
Jake Kennedy engineered robust experimentation and ad-tech solutions across the Guardian’s commercial, frontend, and dotcom-rendering repositories. He developed and integrated A/B testing frameworks, enabling dynamic server- and client-side experiments with Fastly edge dictionaries and SvelteKit UIs, while modernizing deployment pipelines using CI/CD and GitHub Actions. His work included modularizing Prebid.js integration, centralizing type definitions, and enhancing consent management with GPP modules for compliant ad delivery. Using TypeScript, JavaScript, and Scala, Jake refactored legacy code, improved analytics reliability, and automated dependency management. His contributions reduced technical debt, streamlined feature rollouts, and improved measurement quality, demonstrating strong depth in scalable platform engineering.

October 2025 – Key outcomes across guardian/commercial, guardian/dotcom-rendering, guardian/frontend, and guardian/google-admanager-api. Delivered safer, data-aligned AB testing across platforms, modernized deployment workflows, cleaned up legacy Prebid/configurations, and upgraded core tooling for performance and security. Strengthened data reliability, regional testing capabilities, and admin governance, delivering measurable business value: accurate experimentation, faster releases, and simplified maintenance.
October 2025 – Key outcomes across guardian/commercial, guardian/dotcom-rendering, guardian/frontend, and guardian/google-admanager-api. Delivered safer, data-aligned AB testing across platforms, modernized deployment workflows, cleaned up legacy Prebid/configurations, and upgraded core tooling for performance and security. Strengthened data reliability, regional testing capabilities, and admin governance, delivering measurable business value: accurate experimentation, faster releases, and simplified maintenance.
The September 2025 monthly summary highlights key feature work and notable technical improvements across Guardian frontend services, with a focus on reducing tech debt, enabling dynamic experimentation, and improving maintainability. No major bugs were reported this month; the team concentrated on cleanups and AB testing infrastructure to support faster feature iteration and more reliable experiments.
The September 2025 monthly summary highlights key feature work and notable technical improvements across Guardian frontend services, with a focus on reducing tech debt, enabling dynamic experimentation, and improving maintainability. No major bugs were reported this month; the team concentrated on cleanups and AB testing infrastructure to support faster feature iteration and more reliable experiments.
August 2025 performance summary for Guardian engineering: Delivered end-to-end A/B testing capability across two core repositories (guardian/dotcom-rendering and guardian/frontend), aligned with business goals of faster experimentation, safer feature rollouts, and improved ad operations. Also completed obsolescence of legacy AB frontend components to reduce ongoing maintenance and risk, while enhancing test data quality and infrastructure to support reliable releases.
August 2025 performance summary for Guardian engineering: Delivered end-to-end A/B testing capability across two core repositories (guardian/dotcom-rendering and guardian/frontend), aligned with business goals of faster experimentation, safer feature rollouts, and improved ad operations. Also completed obsolescence of legacy AB frontend components to reduce ongoing maintenance and risk, while enhancing test data quality and infrastructure to support reliable releases.
July 2025 performance summary focused on delivering modular, scalable ad-tech features across Guardian Commercial, Dotcom Rendering, and Frontend platforms, stabilizing user experience, and streamlining CI/CD. Key work includes consent-aware Prebid.js integration, core modularization with centralized types, and a cohesive monorepo structure for safer, faster releases. In rendering/frontend, we shipped an ad-placement experiment, standardized package naming, and targeted cleanup to reduce maintenance and risk. These efforts improve compliance, maintainability, and revenue outcomes through more predictable deployments and improved ad performance.
July 2025 performance summary focused on delivering modular, scalable ad-tech features across Guardian Commercial, Dotcom Rendering, and Frontend platforms, stabilizing user experience, and streamlining CI/CD. Key work includes consent-aware Prebid.js integration, core modularization with centralized types, and a cohesive monorepo structure for safer, faster releases. In rendering/frontend, we shipped an ad-placement experiment, standardized package naming, and targeted cleanup to reduce maintenance and risk. These efforts improve compliance, maintainability, and revenue outcomes through more predictable deployments and improved ad performance.
