Over the past 13 months, Larson engineered analytics, attribution, and data infrastructure across the TryGhost/Ghost repository, focusing on unified analytics experiences, UTM tracking, and marketing attribution. He implemented end-to-end data pipelines and UI integrations using JavaScript and TypeScript, modernized build tooling with Vite, and enhanced developer workflows with Playwright-based end-to-end testing. Larson’s work included backend API development, frontend data visualization, and privacy-compliant attribution storage, solving business needs for reliable insights and GDPR alignment. By integrating Docker-based CI/CD and automating code review ownership, he delivered robust, maintainable systems that improved data accuracy, developer velocity, and cross-service observability within Ghost.
Monthly summary for 2025-10: Delivered key features and testing improvements focused on marketing attribution, governance, and end-to-end (E2E) reliability within the Ghost repo. The work enhances business visibility into marketing impact, strengthens code review processes, and improves CI/CD and debugging for local/branch deployments.
Monthly summary for 2025-10: Delivered key features and testing improvements focused on marketing attribution, governance, and end-to-end (E2E) reliability within the Ghost repo. The work enhances business visibility into marketing impact, strengthens code review processes, and improves CI/CD and debugging for local/branch deployments.
September 2025 monthly summary: Implemented end-to-end UTM tracking and attribution across Ghost, with a feature flag, UTM data pipes, UI controls, and real data integration; expanded Admin analytics with MRR lookback improvements and improved Labs search behavior; fixed critical UX and reliability issues including Escape-key closing of the post preview modal and ghost-stats loading reliability; built out End-to-End Testing Infrastructure and Guidelines (Portal tests, Mailhog integration, test organization) and advanced Developer Experience tooling for analytics (local Tinybird dev setup and E2E guardrails); extended UTM support in TrafficAnalytics payload and refreshed schema; added CLAUDE.md documentation for GScan to improve collaboration and onboarding.
September 2025 monthly summary: Implemented end-to-end UTM tracking and attribution across Ghost, with a feature flag, UTM data pipes, UI controls, and real data integration; expanded Admin analytics with MRR lookback improvements and improved Labs search behavior; fixed critical UX and reliability issues including Escape-key closing of the post preview modal and ghost-stats loading reliability; built out End-to-End Testing Infrastructure and Guidelines (Portal tests, Mailhog integration, test organization) and advanced Developer Experience tooling for analytics (local Tinybird dev setup and E2E guardrails); extended UTM support in TrafficAnalytics payload and refreshed schema; added CLAUDE.md documentation for GScan to improve collaboration and onboarding.
August 2025 (TryGhost/Ghost): Delivered a unified Analytics experience with migration support from the Ember Dashboard, enhanced data accuracy, and richer metrics across Top Posts, newsletters, subscriber history, and paid member KPIs, including a redirect path to the new Analytics UI. Implemented GDPR-friendly attribution by switching to sessionStorage and aligning analytics data handling with privacy requirements. Strengthened testing and CI foundations with end-to-end testing utilities (factories, API adapters) and improvements to the signup shipping workflow. Resolved stability issues by gracefully handling missing ghost_head context to prevent 422 errors, plus targeted performance improvements (reducing unnecessary listeners on page_hit and stabilizing KPI charts). Overall, these efforts improved data reliability, privacy compliance, developer velocity, and business insight generation.
August 2025 (TryGhost/Ghost): Delivered a unified Analytics experience with migration support from the Ember Dashboard, enhanced data accuracy, and richer metrics across Top Posts, newsletters, subscriber history, and paid member KPIs, including a redirect path to the new Analytics UI. Implemented GDPR-friendly attribution by switching to sessionStorage and aligning analytics data handling with privacy requirements. Strengthened testing and CI foundations with end-to-end testing utilities (factories, API adapters) and improvements to the signup shipping workflow. Resolved stability issues by gracefully handling missing ghost_head context to prevent 422 errors, plus targeted performance improvements (reducing unnecessary listeners on page_hit and stabilizing KPI charts). Overall, these efforts improved data reliability, privacy compliance, developer velocity, and business insight generation.
