
Helen contributed to the statsig-io/docs repository by designing and delivering a series of documentation and onboarding enhancements for the MCP framework over four months. She focused on clarifying OAuth-based authentication, API integration, and SDK setup, using technologies such as JSON and Markdown to improve developer experience. Her work included restructuring onboarding flows, updating API and OAuth instructions, and introducing detailed guidance for ChatGPT App and Codex integrations. By refining technical writing and user interface documentation, Helen reduced setup errors and ramp time for developers, resulting in more reliable onboarding, clearer upgrade paths, and improved supportability for Statsig’s evolving developer ecosystem.
March 2026 (2026-03) delivered a focused documentation refresh for the MCP framework within statsig-io/docs. The work prioritized onboarding efficiency and tool adoption, covering CreateSegment, layers tooling, Agent Skills repo, OAuth setup, and metric dimension results, with before/after visuals to demonstrate improvements. In addition, tooling documentation was refined to improve discoverability and consistency (renaming Get_Experiment_Results to Get_Experiment_Overall_Results and adding docs for Get_Experiment_Metric_Dimension_Results). These updates reduce ramp time for developers, decrease support friction, and strengthen the documentation backbone for scalable MCP usage.
March 2026 (2026-03) delivered a focused documentation refresh for the MCP framework within statsig-io/docs. The work prioritized onboarding efficiency and tool adoption, covering CreateSegment, layers tooling, Agent Skills repo, OAuth setup, and metric dimension results, with before/after visuals to demonstrate improvements. In addition, tooling documentation was refined to improve discoverability and consistency (renaming Get_Experiment_Results to Get_Experiment_Overall_Results and adding docs for Get_Experiment_Metric_Dimension_Results). These updates reduce ramp time for developers, decrease support friction, and strengthen the documentation backbone for scalable MCP usage.
February 2026: Focused on MCP ecosystem enhancements and user-facing setup flows. Delivered official ChatGPT App integration documentation, App-based MCP server setup, clarified MCP OAuth and Personal Console API Keys usage, introduced pricing transparency note for usage-based pricing, and expanded MCP documentation with detailed tool parameters, metrics, segments, and audit logs. These changes improve onboarding, authentication reliability, pricing clarity, and developer experience.
February 2026: Focused on MCP ecosystem enhancements and user-facing setup flows. Delivered official ChatGPT App integration documentation, App-based MCP server setup, clarified MCP OAuth and Personal Console API Keys usage, introduced pricing transparency note for usage-based pricing, and expanded MCP documentation with detailed tool parameters, metrics, segments, and audit logs. These changes improve onboarding, authentication reliability, pricing clarity, and developer experience.
Concise monthly summary focusing on documentation and upgrade-related work in the statsig-io/docs repository for 2026-01, highlighting business value through improved developer onboarding, branding consistency, and upgrade guidance.
Concise monthly summary focusing on documentation and upgrade-related work in the statsig-io/docs repository for 2026-01, highlighting business value through improved developer onboarding, branding consistency, and upgrade guidance.
December 2025 summary for Statsig developer onboarding and authentication docs. Focused on strengthening MCP onboarding through OAuth-based guidance and AI coding client onboarding, and on correcting API authentication instructions for Cursor. Delivered doc restructuring, clarified auth flows, and added dedicated onboarding paths to reduce setup errors and accelerate developer integration.
December 2025 summary for Statsig developer onboarding and authentication docs. Focused on strengthening MCP onboarding through OAuth-based guidance and AI coding client onboarding, and on correcting API authentication instructions for Cursor. Delivered doc restructuring, clarified auth flows, and added dedicated onboarding paths to reduce setup errors and accelerate developer integration.

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