May 2025 monthly summary: Delivered cross-repo enhancements focused on measurement, reliability, asset delivery, and admin simplification across guardian/frontend, guardian/commercial-templates, and guardian/commercial. The month emphasized business value through controlled experimentation, CDN-backed asset handling, enhanced video measurement, lifecycle management, and more robust deployment and DevOps practices.
May 2025 monthly summary: Delivered cross-repo enhancements focused on measurement, reliability, asset delivery, and admin simplification across guardian/frontend, guardian/commercial-templates, and guardian/commercial. The month emphasized business value through controlled experimentation, CDN-backed asset handling, enhanced video measurement, lifecycle management, and more robust deployment and DevOps practices.
April 2025 summary: Strengthened analytics reliability and maintenance automation across Guardian repos, with a focus on measurement quality and safe feature toggles. Guardian/commercial delivered analytics adapter improvements including a TypeScript refactor for Prebid and header bidding analytics, plus enhanced error handling and tests, followed by a controlled rollback to JavaScript to preserve stability when required. Safety/config simplifications were implemented: removed TheTradeDesk AB test configuration to reduce exposure and simplify configuration. Frontend introduced a temporary Ad-Lite demonstration feature with a cookie-based opt-in, and legacy AB test switches were removed to reduce risk. A guard was added to ensure pageskin data is written only when line item jobs are active, centralizing GAM path control behind a single switch. Dependency maintenance was improved: Dependabot scheduling was updated to run daily with grouped updates for linters and TypeScript dependencies, and production dependency exclusions were refined across repos.
April 2025 summary: Strengthened analytics reliability and maintenance automation across Guardian repos, with a focus on measurement quality and safe feature toggles. Guardian/commercial delivered analytics adapter improvements including a TypeScript refactor for Prebid and header bidding analytics, plus enhanced error handling and tests, followed by a controlled rollback to JavaScript to preserve stability when required. Safety/config simplifications were implemented: removed TheTradeDesk AB test configuration to reduce exposure and simplify configuration. Frontend introduced a temporary Ad-Lite demonstration feature with a cookie-based opt-in, and legacy AB test switches were removed to reduce risk. A guard was added to ensure pageskin data is written only when line item jobs are active, centralizing GAM path control behind a single switch. Dependency maintenance was improved: Dependabot scheduling was updated to run daily with grouped updates for linters and TypeScript dependencies, and production dependency exclusions were refined across repos.
March 2025 performance summary focusing on business value and technical accomplishments across Guardian monetization and error-reporting improvements. Highlights include in-repo Prebid.js bundling experiment, removal of obsolete A/B tests, TheTradeDesk AB test with staged rollout, Permutive segments integration into ORTB2 bidder, refined price bucketing for Prebid bidders, Ophan event queuing improvements, ad slot size mapping error handling enhancements, new commercial A/B switches, and enhanced Sentry extras support for error reporting.
March 2025 performance summary focusing on business value and technical accomplishments across Guardian monetization and error-reporting improvements. Highlights include in-repo Prebid.js bundling experiment, removal of obsolete A/B tests, TheTradeDesk AB test with staged rollout, Permutive segments integration into ORTB2 bidder, refined price bucketing for Prebid bidders, Ophan event queuing improvements, ad slot size mapping error handling enhancements, new commercial A/B switches, and enhanced Sentry extras support for error reporting.
February 2025 performance summary: Delivered key ad-tech features, cleaned legacy code, and strengthened CI/CD across Guardian repos. Focused on user privacy and ad targeting reliability, stabilized header bidding, expanded testing coverage, and automated release workflows. These efforts reduce technical debt, accelerate experimentation, and improve business outcomes for monetization, while maintaining a strong emphasis on maintainability and quality.
February 2025 performance summary: Delivered key ad-tech features, cleaned legacy code, and strengthened CI/CD across Guardian repos. Focused on user privacy and ad targeting reliability, stabilized header bidding, expanded testing coverage, and automated release workflows. These efforts reduce technical debt, accelerate experimentation, and improve business outcomes for monetization, while maintaining a strong emphasis on maintainability and quality.
