tag: Observability · 151 items
- Platform/SRE — Plan: If you run Amazon MSK, this GA feature lets managed Prometheus collectors scrape consumer-group lag metrics without self-operated agents; evaluate adopting it this quarter to replace any self-managed Kafka exporters in your observability pipeline.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Plan: Managed Grafana 13.2 is now GA with Git Sync for dashboard-as-code, dynamic dashboards, and PromQL in the CloudWatch data source — worth scheduling an upgrade this quarter; no forced-upgrade deadline exists for version 12.4, so no clock is running.
- CI/CD — Skip
- Leader — Skip
- Signals: Grafana 13.2 EOL 2027-05-18 · GA announcement
- Platform/SRE — Learn: A small early-stage project (72 stars, no enrichment signals) for aggregating noisy service metrics into explainable health signals — worth a bookmark for SREs designing health-score systems, but nothing to adopt today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Grafana 13.3 is a new GA minor for a core observability stack tool; schedule an upgrade this quarter to gain Notebooks and the UI refresh — cross-dashboard variables are still public preview, so hold off on that feature specifically until GA.
- CI/CD — Skip
- Leader — Skip
- Signals: Grafana 13.3 EOL 2027-07-20
- Platform/SRE — Plan: If you run Azure Container Apps with Log Analytics as the logging destination, Microsoft has marked it legacy and recommends migrating to Azure Monitor; no forced removal date is given, but schedule the migration before it becomes a breaking change.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New GA observability plugin for Lambda durable functions exports execution history to 13 destinations including CloudWatch, S3, and OpenSearch; worth noting when designing telemetry for serverless workflows, but installed at the function-code level so no platform infrastructure change required.
- CI/CD — Skip
- Leader — Learn: New no-cost AWS capability for observability into long-running Lambda workflows; relevant context for teams standardizing on serverless architectures, but no licensing, cost, or vendor-risk decision is triggered.
- Platform/SRE — Learn: o11y-bench provides a structured way to evaluate AI models on real SRE workflows—metric queries, incident investigation, dashboard management—which may inform future AI tooling decisions for the observability stack, but nothing in production needs to change today.
- CI/CD — Skip
- Leader — Learn: This benchmark shapes thinking about how to objectively compare AI models for observability use cases before committing to a vendor or internal tooling investment, but no strategic decision is forced by this release.
- Platform/SRE — Learn: If you operate in GovCloud, EU Sovereign, or China regions and want unified S3 access log analysis alongside other CloudWatch metrics, this integration is now available — no deadline, but worth evaluating for your observability pipeline.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: The GA Grafana Marketplace introduces paid, partner-backed plugins for data sources and observability use cases — worth knowing when evaluating Grafana extensions, but no operational change required today.
- CI/CD — Skip
- Leader — Learn: Grafana’s move to a commercial plugin marketplace signals a shift in its ecosystem model; worth monitoring for budget implications if teams adopt paid plugins, but no forced decision or cost change yet.
- Signals: GA announcement
- Platform/SRE — Learn: Useful pattern for taming high-volume AI agent telemetry using OTel Collector’s filter/transform processors — worth evaluating if the org is running AI agents that emit excessive telemetry into the observability pipeline.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Public-preview feature in Grafana Cloud that can automate incident coordination steps (channel creation, paging, AI briefings); worth evaluating if your team runs Grafana Cloud, but not actionable until GA.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Several new GA Grafana Cloud capabilities — including always-on Assistant Watchers that detect anomalies outside predefined alert rules — are worth evaluating for teams running Grafana Cloud as their observability platform. No hard deadline, but the features are GA and relevant to how observability stacks are architected this quarter.
- CI/CD — Skip
- Leader — Learn: Grafana Labs is positioning Grafana Cloud toward AI-assisted autonomous operations; understanding this capability direction is useful context for observability platform strategy and build-vs-buy decisions, but no pricing change or vendor risk event requires a decision now.
- Signals: GA announcement
- Platform/SRE — Plan: If your org runs Grafana Cloud, the Knowledge Graph’s GA expansion — connecting service catalog, on-call ownership, and past-incident context into a unified runtime view — is worth evaluating this quarter to improve investigation workflows and reduce MTTR.
- CI/CD — Skip
- Leader — Learn: The direction of shared observability context for both humans and AI agents (via open standards) shapes thinking about platform-wide incident tooling strategy, though no vendor or toolchain decision is forced by this announcement.
- Platform/SRE — Plan: Assistant Watchers and Investigations are now GA in Grafana Cloud, adding AI-driven monitoring and automated evidence gathering to the observability workflow — evaluate adopting these for on-call runbooks this quarter; Managed Sandboxes remain public preview so hold off on that piece.
