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Jake Skeates

PROFILE

Jake Skeates

Worked on the mckinsey/agents-at-scale-ark repository, focusing on enhancing deployment flexibility and user experience for the Ark Dashboard. Refactored Helm chart configurations by consolidating environment variables into a map structure, enabling safer multi-environment overrides and simplifying maintenance. Improved backend reliability by correcting the handling of canceled queries, ensuring proper state management and TTL expiration. Delivered UI enhancements by adding icons for multiple AI providers and updating related documentation. Demonstrated skills in Go, Helm, and Kubernetes controller development, with attention to asset management and backend workflows. The work contributed to more robust deployments and a clearer, more maintainable codebase.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

3Total
Bugs
1
Commits
3
Features
2
Lines of code
52
Activity Months2

Work History

October 2025

2 Commits • 1 Features

Oct 1, 2025

October 2025 (2025-10) monthly summary for mckinsey/agents-at-scale-ark. Focused on UI enrichment and reliability improvements in the Ark Dashboard and backend lifecycle. Key features delivered: added UI icons for multiple AI providers and updated documentation; major bugs fixed: correct handling of canceled queries to prevent requeueing and ensure TTL expiration logic applies consistently. Overall impact: improved provider visibility, user experience, and system reliability with reduced unnecessary reprocessing. Technologies/skills demonstrated: front-end UI enhancements, UI documentation updates, and backend workflow/state-machine corrections.

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025 performance summary for mckinsey/agents-at-scale-ark: Implemented a config refactor to improve deployment configurability of ark-dashboard and validated through a focused commit. This work enhances multi-environment overrides and reduces configuration errors, contributing to faster deployments and easier maintenance.

Activity

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Quality Metrics

Correctness93.4%
Maintainability93.4%
Architecture93.4%
Performance86.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

GoMarkdownyaml

Technical Skills

Asset ManagementBackend DevelopmentDevOpsDocumentationHelmKubernetes Controller Development

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

mckinsey/agents-at-scale-ark

Sep 2025 Oct 2025
2 Months active

Languages Used

yamlGoMarkdown

Technical Skills

DevOpsHelmAsset ManagementBackend DevelopmentDocumentationKubernetes Controller Development