July 2025 performance summary: Focused on delivering analytics-driven features in Ghost Admin, stabilizing analytics routing, and cleaning flags to improve reliability and deployment velocity. Key features delivered across Ghost and TrafficAnalytics include Admin Analytics Integration and Routing Improvements; Web Analytics Setting calculated field; Top Posts UI enhancements; Post Analytics default activation and navigation consistency; Tinybird docs updates and comprehensive analytics flags cleanup. Major bugs fixed: zero-member line in Newsletter UI; labs configs display; Dashboard routing and Ember tests cleanup; top pages display when no views; several analytics UI and chart loading issues resolved. Overall impact: improved data accuracy, faster admin workflows, reduced technical debt, and stronger cross-service observability. Demonstrated skills: Ember.js, frontend routing, analytics integration, feature flag governance, unit testing, and documentation.
July 2025 performance summary: Focused on delivering analytics-driven features in Ghost Admin, stabilizing analytics routing, and cleaning flags to improve reliability and deployment velocity. Key features delivered across Ghost and TrafficAnalytics include Admin Analytics Integration and Routing Improvements; Web Analytics Setting calculated field; Top Posts UI enhancements; Post Analytics default activation and navigation consistency; Tinybird docs updates and comprehensive analytics flags cleanup. Major bugs fixed: zero-member line in Newsletter UI; labs configs display; Dashboard routing and Ember tests cleanup; top pages display when no views; several analytics UI and chart loading issues resolved. Overall impact: improved data accuracy, faster admin workflows, reduced technical debt, and stronger cross-service observability. Demonstrated skills: Ember.js, frontend routing, analytics integration, feature flag governance, unit testing, and documentation.
June 2025 monthly summary focusing on key accomplishments across TryGhost/Ghost, TryGhost/SDK, and TryGhost/TrafficAnalytics. Delivered core Stats Overview integration, Top Posts enhancements, API and attribution improvements, and analytics performance improvements. Strengthened data reliability, performance, and developer experience; enabled data-driven decisions and faster iteration.
June 2025 monthly summary focusing on key accomplishments across TryGhost/Ghost, TryGhost/SDK, and TryGhost/TrafficAnalytics. Delivered core Stats Overview integration, Top Posts enhancements, API and attribution improvements, and analytics performance improvements. Strengthened data reliability, performance, and developer experience; enabled data-driven decisions and faster iteration.
May 2025 highlights focused on stability, analytics, and developer productivity across Ghost and the framework. Delivered core features for analytics UX, security and dev experience improvements, and a streamlined job-queue approach, while strengthening testing and release processes.
May 2025 highlights focused on stability, analytics, and developer productivity across Ghost and the framework. Delivered core features for analytics UX, security and dev experience improvements, and a streamlined job-queue approach, while strengthening testing and release processes.
April 2025: Delivered notable analytics and performance improvements across Ghost and related data tooling. Strengthened attribution accuracy, improved data pipelines, and modernized the frontend/build tooling, while stabilizing production deployments. Notable outcomes include enhanced stats filtering and referrer handling, migration to modern build and runtime stacks, extensive test coverage, and increased data richness (post publish data, NDJSON conversion, and referrer parsing). These efforts provided clearer business insights, faster data processing, and a more scalable developer experience.
April 2025: Delivered notable analytics and performance improvements across Ghost and related data tooling. Strengthened attribution accuracy, improved data pipelines, and modernized the frontend/build tooling, while stabilizing production deployments. Notable outcomes include enhanced stats filtering and referrer handling, migration to modern build and runtime stacks, extensive test coverage, and increased data richness (post publish data, NDJSON conversion, and referrer parsing). These efforts provided clearer business insights, faster data processing, and a more scalable developer experience.
March 2025 performance highlights: Delivered major analytics and platform improvements across Ghost, Portal, and Koenig. Strengthened data reliability and business insight capabilities, improved signup experiences, and advanced data pipelines to support scalable growth. The month balanced feature delivery with targeted bug fixes to stabilize the analytics surface and portal experiences, driving measurable business value and engineering efficiency.
