertiary"
   },
   "Lean Startup": {
     "category": "Lean Startup",

site/content/resources/blog/2015/2015-01-28-managing-azure-vms-phone/data.index.classifications.json

@@ -352,11 +352,14 @@
   },
   "News and Reviews": {
     "category": "News and Reviews",
-    "calculated_at": "2025-02-17T09:08:44",
-    "ai_confidence": 50,
+    "calculated_at": "2025-03-13T17:02:26",
+    "ai_confidence": 62.0,
+    "ai_mentions": 15,
+    "ai_alignment": 30,
+    "ai_depth": 25,
     "non_ai_confidence": 10,
-    "final_score": 46.0,
-    "reasoning": "The content primarily discusses the Mobile Azure Manager app, providing a review of its features and usability for managing Azure VMs, which aligns with the review aspect of the category. However, it lacks broader industry news or updates related to Agile or DevOps.",
+    "final_score": 57.0,
+    "reasoning": "The content primarily focuses on reviewing the Mobile Azure Manager app, detailing its features and benefits for managing Azure virtual machines. It provides a practical evaluation of the app's functionality, which aligns with the category of 'News and Reviews' as it discusses a tool relevant to technology and DevOps. However, while it mentions personal experiences and specific functionalities, it lacks broader industry context or updates, which slightly lowers the confidence score.",
     "level": "Tertiary"
   },
   "Application Lifecycle Management": {

site/content/resources/blog/2015/2015-01-28-managing-azure-vms-phone/index.md

@@ -29,7 +29,6 @@ aliasesArchive:
 tags:
 - Practical Techniques and Tooling
 - Products and Books
-- Install and Configuration
 categories: []
 preview: nakedalm-windows-logo-7-7.png
 

site/content/resources/blog/2015/2015-02-04-journey-professional-scrum/data.index.classifications.json

@@ -316,11 +316,14 @@
   },
   "Personal": {
     "category": "Personal",
-    "calculated_at": "2025-02-14T22:39:19",
-    "ai_confidence": 80,
+    "calculated_at": "2025-03-13T17:02:20",
+    "ai_confidence": 78.0,
+    "ai_mentions": 15,
+    "ai_alignment": 32,
+    "ai_depth": 28,
     "non_ai_confidence": 0,
-    "final_score": 72.0,
-    "reasoning": "The content primarily discusses the author's personal journey and experiences with Scrum, including reflections on their career, challenges faced, and insights gained from teaching and consulting in Agile methodologies.",
+    "final_score": 70.0,
+    "reasoning": "The content provides a detailed personal narrative about the author's journey into Professional Scrum, including reflections on experiences, challenges, and insights gained throughout their career. It discusses personal transformations in perspective towards project management and the importance of cultural factors in Agile practices. The author shares specific anecdotes about teaching and consulting, which align well with the Personal category's focus on individual experiences and insights related to Agile methodologies. However, there are also technical discussions about Scrum frameworks and training, which slightly detract from the personal focus.",
     "level": "Secondary"
   },
   "Systems Thinking": {

site/content/resources/blog/2015/2015-02-04-journey-professional-scrum/index.md

@@ -28,6 +28,15 @@ aliasesArchive:
 - /resources/blog/journey-professional-scrum
 tags:
 - People and Process
+- Business Agility
+- Product Delivery
+- Discovery and Learning
+- Scrum Product Development
+- Strategy
+- Agile Project Management
+- Organisational Agility
+- Organisational Change
+- Organisational Culture
 categories:
 - Scrum
 preview: nakedalm-experts-professional-scrum-5-5.png