- CI/CD — Skip
- Leader — Learn: Grafana’s GA AI incident-response features signal a maturing market for AI-augmented observability — useful context for evaluating where AI tooling fits in the platform strategy, but no immediate decision required.
- Signals: GA announcement
- Platform/SRE — Learn: Adaptive Telemetry offers a strategy for decoupling observability costs from data volume — worth evaluating if Grafana Cloud is in your stack, but no deadline or breaking change makes this actionable now.
- CI/CD — Skip
- Leader — Learn: The value-based pricing framing and Rapid7 case study are useful context for FinOps conversations around observability spend, but there is no contract or pricing change forcing a decision.
- Platform/SRE — Plan: Finer-grained Azure Monitor signals can improve incident detection and trend analysis for Azure-based platforms; evaluate enabling advanced metrics across key resources this quarter.
- CI/CD — Skip
- Leader — Learn: Improved Azure Monitor granularity is a capability to be aware of for observability strategy, but no licensing, cost, or vendor-risk change is involved — no decision required now.
- Signals: GA announcement
- Platform/SRE — Learn: Offers a reframing worth absorbing before committing budget to a dedicated AI SRE product: existing coding agents may cover meaningful incident-investigation use cases with added context, no action required today.
- CI/CD — Skip
- Leader — Learn: Relevant to build-vs-buy decisions around AI SRE tooling; suggests evaluating what existing coding-agent licenses already cover before signing a dedicated AI SRE contract.
- Platform/SRE — Learn: Platform engineers who run Grafana as part of their observability stack can absorb these Assistant improvements (faster dashboarding, better error recovery, evidence-backed alert investigation) to adjust how they use the tool, but no operational change or deadline is required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA feature lets you audit Azure Monitor workspace consumption — identify unused metrics and right-size ingestion this quarter; no forced deadline but directly actionable for cost and hygiene.
- CI/CD — Skip
- Leader — Learn: Adds visibility into Azure Monitor spend patterns, useful context for FinOps reviews, but no strategic decision is forced by this release.
- Signals: GA announcement
- Platform/SRE — Plan: CloudWatch Omni is now GA in more regions including major global hubs; platform teams running multi-region or multi-cloud observability stacks should evaluate adopting it as a replacement or complement to their existing Prometheus/Grafana/OpenTelemetry pipeline this quarter.
- CI/CD — Skip
- Leader — Learn: CloudWatch Omni’s AI-powered, multi-cloud observability experience with SSO and agent observability support is worth tracking as it matures — no immediate strategic decision required, but relevant context for future build-vs-buy reviews of the observability stack.
- Platform/SRE — Plan: Four CVEs patched (including IAM/SCIM and OAuth2 fixes), none KEV-listed and EPSS scores are effectively zero — no active exploitation, but Grafana is standard in the observability stack; schedule an upgrade to 13.2.4 this quarter.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-15577 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-33374 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-92539 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Plan: Grafana sits in most Platform teams’ observability stack; this patch fixes four CVEs (including an IAM/SCIM Enterprise fix), but none are KEV-listed and EPSS scores are near zero — no active exploitation confirmed. Schedule an upgrade to 13.1.8 this sprint rather than treating it as an emergency.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-15577 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-33374 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-92539 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Plan: Four CVEs fixed including OAuth2 header leakage and an IAM/SCIM endpoint flaw; none are KEV-listed and EPSS scores are near zero, so no active exploitation anchor, but teams running Grafana 13.x in production should schedule an upgrade to 13.0.11 this sprint.
- CI/CD — Skip
- Leader — Skip
- Signals: major release (13.0) · CVE-2026-15577 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-33374 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-92539 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Plan: If your org operates in GovCloud or any of the newly supported commercial regions, this GA feature lets you centralize logs across accounts via AWS Organizations without custom pipelines — worth adding to your observability architecture this quarter.
- CI/CD — Skip
- Leader — Learn: Cross-account log centralization is now available in GovCloud, which matters for regulated-industry customers; free for one copy, $0.05/GB beyond that — useful context for FinOps and compliance conversations but no immediate decision required.
- Platform/SRE — Learn: A keynote proposal to add SCI as an OTel signal is worth tracking for teams that already instrument with OpenTelemetry, but nothing is GA or standardized yet — no changes to observability pipelines today.
- CI/CD — Skip
- Leader — Learn: Carbon intensity as a cloud-native observability signal could eventually shape sustainability reporting standards and golden-path tooling decisions, but the concept is still in proposal stage with no adoption decision pending.
- Platform/SRE — Learn: Useful mental model for diagnosing Kueue admission delays — separating queue admission from Pod scheduling is a non-obvious distinction worth internalizing. The Headlamp plugin is 0.1.0-alpha, so no adoption yet, but the investigation path applies with kubectl today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: If your team runs Grafana Cloud with Adaptive Metrics, this new GA cost-first auto-apply mode can reduce active series counts without manual review — evaluate enabling it this quarter to lower observability ingestion costs.
