mckinsey/vizro
Nov 2024 – Oct 2025
9 Months active
Languages Used
MarkdownPythonYAMLHTMLDockerfileTOMLShell
Technical Skills
Code ExamplesConfiguration ManagementDocumentationTechnical WritingWebsite VerificationMkDocs
Jo Stichbury
PROFILE
Jo Stichbury
Jo Stichbury spent nine months engineering documentation, onboarding, and AI integration features for the mckinsey/vizro repository. She overhauled documentation structure and navigation using Python, MkDocs, and YAML, aligning Vizro-AI and Vizro-Core docs for consistency and clarity. Jo introduced tutorials and configuration guides for integrating Vizro-MCP with tools like Kedro, Cursor, and Claude Desktop, enabling prompt-driven dashboard creation and deployment. Her work included SEO enhancements, versioned documentation links, and AI-assisted indexing via mkdocs-llmstxt, reducing onboarding friction and support overhead. The depth of her contributions improved maintainability, discoverability, and developer experience across multiple Vizro modules and deployment environments.
Overall Statistics
Feature vs Bugs
89%Features
Repository Contributions
42Total
Bugs
2
Commits
42
Features
16
Lines of code
4,738
Activity Months9
Your Network
20 people
Work History
October 2025
3 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary for mckinsey/vizro focusing on documentation improvements for Vizro-MCP setup and MkDocs versioning, and formatting enhancements for VS Code installation docs. Delivered versioned links for documentation via mkdocs-llmstxt, added explicit guidance on selecting Vizro-MCP versions in setup (mcp.json via uvx), and improved docs formatting for clarity. These changes standardize documentation, improve onboarding, and reduce post-deploy support queries.
3 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary for mckinsey/vizro focusing on documentation improvements for Vizro-MCP setup and MkDocs versioning, and formatting enhancements for VS Code installation docs. Delivered versioned links for documentation via mkdocs-llmstxt, added explicit guidance on selecting Vizro-MCP versions in setup (mcp.json via uvx), and improved docs formatting for clarity. These changes standardize documentation, improve onboarding, and reduce post-deploy support queries.
October 2025
September 2025
9 Commits • 3 Features
Sep 1, 2025September 2025 monthly summary for the mckinsey/vizro repository. Focused on delivering comprehensive documentation improvements, Cursor integration tutorials, and improved navigation to accelerate adoption of Vizro-MCP and reduce onboarding time. Emphasis on accuracy, maintainability, and cross-linking to support developers and product teams.
September 2025
9 Commits • 3 Features
Sep 1, 2025September 2025 monthly summary for the mckinsey/vizro repository. Focused on delivering comprehensive documentation improvements, Cursor integration tutorials, and improved navigation to accelerate adoption of Vizro-MCP and reduce onboarding time. Emphasis on accuracy, maintainability, and cross-linking to support developers and product teams.
August 2025
8 Commits • 4 Features
Aug 1, 2025August 2025 monthly work summary focusing on documentation enhancements, build optimizations, and AI-assisted tooling for Vizro-MCP. Key accomplishments include a major Docs UX/API overhaul, build pipeline simplification, and new Claude Desktop tutorial to enable dashboard creation via prompts; introduced llms.txt generation to improve AI-driven knowledge extraction.
8 Commits • 4 Features
Aug 1, 2025August 2025 monthly work summary focusing on documentation enhancements, build optimizations, and AI-assisted tooling for Vizro-MCP. Key accomplishments include a major Docs UX/API overhaul, build pipeline simplification, and new Claude Desktop tutorial to enable dashboard creation via prompts; introduced llms.txt generation to improve AI-driven knowledge extraction.
August 2025
July 2025
3 Commits • 2 Features
Jul 1, 2025July 2025 monthly summary for repository mckinsey/vizro. Focus this month was on documentation and onboarding enhancements to streamline Kedro integration and cross-host Vizro usage. No major bug fixes were recorded; the emphasis was on improving developer experience and establishing a solid foundation for future features.
July 2025
3 Commits • 2 Features
Jul 1, 2025July 2025 monthly summary for repository mckinsey/vizro. Focus this month was on documentation and onboarding enhancements to streamline Kedro integration and cross-host Vizro usage. No major bug fixes were recorded; the emphasis was on improving developer experience and establishing a solid foundation for future features.
May 2025
7 Commits • 1 Features
May 1, 2025May 2025 (2025-05) delivered a comprehensive Vizro Documentation Refresh and Vizro-MCP Adoption across Vizro-AI, Vizro-Core, and Vizro-MCP. This work focused on improving onboarding, discoverability, and user guidance by overhauling documentation structure, content, and navigation, and by introducing deprecation messaging for Vizro-AI. Key outcomes include alignment of Vizro-AI docs with Vizro-Core, UI/navigation polish, and icon/font updates, plus the addition of FAQs, licensing, and roadmap content to support informed usage and policy visibility.
