
Over 15 months, Michael Soy developed and maintained privacy and consent management features across DuckDuckGo’s privacy-configuration, apple-browsers, and duckduckgo-privacy-extension repositories. He unified cross-platform rule generation, automated configuration updates, and streamlined A/B testing for autoconsent heuristics using JavaScript, Swift, and TypeScript. Michael introduced telemetry enhancements and feature flagging to enable granular analytics and rapid experimentation, while also improving build stability and code quality through CI/CD automation and standardized linting. His work addressed browser compatibility, reduced maintenance overhead, and enabled domain-specific consent controls, demonstrating depth in configuration management, cross-platform development, and privacy compliance within complex, evolving codebases.
Concise monthly summary for February 2026 focusing on key features delivered, major bugs fixed, overall impact and accomplishments, and technologies demonstrated. Highlights span three repositories and demonstrate end-to-end delivery from feature planning and internal configuration to cross-repo telemetry improvements and release automation. The work drove business value by simplifying user experiences, improving consent telemetry, and accelerating deployments for embedded web extensions.
Concise monthly summary for February 2026 focusing on key features delivered, major bugs fixed, overall impact and accomplishments, and technologies demonstrated. Highlights span three repositories and demonstrate end-to-end delivery from feature planning and internal configuration to cross-repo telemetry improvements and release automation. The work drove business value by simplifying user experiences, improving consent telemetry, and accelerating deployments for embedded web extensions.
January 2026 performance snapshot: Delivered key privacy-configuration improvements across macOS and Apple browsers, including a CPM heuristic experiment rollout for macOS, domain-based autoconsent updates, and telemetry enhancements. Fixed a critical CPM issue for asus.com, restoring proper cookie management. These changes strengthen user consent controls, improve policy governance, and provide richer telemetry for product decisions across platforms.
January 2026 performance snapshot: Delivered key privacy-configuration improvements across macOS and Apple browsers, including a CPM heuristic experiment rollout for macOS, domain-based autoconsent updates, and telemetry enhancements. Fixed a critical CPM issue for asus.com, restoring proper cookie management. These changes strengthen user consent controls, improve policy governance, and provide richer telemetry for product decisions across platforms.
December 2025 monthly summary for duckduckgo/apple-browsers: Key features delivered: - Autoconsent Heuristic CPM Mode A/B Experiment implemented across native and JavaScript layers, with cohort management, telemetry integration, and user interaction tracking for consent popups. Also added pixel-based dismissal measurement and enrollment/consentHeuristicEnabled tracking to the autoconsent and navigation timing pixels (commits c29f91bca138b53b7e3c31a7f106228378f740e2, f513d719789888fcadb1da391e898fb2100356b6). - On-device CPM heuristic performance pixel added to quantify heuristic flow effectiveness (m_mac_autoconsent_done_heuristic_daily) and integration into summary pixels; this includes the done_heuristic parameter in daily metrics (commits 6dddbb20c798d3086dd709052e01c4f0dd150db4, 116dd? actually 116fe96298b7e026240bfcc31224d7bf28c24773). - Pixel API and telemetry plumbing enhanced: added withAdditionalParameters to PixelFiring, expanded mocks/tests, and updated pixel definitions to pass consentHeuristicEnabled through key touchpoints (autoconsent, site load timing, and breakage reporting) (commits 6dddbb20..., 116fe962...). - Feature flags and UI wiring for experiment cohorts: introduced FeatureFlag.heuristicAction and AutoconsentSubfeature.heuristicAction with local cohort overrides; enabled cohort propagation through privacy dashboard and reporting (commit 921cb0745d0b4aa8ce55b6e9483bc64eed1503b9). - Release readiness and parity: cherry-picking CPM heuristic experiment changes to the release branch to align with release-ready codebase (#3018, #3022) (commits f2b4107838152325c96a55363a7c583e7297da67, f513d719...). Major bugs fixed (stability and telemetry correctness): - Fixed cohort/telemetry propagation gaps across native and JS for the autoconsent heuristic flow, ensuring correct cohort tagging (consentHeuristicEnabled) in enrollment, site load timing, and summary pixels. - Stabilized heuristic action experiment data paths by centralizing parameter plumbing and refining pixel events (done, doneHeuristic, privacyToggleUsed, breakageReportSent) to reduce drift in analytics. Overall impact and accomplishments: - Enabled data-driven decision-making for autoconsent UX with rigorous A/B measurement and on-device performance signals, improving consent experience while reducing risk through end-to-end telemetry coverage. - Accelerated iteration cycles for privacy features via robust pixel telemetry, feature flags, and cross-language (native/JS) cohesion. - Improved privacy controls visibility through Privacy Dashboard pixels and reporting integration, strengthening user trust and compliance. Technologies/skills demonstrated: - A/B testing design and execution in a macOS/iOS context, with native and JavaScript telemetry integration. - Extensive pixel instrumentation, including new heuristic-specific pixels and parameter propagation (consentHeuristicEnabled, done_heuristic). - Feature flagging and cohort override capabilities, with end-to-end dataflow to dashboard and reports. - Cross-repo release management and code consolidation via release-branch cherry-picks. Business value: - Provides measurable insights into the efficacy of the autoconsent heuristic, enabling safer, more user-friendly consent flows and better risk management through precise telemetry and reporting.
December 2025 monthly summary for duckduckgo/apple-browsers: Key features delivered: - Autoconsent Heuristic CPM Mode A/B Experiment implemented across native and JavaScript layers, with cohort management, telemetry integration, and user interaction tracking for consent popups. Also added pixel-based dismissal measurement and enrollment/consentHeuristicEnabled tracking to the autoconsent and navigation timing pixels (commits c29f91bca138b53b7e3c31a7f106228378f740e2, f513d719789888fcadb1da391e898fb2100356b6). - On-device CPM heuristic performance pixel added to quantify heuristic flow effectiveness (m_mac_autoconsent_done_heuristic_daily) and integration into summary pixels; this includes the done_heuristic parameter in daily metrics (commits 6dddbb20c798d3086dd709052e01c4f0dd150db4, 116dd? actually 116fe96298b7e026240bfcc31224d7bf28c24773). - Pixel API and telemetry plumbing enhanced: added withAdditionalParameters to PixelFiring, expanded mocks/tests, and updated pixel definitions to pass consentHeuristicEnabled through key touchpoints (autoconsent, site load timing, and breakage reporting) (commits 6dddbb20..., 116fe962...). - Feature flags and UI wiring for experiment cohorts: introduced FeatureFlag.heuristicAction and AutoconsentSubfeature.heuristicAction with local cohort overrides; enabled cohort propagation through privacy dashboard and reporting (commit 921cb0745d0b4aa8ce55b6e9483bc64eed1503b9). - Release readiness and parity: cherry-picking CPM heuristic experiment changes to the release branch to align with release-ready codebase (#3018, #3022) (commits f2b4107838152325c96a55363a7c583e7297da67, f513d719...). Major bugs fixed (stability and telemetry correctness): - Fixed cohort/telemetry propagation gaps across native and JS for the autoconsent heuristic flow, ensuring correct cohort tagging (consentHeuristicEnabled) in enrollment, site load timing, and summary pixels. - Stabilized heuristic action experiment data paths by centralizing parameter plumbing and refining pixel events (done, doneHeuristic, privacyToggleUsed, breakageReportSent) to reduce drift in analytics. Overall impact and accomplishments: - Enabled data-driven decision-making for autoconsent UX with rigorous A/B measurement and on-device performance signals, improving consent experience while reducing risk through end-to-end telemetry coverage. - Accelerated iteration cycles for privacy features via robust pixel telemetry, feature flags, and cross-language (native/JS) cohesion. - Improved privacy controls visibility through Privacy Dashboard pixels and reporting integration, strengthening user trust and compliance. Technologies/skills demonstrated: - A/B testing design and execution in a macOS/iOS context, with native and JavaScript telemetry integration. - Extensive pixel instrumentation, including new heuristic-specific pixels and parameter propagation (consentHeuristicEnabled, done_heuristic). - Feature flagging and cohort override capabilities, with end-to-end dataflow to dashboard and reports. - Cross-repo release management and code consolidation via release-branch cherry-picks. Business value: - Provides measurable insights into the efficacy of the autoconsent heuristic, enabling safer, more user-friendly consent flows and better risk management through precise telemetry and reporting.
November 2025 (Month: 2025-11) performance summary for duckduckgo/privacy-configuration. Deliverables centered on refining Autoconsent CMP rules and overhauling macOS CMP policy to improve privacy controls, consent prompts, and policy compliance. Implemented targeted rule toggles, domain/site-specific changes, and removal of outdated configurations to reduce drift and simplify maintenance across the macOS CMP surface.
November 2025 (Month: 2025-11) performance summary for duckduckgo/privacy-configuration. Deliverables centered on refining Autoconsent CMP rules and overhauling macOS CMP policy to improve privacy controls, consent prompts, and policy compliance. Implemented targeted rule toggles, domain/site-specific changes, and removal of outdated configurations to reduce drift and simplify maintenance across the macOS CMP surface.
October 2025: Stabilized the privacy-configuration codebase by restoring the previous stable state through a targeted revert. Reverted an unnecessary mitigation to align with the baseline configuration, reducing risk of drift across environments and enabling more predictable releases. Commit 2568f51079e55f9cf7655f7664b53f3261f18dcf ("revert unnecessary mitigation (#3837)") was applied during this period.
October 2025: Stabilized the privacy-configuration codebase by restoring the previous stable state through a targeted revert. Reverted an unnecessary mitigation to align with the baseline configuration, reducing risk of drift across environments and enabling more predictable releases. Commit 2568f51079e55f9cf7655f7664b53f3261f18dcf ("revert unnecessary mitigation (#3837)") was applied during this period.
September 2025 monthly summary for the privacy-configuration workstream focused on stabilizing CPM handling in the privacy configuration. Delivered a targeted mitigation approach and updated rationale/documentation to clarify CPM-related issues and solutions.
September 2025 monthly summary for the privacy-configuration workstream focused on stabilizing CPM handling in the privacy configuration. Delivered a targeted mitigation approach and updated rationale/documentation to clarify CPM-related issues and solutions.
Monthly work summary for 2025-08 focusing on business value and technical achievements for duckduckgo/privacy-configuration. Highlights include stability restoration by rolling back Android CPM rules, simplification of CPM mitigation logic, and a targeted enhancement to the autocontent feature that expands auto-approval coverage for disabled CMP configurations. These efforts improved stability, reduced configuration complexity, and accelerated user consent workflows, contributing to a smoother user experience and more maintainable codebase.
Monthly work summary for 2025-08 focusing on business value and technical achievements for duckduckgo/privacy-configuration. Highlights include stability restoration by rolling back Android CPM rules, simplification of CPM mitigation logic, and a targeted enhancement to the autocontent feature that expands auto-approval coverage for disabled CMP configurations. These efforts improved stability, reduced configuration complexity, and accelerated user consent workflows, contributing to a smoother user experience and more maintainable codebase.
Monthly summary for 2025-07: Delivered a targeted performance optimization in the duckduckgo/content-scope-scripts module by caching the Apple Silicon hardware check. Introduced isAppleSiliconCache to store the result of isAppleSilicon(), avoiding redundant computations and improving startup/init efficiency. Implementation tied to commit 0249d4e4c0a0f47c6f0c8b32bdd7d95aaa798fe2.
Monthly summary for 2025-07: Delivered a targeted performance optimization in the duckduckgo/content-scope-scripts module by caching the Apple Silicon hardware check. Introduced isAppleSiliconCache to store the result of isAppleSilicon(), avoiding redundant computations and improving startup/init efficiency. Implementation tied to commit 0249d4e4c0a0f47c6f0c8b32bdd7d95aaa798fe2.
June 2025 (2025-06) focused on cross-platform automation for CPM rule generation within the duckduckgo/privacy-configuration repository. Delivered a PoC for CPM-generated rules across macOS, iOS, and Android, including a macOS rule-generation revert to refine the approach. A follow-on change standardized CPM rule generation and removed platform-specific overrides, enabling consistent cross-platform policy application and setting the foundation for faster policy updates.
June 2025 (2025-06) focused on cross-platform automation for CPM rule generation within the duckduckgo/privacy-configuration repository. Delivered a PoC for CPM-generated rules across macOS, iOS, and Android, including a macOS rule-generation revert to refine the approach. A follow-on change standardized CPM rule generation and removed platform-specific overrides, enabling consistent cross-platform policy application and setting the foundation for faster policy updates.
May 2025: Delivered a Privacy Configuration Update removing CPM filterlist mitigations, updating autoconsent.json, and removing ancillary filterlist mitigations to simplify content handling and reduce maintenance burden. This aligns with policy updates while preserving user privacy protections.