- CI/CD — Skip
- Leader — Learn: Grafana’s cost-first auto-apply is a concrete example of automated FinOps tooling for observability spend — useful framing if you’re evaluating how to manage metrics cardinality costs at scale, but no leadership decision required.
- Signals: GA announcement
- Platform/SRE — Plan: New GA CloudWatch Pipelines capabilities let you split log streams by severity, source, or type into separate log groups with distinct retention and access controls, and apply sequential parsers to nested formats. Worth evaluating this quarter if you’re using CloudWatch Pipelines or considering consolidating log routing into a managed service.
- CI/CD — Skip
- Leader — Learn: This GA capability improves CloudWatch’s log-routing sophistication and could reduce observability costs via targeted retention policies, but it doesn’t change vendor risk, licensing, or require a strategic decision now.
- Signals: GA announcement
Learn
archived
Amazon ECS adds LiveTaskCount metric; RunningTaskCount now free in Container Insights
- Platform/SRE — Learn: LiveTaskCount covers tasks in ACTIVATING, RUNNING, and DEACTIVATING states, making it a more complete signal for autoscaling policies than RunningTaskCount; worth evaluating when next tuning ECS autoscaling or capacity planning, but no existing configuration requires updating.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: A new GA CloudWatch dashboard surfacing OTel metrics (memory, network, latency, keyspace, errors) for Valkey node clusters — worth scheduling adoption to consolidate cache observability; note that detailed 15-second metrics incur standard CloudWatch OTel pricing.
- CI/CD — Skip
- Leader — Learn: AWS now bundles a pre-built observability layer for ElastiCache Valkey at no additional platform cost (standard CloudWatch OTel pricing applies for enhanced polling), relevant context if the org is evaluating its caching observability spend.
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: A Honeycomb-authored retrospective on where DevOps fell short over two decades — worth reading for strategic framing on where platform investment and culture change still need to go.
- Platform/SRE — Plan: If you operate multiple OpenTelemetry Collector deployments, this GA release enables centralized config management via OpAMP without migrating to Grafana Alloy first — worth evaluating this quarter as a way to reduce config drift across collector fleets.
- CI/CD — Skip
- Leader — Learn: Grafana’s GA of OpAMP-based fleet management signals a maturing centralized-observability management model worth tracking if your org is standardizing on OpenTelemetry — no decision required now but relevant to future platform strategy.
- Signals: GA announcement
- Platform/SRE — Learn: A useful GA quality-of-life improvement for teams running many synthetic checks in Grafana Cloud, but it’s a pure organizational feature with no architecture change, no deadline, and no action required today.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Plan: Teams running AWS Batch workloads can now replace custom metric scrapers with native CloudWatch metrics covering queue health, failure rates, and state-transition durations; worth integrating into existing dashboards and alerting this quarter.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: The pod name dimension on AKS platform metrics (kube_pod_status_phase and related) is being removed September 30, 2027; audit Azure Monitor dashboards and alerts that rely on per-pod granularity from these metrics and plan migration to aggregate counters or Prometheus-based alternatives before that date.
- CI/CD — Skip
- Leader — Skip
- Signals: deprecation/EOL deadline mentioned: September 30, 2027
- Platform/SRE — Learn: Explains a gap in how Kubelet surfaces inode exhaustion — it alerts only when already in critical territory, not proactively. Worth factoring into NodeFilesystemFilesFillingUp alert tuning and inode-capacity headroom planning on worker nodes.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Prometheus 3.13.4 patches a gRPC HTTP/2 memory-exhaustion vulnerability (GO-2026-6348) and fixes federation corruption of float native histograms — schedule an upgrade to 3.13.4 this sprint for any federated Prometheus deployment.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Grafana is a common observability-stack component; upgrade to 13.2.3 to remediate CVE-2026-13719, CVE-2026-13720, and CVE-2026-81841 — none are KEV-listed and all carry EPSS 0.00, so this is a scheduled patch, not an emergency.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-13719 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-13720 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-81841 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Plan: Upgrade Grafana to 13.1.7 to remediate CVE-2026-13719, CVE-2026-13720, and CVE-2026-81841; none are KEV-listed and all carry EPSS 0.00, so schedule the patch this sprint rather than treating it as an emergency response.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-13719 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-13720 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-81841 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Plan: New GA capability lets teams query ElastiCache Valkey metrics via PromQL in Grafana and CloudWatch, with optional 15-second granularity for catching short-lived latency spikes; schedule enablement of standard OTel metrics now (free) and evaluate detailed monitoring for critical clusters this quarter.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: If your platform uses Transfer Family managed workflows, you can now route each workflow’s execution logs to a dedicated CloudWatch log group, enabling per-workflow dashboards and alerts without mixing logs at the server level. No action required — existing workflows continue with current logging config.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Platform teams running Tempo 3.0 in microservices mode with Kafka-based ingestion shipped without TLS support — a real security gap. Upgrading to 3.1 closes it with TLS and additional SASL mechanisms (SCRAM-SHA-256/512, OAUTHBEARER, AWS_MSK_IAM); schedule the upgrade this quarter if Kafka ingestion is in use.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Pre-GA preview of managed SQL Server performance monitoring on Azure VMs; worth tracking if you run SQL Server workloads, but not yet ready to adopt in production.