March 2025 performance highlights: Delivered major analytics and platform improvements across Ghost, Portal, and Koenig. Strengthened data reliability and business insight capabilities, improved signup experiences, and advanced data pipelines to support scalable growth. The month balanced feature delivery with targeted bug fixes to stabilize the analytics surface and portal experiences, driving measurable business value and engineering efficiency.
February 2025 — concise monthly summary focusing on business value and technical achievements across Ghost and framework repositories. Highlights include robust attribution fixes, observability improvements, analytics pipeline simplification, and comprehensive documentation updates that reduce maintenance burden and accelerate onboarding.
February 2025 — concise monthly summary focusing on business value and technical achievements across Ghost and framework repositories. Highlights include robust attribution fixes, observability improvements, analytics pipeline simplification, and comprehensive documentation updates that reduce maintenance burden and accelerate onboarding.
January 2025 (2025-01) highlights: Delivered Ghost Testing Endpoints for Test Mode, enabling controlled simulation of blocking operations to verify client timeout handling and connection saturation. This strengthens QA coverage and supports faster iteration on reliability under load. The work centered on the TryGhost/Ghost repository with a single feature addition aligned to our test strategy.
January 2025 (2025-01) highlights: Delivered Ghost Testing Endpoints for Test Mode, enabling controlled simulation of blocking operations to verify client timeout handling and connection saturation. This strengthens QA coverage and supports faster iteration on reliability under load. The work centered on the TryGhost/Ghost repository with a single feature addition aligned to our test strategy.
December 2024 performance summary: Delivered meaningful business value through performance improvements, reliability enhancements, and observable engineering improvements across Ghost and framework repositories. Implemented a scalable redirects lookup path, stabilized feature flags, and introduced event-driven patterns in the job queue to enable reactive responses to work outcomes. Upgraded upstream dependencies to stay current with upstream fixes and branding capabilities, while improving theme typography support for brand consistency.
December 2024 performance summary: Delivered meaningful business value through performance improvements, reliability enhancements, and observable engineering improvements across Ghost and framework repositories. Implemented a scalable redirects lookup path, stabilized feature flags, and introduced event-driven patterns in the job queue to enable reactive responses to work outcomes. Upgraded upstream dependencies to stay current with upstream fixes and branding capabilities, while improving theme typography support for brand consistency.
For 2024-11, delivered performance and reliability improvements across Ghost and related frameworks, with observability and currency of dependencies driving business value. Notable outcomes include offloading work via an experimental background job queue, enhanced metrics for operations, editor reliability enhancements, timezone data corrections, and targeted reliability fixes across tests and critical flows such as scheduling and portal unsubscribe paths. These changes improve throughput, scheduling accuracy, and developer velocity while reducing production-risk.
For 2024-11, delivered performance and reliability improvements across Ghost and related frameworks, with observability and currency of dependencies driving business value. Notable outcomes include offloading work via an experimental background job queue, enhanced metrics for operations, editor reliability enhancements, timezone data corrections, and targeted reliability fixes across tests and critical flows such as scheduling and portal unsubscribe paths. These changes improve throughput, scheduling accuracy, and developer velocity while reducing production-risk.
2024-10 Monthly summary focused on aligning dependencies across the Ghost core and related packages. Delivered a critical fix to ensure the Ghost core reflects the most recent minor updates of Portal and search, eliminating a version drift that could leave users with outdated features and security fixes. The change improves stability, feature parity, and upgrade reliability, and lays groundwork for smoother cross-repo dependency management.
2024-10 Monthly summary focused on aligning dependencies across the Ghost core and related packages. Delivered a critical fix to ensure the Ghost core reflects the most recent minor updates of Portal and search, eliminating a version drift that could leave users with outdated features and security fixes. The change improves stability, feature parity, and upgrade reliability, and lays groundwork for smoother cross-repo dependency management.
Overview of all repositories you've contributed to across your timeline