Dp
Deliver a developer experience that accelerates both human and agentic workflows
KR1Ship standardised developer environments supporting the core developer workflow and agentic workflow, with UFE as the first fully-supported target
KR2Reduce CI/CD pipeline run time by 40%
KR3Add at least 1 automated smoke/health check post-deploy to 100% of backend services, which invokes a rollback when failure is detected
KR4Reintroduce SonarQube as a quality gate and integrated in CI for 100% of backend services. SonarQube coverage-on-new-code to 80%
KR5Carry out Developer Experience meeting with stakeholders in a focus-groups setting to gather feedback. The result should be documented and signed off by stakeholders
Dp
Strengthen observability across the stack
KR1Consolidate monitoring into 1 unified view, eliminating fragmented dashboards for core information
KR2Extend monitoring coverage to include Cloudflare, covering Security Analytics and Workers Performance
KR3Run a POC for agentic/automated alert triage and select a tool by end of Q3
Dp
Leverage AI to multiply DevOps capacity and reduce manual workload
KR1Automate at least 2 recurring operational tasks that cut human intervention by 90%
KR2Deliver 20 actionable tasks by AI after analysing logs/metrics — human in the loop to vet the AI outcomes
Dp
Redis Migration
Delivered in H2 — shared goal with Heikki
Dp
Complete the Aurora Archival Project
Delivered in H2 — shared with Heikki
Dp
Improve platform performance and raise infrastructure standards
KR1Move transaction_archive to Kafka Streams and establish a documented way of working that supports business-logic changes
KR2Deliver a Kafka core library that standardizes/simplifies configuration and reduces onboarding time by 50%
KR3Implement version control for all configuration of core components (Kafka, Airflow, Superset, ClickHouse) — 100% coverage
KR4Onboard Superset into proper monitoring as critical data infrastructure
KR5Revive an analytics node in the DWH cluster with cost controls in place, staying within budget
Dp
Support agentic flows to ClickHouse
KR1Implement agent access to ClickHouse with safe, guard-railed methods
Dp
Review data infrastructure strategy
KR1Conduct a review of cloud-managed services as alternatives to DWH, Kafka, Airflow, Aurora Replica
KR2Deliver a report with financial comparisons, feature analysis, and support arrangements
KR3Decide the way forward for the DWH by end of Q3