- CI/CD — Skip
- Leader — Skip
- Signals: pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Learn: If you run HPC workloads on AWS PCS, the new opt-in scaling logs (CloudWatch Logs, S3, or Firehose) give visibility into per-node launch and scale-down events useful for troubleshooting capacity failures. No action required — enable when relevant to your workload.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Grafana 13.2 on AMG brings Git Sync (dashboards as code tied to a repo), dynamic dashboards, and PromQL support in the CloudWatch data source — plan an evaluation and workspace upgrade this quarter if you run AMG; 13.2 is supported until 2027-05-18.
- CI/CD — Skip
- Leader — Learn: Git Sync enabling dashboard-as-code and PromQL queries against CloudWatch OTLP metrics represent a meaningful shift in managed observability capabilities, worth factoring into platform tooling direction — but no strategic decision is required now.
- Signals: Grafana 13.2 EOL 2027-05-18 · GA announcement
- Platform/SRE — Learn: A practical case study on reducing incident detection latency using OpenTelemetry, Kafka, and Flink on Kubernetes — useful for teams evaluating or redesigning their observability pipeline architecture, but no deployment action required.
- CI/CD — Skip
- Leader — Learn: A concrete example of platform investment paying off in reliability metrics; useful context for framing observability stack decisions but no strategic action required.
- Platform/SRE — Learn: Pre-GA managed observability for Azure SQL Database; worth evaluating if your platform team owns Azure SQL, but no action needed until GA.
- CI/CD — Skip
- Leader — Skip
- Signals: pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Learn: Public preview of Arc-enabled SQL Server performance monitoring adds a telemetry query endpoint worth evaluating if you manage hybrid SQL workloads, but pre-GA status means no production adoption yet.
- CI/CD — Skip
- Leader — Skip
- Signals: pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Learn: Useful visibility improvement for teams running large DataSync migrations or recurring transfers — no action required, just awareness that a native dashboard now replaces custom CloudWatch setups.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Grafana’s approach maps traditional SLO/error-budget mechanics onto agent evaluation scores, giving SREs a familiar reliability framework for operating AI systems; no production change needed today, but worth reviewing before instrumenting any agent workloads.
- CI/CD — Skip
- Leader — Learn: Framing agent quality as an error budget (measurable, target-driven) is a useful mental model for leaders deciding how to set reliability expectations and observability standards for AI agent initiatives.
- Platform/SRE — Learn: OTel integration in Copilot is relevant to observability stack decisions if the org routes Copilot telemetry into existing pipelines, but no operational change is required today.
- CI/CD — Skip
- Leader — Learn: Enterprise OTel configuration for Copilot agents could inform AI tooling observability policy, but no strategic decision is forced yet.
- Platform/SRE — Plan: CloudWatch Omni is now GA and offers OpenTelemetry interoperability, multi-cloud (including Azure) telemetry, and AI-driven root-cause analysis — worth evaluating this quarter as a replacement or augmentation for existing AWS-based observability pipelines if CloudWatch is already in use.
- CI/CD — Skip
- Leader — Learn: Omni signals AWS’s direction for AI-native, multi-cloud observability and could shift the build-vs-buy calculus for teams invested in third-party observability vendors alongside CloudWatch; no immediate strategic decision required.
- Signals: GA announcement
- Platform/SRE — Plan: Grafana 13.2 (EOL 2027-05-18) ships GA support for named, independent notification policy trees — worth adopting this quarter if you run Grafana-managed alerting across multiple teams. Evaluate upgrading to 13.2 and migrating team-owned alert rules to named policies incrementally.
- CI/CD — Skip
- Leader — Learn: Grafana’s approach to scaling alert routing across team boundaries is useful context when evaluating IDP or observability platform strategy, but no strategic, cost, or vendor-risk decision is required here.