7 Commits • 1 Features
May 1, 2025May 2025 (2025-05) delivered a comprehensive Vizro Documentation Refresh and Vizro-MCP Adoption across Vizro-AI, Vizro-Core, and Vizro-MCP. This work focused on improving onboarding, discoverability, and user guidance by overhauling documentation structure, content, and navigation, and by introducing deprecation messaging for Vizro-AI. Key outcomes include alignment of Vizro-AI docs with Vizro-Core, UI/navigation polish, and icon/font updates, plus the addition of FAQs, licensing, and roadmap content to support informed usage and policy visibility.
May 2025
February 2025
5 Commits • 2 Features
Feb 1, 2025February 2025 monthly summary for mckinsey/vizro: Delivered key features and documentation improvements that enhance user onboarding, deployment flexibility, and documentation reliability. Focused on enabling end-to-end chart creation and dashboard assembly via prompts, robust deployment guidance, and corrected documentation to reduce user friction and support contributor onboarding.
February 2025
5 Commits • 2 Features
Feb 1, 2025February 2025 monthly summary for mckinsey/vizro: Delivered key features and documentation improvements that enhance user onboarding, deployment flexibility, and documentation reliability. Focused on enabling end-to-end chart creation and dashboard assembly via prompts, robust deployment guidance, and corrected documentation to reduce user friction and support contributor onboarding.
January 2025
2 Commits • 1 Features
Jan 1, 2025Monthly work summary for 2025-01 focused on Vizro documentation improvements for Dash Enterprise deployment and SEO readiness. Delivered two documentation commits that clarify deployment steps for Vizro on Dash Enterprise and add a Google site verification meta tag via MkDocs override to improve search engine discoverability. No major bugs fixed this month. Impact: clearer enterprise deployment guidance, improved search discoverability, and a solid foundation for faster onboarding. Technologies/skills demonstrated: MkDocs, MkDocs overrides, Dash Enterprise deployment workflows, documentation discipline, and SEO readiness.
2 Commits • 1 Features
Jan 1, 2025Monthly work summary for 2025-01 focused on Vizro documentation improvements for Dash Enterprise deployment and SEO readiness. Delivered two documentation commits that clarify deployment steps for Vizro on Dash Enterprise and add a Google site verification meta tag via MkDocs override to improve search engine discoverability. No major bugs fixed this month. Impact: clearer enterprise deployment guidance, improved search discoverability, and a solid foundation for faster onboarding. Technologies/skills demonstrated: MkDocs, MkDocs overrides, Dash Enterprise deployment workflows, documentation discipline, and SEO readiness.
January 2025
December 2024
1 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for mckinsey/vizro: Delivered Google Site Verification Tag integration in MkDocs to enable ownership verification via Google Search Console. This targeted docs-only change improves governance and SEO readiness with minimal risk. No major bugs fixed in this repo this month. Overall impact: easier ownership verification, improved documentation alignment, and smoother onboarding for stakeholders. Technologies/skills demonstrated: MkDocs configuration, Google site verification tag deployment, version control discipline, and clear commit traceability.
December 2024
1 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for mckinsey/vizro: Delivered Google Site Verification Tag integration in MkDocs to enable ownership verification via Google Search Console. This targeted docs-only change improves governance and SEO readiness with minimal risk. No major bugs fixed in this repo this month. Overall impact: easier ownership verification, improved documentation alignment, and smoother onboarding for stakeholders. Technologies/skills demonstrated: MkDocs configuration, Google site verification tag deployment, version control discipline, and clear commit traceability.
November 2024
4 Commits • 1 Features
Nov 1, 2024Month 2024-11 — Focused effort on mckinsey/vizro to improve documentation quality and reduce false positives in doc tooling. Delivered a user-facing Documentation Refresh with clearer examples, removal of unnecessary IDs in code snippets, and reorganized authors page listing; implemented an Acronym Linting Improvement to include MIT in Vale, preventing unnecessary warnings. These changes enhance onboarding, reduce support overhead, and improve overall documentation maintainability and accuracy.
4 Commits • 1 Features
Nov 1, 2024Month 2024-11 — Focused effort on mckinsey/vizro to improve documentation quality and reduce false positives in doc tooling. Delivered a user-facing Documentation Refresh with clearer examples, removal of unnecessary IDs in code snippets, and reorganized authors page listing; implemented an Acronym Linting Improvement to include MIT in Vale, preventing unnecessary warnings. These changes enhance onboarding, reduce support overhead, and improve overall documentation maintainability and accuracy.
November 2024
Activity
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Quality Metrics
Correctness96.6%
Maintainability96.4%
Architecture95.2%
Performance94.6%
AI Usage30.2%
Skills & Technologies
Programming Languages
DockerfileHTMLMarkdownPythonShellTOMLYAML
Technical Skills
AI IntegrationAI-Assisted DevelopmentAPI DocumentationCode ExamplesConfigurationConfiguration ManagementContent ManagementDashboard DevelopmentData VisualizationDocumentationFront-end DevelopmentJupyter NotebooksLLM IntegrationMkDocsPlotly
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline