
Brad Ochocki developed and maintained metrics instrumentation for the mozilla/metric-hub repository, focusing on telemetry for Firefox features across desktop, iOS, and Android platforms. He implemented configuration-driven tracking of tab pinning and sharing behaviors, using SQL and TOML to define and manage metrics pipelines. Brad’s work included designing and rolling back configurations to ensure data integrity, supporting experimentation and analytics for new features. By enabling detailed measurement of user interactions and experiment adoption, he provided actionable insights for product teams. His disciplined approach to configuration management and data engineering ensured observability, reversibility, and high-quality telemetry throughout the development cycle.

May 2025: Delivered instrumentation for the Sent From Firefox - Android Experiment in mozilla/metric-hub, introducing new metric configurations to track Android user interactions related to tab sharing and feature toggling. This enables measurement of experiment adoption and user behavior, supports data-driven iteration of Android features, and reduces ambiguity in rollout decisions.
May 2025: Delivered instrumentation for the Sent From Firefox - Android Experiment in mozilla/metric-hub, introducing new metric configurations to track Android user interactions related to tab sharing and feature toggling. This enables measurement of experiment adoption and user behavior, supports data-driven iteration of Android features, and reduces ambiguity in rollout decisions.
Month: 2025-04 | mozilla/metric-hub performance highlights: focus on iOS Firefox tab sharing metrics instrumentation and disciplined change control to ensure data quality. Key achievements: - Implemented iOS tab sharing metrics tracking: added configuration and metrics for total tab shares, shares to WhatsApp, and any WhatsApp share, plus custom metrics from the iOS event stream. (Commits: c294038f1cf59a23a822143efa1c1b7714ab1ee9; 122c86736f416ab0a7aa075a1f14fcf23786ecf9) - Created and integrated a TOML-based configuration for the metrics pipeline to support the iOS sharing telemetry. (Commit: "add toml file" (#831)) - Maintained data integrity through a rollback: reverted ios-sent-from-firefox.toml configuration to avoid misreported WhatsApp sharing metrics. (Commit: a478c3f654ba3117972a5e50f7fdb00179296df3) - Demonstrated disciplined instrumentation and version-control hygiene, ensuring changes are observable, reviewable, and reversible if needed. Impact and value: - Provides actionable visibility into iOS tab sharing behavior and WhatsApp engagement, enabling data-driven product decisions and UX improvements for Firefox on iOS. - Keeps telemetry accurate and stable by promptly reverting configuration changes that could skew metrics, reducing data quality risk.
Month: 2025-04 | mozilla/metric-hub performance highlights: focus on iOS Firefox tab sharing metrics instrumentation and disciplined change control to ensure data quality. Key achievements: - Implemented iOS tab sharing metrics tracking: added configuration and metrics for total tab shares, shares to WhatsApp, and any WhatsApp share, plus custom metrics from the iOS event stream. (Commits: c294038f1cf59a23a822143efa1c1b7714ab1ee9; 122c86736f416ab0a7aa075a1f14fcf23786ecf9) - Created and integrated a TOML-based configuration for the metrics pipeline to support the iOS sharing telemetry. (Commit: "add toml file" (#831)) - Maintained data integrity through a rollback: reverted ios-sent-from-firefox.toml configuration to avoid misreported WhatsApp sharing metrics. (Commit: a478c3f654ba3117972a5e50f7fdb00179296df3) - Demonstrated disciplined instrumentation and version-control hygiene, ensuring changes are observable, reviewable, and reversible if needed. Impact and value: - Provides actionable visibility into iOS tab sharing behavior and WhatsApp engagement, enabling data-driven product decisions and UX improvements for Firefox on iOS. - Keeps telemetry accurate and stable by promptly reverting configuration changes that could skew metrics, reducing data quality risk.
November 2024 monthly summary for mozilla/metric-hub focusing on Jetstream Tab Pinning Metrics Instrumentation. Delivered new configuration files to track tab pinning metrics in Firefox Desktop Jetstream, enabling measurement of rate of pinned tabs, multiple pinned tabs, pin event counts, concurrent pinned tabs, and tab reloads for both early-day and existing users. This work was implemented under commit 16d1b567c2b5346b1640eda57d07a796f80051d6 with message 'add jetstream configs (#687)'.
November 2024 monthly summary for mozilla/metric-hub focusing on Jetstream Tab Pinning Metrics Instrumentation. Delivered new configuration files to track tab pinning metrics in Firefox Desktop Jetstream, enabling measurement of rate of pinned tabs, multiple pinned tabs, pin event counts, concurrent pinned tabs, and tab reloads for both early-day and existing users. This work was implemented under commit 16d1b567c2b5346b1640eda57d07a796f80051d6 with message 'add jetstream configs (#687)'.
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