- Signals: Grafana 13.2 EOL 2027-05-18 · GA announcement
- Platform/SRE — Plan: Grafana is a standard part of the observability stack platform teams own; 13.2.2 patches three CVEs (EPSS ≤ 0.01, none KEV-listed), so no emergency but schedule an upgrade of Grafana instances this sprint to stay current on security fixes.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-15815 — CISA KEV: not listed, EPSS 0.01 · CVE-2026-76154 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-79656 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Plan: Three CVEs patched in Grafana — none KEV-listed and all with near-zero EPSS scores, so no active exploitation, but teams running Grafana in their observability stack should schedule an upgrade to 13.1.6 this sprint.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-15815 — CISA KEV: not listed, EPSS 0.01 · CVE-2026-76154 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-79656 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Plan: Grafana is a common observability-stack component; 13.0.9 patches three CVEs, none KEV-listed and EPSS scores are negligible (0.01, 0.00, n/a), so no forced-action clock exists — schedule an upgrade to v13.0.9 this sprint as a routine security hardening step.
- CI/CD — Skip
- Leader — Skip
- Signals: major release (13.0) · CVE-2026-15815 — CISA KEV: not listed, EPSS 0.01 · CVE-2026-76154 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-79656 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Plan: Grafana is a standard observability component in Platform’s stack; four CVEs are patched in 12.4.11, but none appear in CISA KEV and EPSS scores are near zero, so schedule the upgrade this sprint rather than treating it as an emergency hotfix.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-12704 — CISA KEV: not listed, EPSS 0.00 · CVE-2026-15815 — CISA KEV: not listed, EPSS 0.01 · CVE-2026-76154 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Plan: If you run Azure PostgreSQL Flexible Server with logical replication, add the new logical_replication_slot_sync_status Azure Monitor metric to your dashboards and alerts this quarter to catch slot lag before it bloats WAL retention.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Learn: Teams running ECS Managed Daemons (e.g. CloudWatch agents, sidecar proxies) now have a single console pane showing deployment progress, circuit-breaker state, and failure reasons with log links — no configuration needed, just available. Worth knowing but requires no action or planning.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: A real-world case study on migrating a large-scale metrics pipeline from gostatsd to OpenTelemetry—useful for teams evaluating or planning a similar transition, but no action required today.
- CI/CD — Skip
- Leader — Learn: Illustrates the organizational and technical scope of a metrics platform migration to OpenTelemetry, relevant for leaders assessing OTel adoption on the golden path.
- Platform/SRE — Learn: The consolidated 4,096-byte limit and new CloudWatch/CloudTrail session token size metrics are worth noting for teams that use large inline policies or session tags in STS calls; no action required, no deadline, but the new metrics can surface token-bloat issues proactively.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New GA capabilities in Grafana Cloud’s DEM stack—Session Replay and enhanced synthetic checks—could reshape how platform teams approach frontend observability alongside existing backend signals, but no action or deadline is attached.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Two Go library security fixes (compress, x/crypto) plus serious TSDB bugs — deleted series causing missing samples after restart and out-of-order queries blocking compaction for hours causing memory growth — make this a priority upgrade for any team on Prometheus 3.13.x; no KEV listing or hard deadline, but schedule 3.13.3 upgrade this sprint.
- CI/CD — Skip
- Leader — Skip
- Signals: deprecation mentioned (no explicit date found)
- Platform/SRE — Learn: Beta (pre-GA) native histograms are now enabled by default in Kubernetes 1.37, changing how latency/duration metrics are exposed by core components like the API server; worth evaluating Prometheus and Grafana compatibility before upgrading clusters to 1.37.
- CI/CD — Skip
- Leader — Skip
- Signals: Kubernetes 1.37 EOL 2027-10-28 · Kubernetes 1.36 EOL 2027-06-28 · pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Learn: New GA observability capability for HealthOmics workflows emitting CPU, GPU, memory, and storage metrics via OpenTelemetry to CloudWatch; relevant only if you operate bioinformatics workloads on HealthOmics, with no operational change required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: If your team uses Grafana Cloud Synthetic Monitoring with custom labels, plan to migrate dashboards, SLOs, alerts, and PromQL queries to the new label format (no
label_prefix, labels on all check metrics) before the March 1, 2027 deadline to avoid breakage. - CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Teams using Transit Gateway inter-Region peering can now add network health indicators to CloudWatch dashboards and alarms, reducing time to isolate AWS-side degradation; evaluate adding NHI alarms to existing TGW peering path monitoring this quarter.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA feature meaningfully improves API Gateway observability: 1 KB log truncation was a real debugging blind spot, and the new ability to route up to 1 MB events to S3 (Parquet/Athena), CloudWatch, or Firehose simultaneously is worth adding to the observability platform this quarter. Plan to reconfigure API Gateway REST API logging destinations and validate cost impact under vended logs pricing.
- CI/CD — Skip
- Leader — Learn: The shift to vended logs pricing and multi-destination routing is relevant for observability cost architecture — routing long-term logs to S3/Athena instead of CloudWatch can reduce ingestion costs — but no strategic decision or vendor risk is triggered here.
- Platform/SRE — Learn: Five new standardized Node conditions (DrainInProgress, Drained, MaintenancePlanned, MaintenanceInProgress, GracefulNodeShutdownInProgress) give operators a shared Kubernetes-native way to observe drain and maintenance state. Worth evaluating for alerting and automation integration, but the feature is newly introduced (likely alpha) so no production adoption yet.
- CI/CD — Skip
- Leader — Skip
- Signals: Kubernetes 1.37 EOL 2027-10-28 · deprecation mentioned (no explicit date found)
- Platform/SRE — Learn: SSM now surfaces six additional root-cause categories (IAM, agent version, OS config, etc.) for unmanaged EC2 instances, reducing time-to-resolution for fleet onboarding issues. No migration or deadline; worth noting for teams that struggle to diagnose why instances fall out of SSM management.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Explores patterns for exposing per-tenant GPU utilization metrics without cross-tenant visibility leakage — worth reviewing if you operate shared GPU clusters, but no tooling release or deadline anchors this as actionable now.
- CI/CD — Skip
- Leader — Learn: Addresses the cost-attribution problem for shared GPU infrastructure, relevant if GPU spend is a significant and hard-to-attribute budget line, but this is a design pattern post rather than a strategic decision trigger.
- Platform/SRE — Learn: New GA capability on Timestream for InfluxDB 3 that lets you push custom transformation and alerting logic into the managed database; worth evaluating if your observability stack already uses this service, but no migration or deadline pressure.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Skip
- CI/CD — Learn: Describes an approach to adding pipeline observability (queue times, flakiness, latency) without modifying workflow files — worth evaluating when improving CI visibility, but no deadline or GA product to adopt yet.
- Leader — Skip
- Platform/SRE — Plan: Teams running MWAA Provisioned environments should evaluate the new one-click recommended alarms and built-in metrics dashboard as a quick win for observability coverage without manual CloudWatch alarm configuration.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Teams running ECS with Managed Daemons for logging or metrics collection should evaluate configuring auxiliary daemons as non-critical to prevent churn on mission-critical tasks; no deadline, but worth adopting this quarter when reviewing ECS daemon configurations.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA capability unifies monitoring of self-managed PostgreSQL on EC2 alongside RDS/Aurora in a single console; worth evaluating if you run mixed database fleets to consolidate your observability stack.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA capability lets platform teams migrate high-volume compliance and audit Azure tables to the lower-cost Auxiliary plan without rebuilding pipelines. Evaluate which existing Log Analytics tables qualify for plan switching this quarter to reduce observability ingestion costs.
- CI/CD — Skip
- Leader — Plan: The plan-switching capability is a concrete FinOps lever for reducing Azure Monitor spend on high-volume, rarely-queried compliance logs. Worth scheduling an audit of Log Analytics table plans to identify cost-reduction opportunities within the current planning cycle.
- Signals: GA announcement
- Platform/SRE — Plan: If you operate workloads in Azure Government or Azure China, this new GA log tier offers a cheaper ingestion and retention path for high-volume compliance/audit logs — evaluate whether shifting verbose log streams to Auxiliary tables reduces your Monitor costs this quarter.
- CI/CD — Skip
- Leader — Learn: Auxiliary Logs adds a cost-effective tier for compliance and audit log retention in sovereign cloud regions; useful context if the org has Azure Government or China footprint and is managing observability spend, but no strategic decision is forced.
- Signals: GA announcement
- Platform/SRE — Learn: Teams using Azure Monitor who store high-volume telemetry in Basic or Auxiliary tiers can now query that data through the AI observability agent without changing storage strategy; worth evaluating during next observability stack review.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Learn: A conceptual overview of Kubernetes observability patterns — useful for shaping how SREs reason about distributed tracing, metrics, and logs across complex workloads, but no new tooling, GA release, or deadline requiring action.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA WarmUpConfiguration parameter lets teams delay alarm evaluation after resource creation, reducing on-call noise from missing-data transitions during startup. Update IaC alarm definitions (Terraform/CloudFormation) to include warm-up periods for resources that take time to begin emitting metrics.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Graduation signals long-term project stability, reinforcing OTel as the safe default for new observability pipelines — no operational change required today.
- CI/CD — Skip
- Leader — Learn: CNCF graduation confirms OTel as a low-risk, long-term standard alongside Kubernetes and Prometheus — useful context when evaluating observability vendor lock-in or standardizing on OTel in the golden path.
- Platform/SRE — Learn: The instrumentation quality report concept — systematically scoring services for metric/log/trace coverage and correlation gaps — is a useful framework for platform teams managing multi-service observability, though this is a Grafana Cloud-specific feature with no deadline or migration required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Teams running Amazon Linux 2023 or other systemd-only distros no longer need disk-export workarounds to ship structured journal logs to CloudWatch. Update the CloudWatch agent to the latest version and add a journald config block to consolidate logging for those instances this quarter.
- CI/CD — Skip
- Leader — Skip
Learn
archived
Scaling Grafana Alloy as a central telemetry gateway: capacity planning and production lessons
- Platform/SRE — Learn: Detailed production guide for sizing and load-testing a centralized Alloy collector fleet on Kubernetes, with real anonymized enterprise data; valuable for anyone planning or auditing their observability pipeline architecture, but no version change or deadline makes this actionable today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: The pattern of combining scheduled synthetic checks with real-user (RUM/frontend) telemetry is a useful mental model for SREs who hit false-green or false-red alert situations; no action required, but worth folding into observability stack design thinking.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful walkthrough for surfacing per-run traces, metrics, and logs from HCP Terraform agents via Alloy into Grafana Cloud — worth evaluating if Terraform run latency visibility is a gap, but no deadline or urgent gap drives action today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Grafana’s early experiment shows structured topology context dramatically improves LLM root-cause accuracy (15/16 vs 1/16 correct), but this is explicitly pre-GA research — worth tracking as AI-assisted incident response matures, not yet actionable.
- CI/CD — Skip
- Leader — Learn: The finding that structured knowledge graphs outperform raw telemetry for AI debugging agents is a useful framing for evaluating observability platform strategy, but Grafana’s own results are early-stage and vendor-sourced — no investment or toolchain decision is warranted yet.
- Platform/SRE — Learn: Platform teams running Grafana may find this useful for topology and dependency dashboards, but the Graphviz panel is still in private preview so no action is warranted yet.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Session Replay extends the Grafana Cloud observability platform with visual user-journey reconstruction, useful context if the team already uses Grafana Cloud Frontend Observability — but the feature is in public preview so no adoption action yet.
- CI/CD — Skip
- Leader — Learn: If Grafana is the org’s observability standard, this preview signals Grafana expanding into frontend UX monitoring — worth tracking as it approaches GA to evaluate whether it replaces a separate session-replay tool in the stack.
- Platform/SRE — Learn: Explains a GA intelligent sampling policy in Grafana Cloud Traces that aims to give fairer service representation within a trace budget; worth evaluating if already on Grafana Cloud, but no deadline or operational forcing function.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Grafana 13.2 introduces team-shared saved queries and a new panel sidebar — useful UX improvements for teams running Grafana as their observability frontend, but no breaking changes, security fixes, or architecture impact that would prompt a scheduled upgrade.
- CI/CD — Skip
- Leader — Skip
- Signals: Grafana 13.2 EOL 2027-05-18
- Platform/SRE — Plan: Three behavioral changes affect running Prometheus deployments: the stats query-parameter deprecation (other values still work but will be rejected in the next major), the __meta_hetzner_datacenter label drop for hcloud targets, and PromQL duration expressions now enabled by default. Review your relabeling configs, any Hetzner service-discovery rules, and PromQL queries before upgrading; no hard deadline yet since rejection is deferred to the next major release.
- CI/CD — Skip
- Leader — Skip
- Signals: deprecation/EOL deadline mentioned: 2026-08-17
- Platform/SRE — Plan: CVE-2026-17183 is patched in 13.2.0; EPSS is 0.00 and it is not KEV-listed, so there is no emergency, but schedule an upgrade of self-hosted Grafana this quarter to pick up the security fix and the alerting notifications API migration to v1beta1.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-17183 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Plan: Grafana is a common observability stack component; CVE-2026-17183 is not KEV-listed and carries EPSS 0.00, so no active exploitation signal, but schedule an upgrade to 13.1.4 this sprint as standard patch hygiene.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-17183 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Plan: CVE-2026-17183 is fixed in this patch for Grafana, which is common observability infrastructure. Not KEV-listed and EPSS is 0.00, so no forced urgency, but schedule an upgrade to 13.0.7 this sprint as standard security hygiene.
- CI/CD — Skip
- Leader — Skip
- Signals: major release (13.0) · CVE-2026-17183 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Plan: Grafana 12.4.9 includes a security fix for CVE-2026-17183 (not KEV-listed, EPSS 0.00 — no active exploitation). Schedule an upgrade to 12.4.9 in your next maintenance window; no emergency action required.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-17183 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Learn: Atlassian’s approach to automated multi-signal correlation for root cause analysis is a useful design reference for SREs managing complex microservice telemetry, but there’s no tooling release or operational change required today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: A solid explainer on liveness, readiness, and startup probes that may refine how you configure them on workloads, but no operational change required today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful new GA observability capability for teams running Aurora DSQL — per-statement wait states and normalized SQL at no extra cost — but no migration or upgrade required; worth noting when evaluating DSQL observability strategy.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Practical pattern for correlating database query telemetry with reliability signals via OTel — worth reading to refine observability pipeline design, but no operational change required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: GA additions to CloudWatch pipelines reduce the need for custom log-transformation Lambda functions or external processors; evaluate replacing any bespoke RDS/XML parsing glue with these managed processors during the next observability stack review.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Plan: Teams using CloudWatch Centralization can now preserve cost, ownership, and compliance tags across accounts — worth enabling tag propagation on existing centralization rules to unlock IAM scoping and per-team cost attribution in Cost Explorer.