May 2025: Delivered a Privacy Configuration Update removing CPM filterlist mitigations, updating autoconsent.json, and removing ancillary filterlist mitigations to simplify content handling and reduce maintenance burden. This aligns with policy updates while preserving user privacy protections.
Two critical fixes delivered in April 2025 across duckduckgo/content-scope-scripts and duckduckgo/privacy-configuration, focusing on build stability and browser compatibility. Key outcomes: restored the dev-firefox build entry point to prevent regression in the DDG extension, and updated macOS Routeno te user-agent to Safari to avoid site breakage. These changes reduce developer friction, improve user experience, and support release readiness.
Two critical fixes delivered in April 2025 across duckduckgo/content-scope-scripts and duckduckgo/privacy-configuration, focusing on build stability and browser compatibility. Key outcomes: restored the dev-firefox build entry point to prevent regression in the DDG extension, and updated macOS Routeno te user-agent to Safari to avoid site breakage. These changes reduce developer friction, improve user experience, and support release readiness.
March 2025: Resolved a critical Android zoom issue in emulated desktop mode within duckduckgo/content-scope-scripts by overriding the viewport min-scale to 0, enabling proper zoom and full-page viewing. Updated related viewport tests to reflect the change and prevent regressions. No new features released this month; focus was on stability, accessibility, and quality assurance.
March 2025: Resolved a critical Android zoom issue in emulated desktop mode within duckduckgo/content-scope-scripts by overriding the viewport min-scale to 0, enabling proper zoom and full-page viewing. Updated related viewport tests to reflect the change and prevent regressions. No new features released this month; focus was on stability, accessibility, and quality assurance.
January 2025 performance highlights focused on cross-browser parity, stability, and user-control enhancements across three repositories. Key outcomes include unifying content-script behavior across Firefox MV3 and Chrome MV3 by removing XRay and adopting a main world content script, introducing per-domain cookie consent controls in CPM for macOS Browser, and improving Firefox content-script messaging compatibility through build/process adjustments. Additionally, CTL messaging issues were fixed in MV2 and CTL deprecated on Android, contributing to platform stability and simpler maintenance.
January 2025 performance highlights focused on cross-browser parity, stability, and user-control enhancements across three repositories. Key outcomes include unifying content-script behavior across Firefox MV3 and Chrome MV3 by removing XRay and adopting a main world content script, introducing per-domain cookie consent controls in CPM for macOS Browser, and improving Firefox content-script messaging compatibility through build/process adjustments. Additionally, CTL messaging issues were fixed in MV2 and CTL deprecated on Android, contributing to platform stability and simpler maintenance.
Month: 2024-12. Delivered automated linting enhancement for duckduckgo/duckduckgo-privacy-extension by integrating Prettier checks into the lint workflow, adding an automated fix mechanism, and updating CI to auto-fix lint issues and report persistent failures. Documentation updated to reflect the new workflow. This initiative reduced manual lint fixes, improved code consistency, and accelerated PR turnaround while strengthening build reliability and developer feedback.
Month: 2024-12. Delivered automated linting enhancement for duckduckgo/duckduckgo-privacy-extension by integrating Prettier checks into the lint workflow, adding an automated fix mechanism, and updating CI to auto-fix lint issues and report persistent failures. Documentation updated to reflect the new workflow. This initiative reduced manual lint fixes, improved code consistency, and accelerated PR turnaround while strengthening build reliability and developer feedback.
November 2024 Monthly Summary for four repositories (duckduckgo/content-scope-scripts, duckduckgo/duckduckgo-privacy-extension, duckduckgo/apple-browsers, duckduckgo/macos-browser). This period focused on standardizing coding practices, reducing git blame noise, upgrading platform dependencies, and refining Autoconsent UX. Deliverables and outcomes spanned across features and maintenance work with measurable business value.
November 2024 Monthly Summary for four repositories (duckduckgo/content-scope-scripts, duckduckgo/duckduckgo-privacy-extension, duckduckgo/apple-browsers, duckduckgo/macos-browser). This period focused on standardizing coding practices, reducing git blame noise, upgrading platform dependencies, and refining Autoconsent UX. Deliverables and outcomes spanned across features and maintenance work with measurable business value.

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