January 2025 monthly summary focused on monetization accuracy, analytics efficiency, and platform reliability across guardian repos. Key features delivered include enhanced YouTube IMA targeting with plcmt to improve ad serving and reporting, 10% sampling for Prebid analytics to reduce overhead while preserving insights, and integration of The Trade Desk bidder into Prebid.js with an accompanying A/B test rollout framework. Front-page banner removal was extended to include the .top-fronts-banner-ad-container to ensure proper ad container cleanup. Deployment and platform maintenance improvements included migrating commercial deployments to riff-raff, updating CI/webpack configurations, and tuning dependencies, cache rules, and overdue timing to streamline operations. Major bugs fixed include correcting the ad speed benchmarking path to locate bundled JavaScript in dist for accurate performance measurements. Overall impact: enhanced ad monetization accuracy, reduced analytics overhead, more reliable deployments, and improved CI/CD stability. These work items collectively accelerated time-to-value for advertisers, reduced operational risk, and demonstrated strong cross-team collaboration. Technologies and skills demonstrated: - Prebid.js integration and A/B test rollout practices - YouTube IMA targeting enhancements - Deployment automation with riff-raff, CI/CD tuning, and webpack configuration - Dependency management with Dependabot and routine library upgrades - Performance instrumentation and benchmarking fixes
January 2025 monthly summary focused on monetization accuracy, analytics efficiency, and platform reliability across guardian repos. Key features delivered include enhanced YouTube IMA targeting with plcmt to improve ad serving and reporting, 10% sampling for Prebid analytics to reduce overhead while preserving insights, and integration of The Trade Desk bidder into Prebid.js with an accompanying A/B test rollout framework. Front-page banner removal was extended to include the .top-fronts-banner-ad-container to ensure proper ad container cleanup. Deployment and platform maintenance improvements included migrating commercial deployments to riff-raff, updating CI/webpack configurations, and tuning dependencies, cache rules, and overdue timing to streamline operations. Major bugs fixed include correcting the ad speed benchmarking path to locate bundled JavaScript in dist for accurate performance measurements. Overall impact: enhanced ad monetization accuracy, reduced analytics overhead, more reliable deployments, and improved CI/CD stability. These work items collectively accelerated time-to-value for advertisers, reduced operational risk, and demonstrated strong cross-team collaboration. Technologies and skills demonstrated: - Prebid.js integration and A/B test rollout practices - YouTube IMA targeting enhancements - Deployment automation with riff-raff, CI/CD tuning, and webpack configuration - Dependency management with Dependabot and routine library upgrades - Performance instrumentation and benchmarking fixes
December 2024 performance summary: Delivered key features across guardian/frontend, guardian/dotcom-rendering, and guardian/commercial, focusing on deployment reliability, analytics integrity, and UI consistency. Highlights include AWS Parameter Store-based dynamic bundle updater, unified Prebid analytics endpoint, and direct Riff-Raff deployments, complemented by targeted cleanup of legacy code and endpoints. Overall impact: faster, more reliable deployments; cleaner analytics; and improved user experience through consistent UI elements.
December 2024 performance summary: Delivered key features across guardian/frontend, guardian/dotcom-rendering, and guardian/commercial, focusing on deployment reliability, analytics integrity, and UI consistency. Highlights include AWS Parameter Store-based dynamic bundle updater, unified Prebid analytics endpoint, and direct Riff-Raff deployments, complemented by targeted cleanup of legacy code and endpoints. Overall impact: faster, more reliable deployments; cleaner analytics; and improved user experience through consistent UI elements.
Nov 2024 performance summary for Guardian commercial stack and related repos. Delivered high-impact features and a major bug fix across guardian/commercial, guardian/dotcom-rendering, and guardian/frontend. Key outcomes include improved ad reliability on front pages, data-driven optimizations for header bidding, styling consolidation for consistent ad presentation, AB test infrastructure enhancements, and updated dependencies for stability. These changes drive better monetization reliability, faster experimentation, and easier maintainability.
Nov 2024 performance summary for Guardian commercial stack and related repos. Delivered high-impact features and a major bug fix across guardian/commercial, guardian/dotcom-rendering, and guardian/frontend. Key outcomes include improved ad reliability on front pages, data-driven optimizations for header bidding, styling consolidation for consistent ad presentation, AB test infrastructure enhancements, and updated dependencies for stability. These changes drive better monetization reliability, faster experimentation, and easier maintainability.
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