
Worked on the GOV.UK Chat platform, delivering monitoring and dashboard enhancements across the alphagov/govuk-helm-charts and alphagov/govuk-infrastructure repositories. Focused on scaling observability as new models were added, this work included refactoring AWS CloudWatch alarm configurations, consolidating dashboard graphs, and aligning metric naming with AWS guidelines using Terraform and HCL. Increased token throughput for Claude Sonnet 4.5, updated usage metrics, and ensured cross-repository consistency to support higher traffic and reliable alerting. Addressed bugs related to event model IDs and quota thresholds, resulting in more accurate monitoring, reduced alert noise, and improved capacity planning for the GOV.UK Chat service.
May 2026 monthly summary focused on key accomplishments across two repos: alphagov/govuk-helm-charts and alphagov/govuk-infrastructure. Delivered a feature to increase token throughput for Sonnet 4.5 and updated usage metrics dashboards, and resolved monitoring-related bugs to ensure accurate alerting and capacity planning. The work aligns with business goals of supporting higher traffic for GOV.UK Chat while maintaining reliable observability and governance.
May 2026 monthly summary focused on key accomplishments across two repos: alphagov/govuk-helm-charts and alphagov/govuk-infrastructure. Delivered a feature to increase token throughput for Sonnet 4.5 and updated usage metrics dashboards, and resolved monitoring-related bugs to ensure accurate alerting and capacity planning. The work aligns with business goals of supporting higher traffic for GOV.UK Chat while maintaining reliable observability and governance.
Concise monthly summary for April 2026 focused on business value and technical achievements across GOV.UK Chat projects. Delivered features and improvements to monitoring, dashboards, and metric instrumentation to support scale as new models are added, improve reliability, and streamline operator effort.
Concise monthly summary for April 2026 focused on business value and technical achievements across GOV.UK Chat projects. Delivered features and improvements to monitoring, dashboards, and metric instrumentation to support scale as new models are added, improve reliability, and streamline operator effort.

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