- CI/CD — Skip
- Leader — Learn: Tag propagation on centralized logs enables per-team observability cost attribution out of the box, which may inform how your org structures log ownership and FinOps reporting for multi-account environments.
- Platform/SRE — Plan: Rule hit counts are now enabled by default on AWS Network Firewall stateful rules, enabling detection of shadow, redundant, and unused rules — worth scheduling a policy audit this quarter to clean up firewall rule sets.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful S3 IAM debuggability improvement — policy ARNs now appear directly in 403 error messages, reducing time spent hunting down which SCP or identity-based policy caused a denial. No configuration required; available automatically across all regions.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: AKS operators can now collect native control plane metrics (API server, etcd, scheduler) through Managed Prometheus without custom exporters — worth scheduling adoption this quarter to close gaps in cluster observability.
- CI/CD — Skip
- Leader — Skip
- Signals: GA announcement
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: Per-model token visibility in GitHub Copilot usage reports aids cost attribution and helps leaders optimize AI spend across models — useful context when reviewing Copilot licensing costs but no decision required now.
- Platform/SRE — Learn: Explores using observable policy as code to guide application behavior on Kubernetes — worth reading for platform teams evaluating OPA/Kyverno patterns, but no concrete operational change required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Addresses a real gotcha in Istio+Kiali+Prometheus setups where request metrics get double-counted; worth reading if you operate a service mesh and are debugging unexpected metric values.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA feature replaces bespoke health-monitoring scripts for EC2 workloads and integrates with Auto Scaling recovery — worth evaluating this quarter to simplify the observability stack for any EC2-based services.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Grafana 13.1.2 fixes CVE-2026-13438 in software Platform teams commonly operate; schedule the upgrade this sprint. No forced timeline — the CVE is not KEV-listed and no active exploitation is reported.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-13438 — CISA KEV: not listed, EPSS n/a
- Platform/SRE — Skip
- CI/CD — Skip
- Leader — Learn: If your org uses GitHub Copilot with partner agents, this API addition lets you track agent app usage alongside standard Copilot metrics, useful for cost attribution and adoption reporting.
- Platform/SRE — Learn: New CloudWatch metrics for WorkSpaces Applications session health and resource utilization are useful if you manage a WorkSpaces fleet, but there’s no deadline or forced migration — worth noting for dashboard updates during next review cycle.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New free CloudWatch metrics for WorkSpaces cover network, compute, storage, and session health — worth incorporating into dashboards if your org runs WorkSpaces as part of the platform, but no migration or deadline required.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: If you run MSK Provisioned clusters, enable Authorizer Log Delivery to route denied-access events (with client IP and API) to CloudWatch, S3, or Firehose — useful for security auditing and troubleshooting auth issues at no added cost.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Two GA releases are worth scheduling for adoption: native OTLP metric ingestion into Cloud Monitoring via the Telemetry API (evaluate replacing or supplementing existing collector pipelines), and Cloud SQL for MySQL performance capture with configurable thresholds for long-running transactions and new triggers like CPU, memory, and lock waits.
- CI/CD — Skip
- Leader — Learn: The Telemetry API GA enables native OTLP ingestion into Cloud Monitoring, which may affect the build-vs-buy decision for third-party observability tooling on GCP; no strategic decision is required yet.
- Signals: GA announcement
- Platform/SRE — Learn: Practical production experience showing where traditional APM falls short for AI agent workloads; useful for teams beginning to run agents on shared infrastructure and thinking about what to instrument.
- CI/CD — Skip
- Leader — Learn: Shapes strategic thinking on observability tooling gaps as AI agents move into production; relevant when evaluating whether current APM investments cover emerging agent-based workloads.
- Platform/SRE — Plan: Grafana Agent Observability is now GA on Grafana Cloud, offering structured monitoring for LLM agent behavior, prompt lineage, and scaling. Platform teams operating agent workloads should evaluate adopting it this quarter as a dedicated layer alongside their existing Grafana stack.
- CI/CD — Skip
- Leader — Learn: Grafana’s GA release of purpose-built agent observability tooling reflects a maturing category for AI workload monitoring; useful framing for leaders deciding where to invest observability capabilities as agent-based products scale.
- Signals: GA announcement
- Platform/SRE — Learn: If you run Cortex for long-term Prometheus/OTel storage, review the published audit findings to check whether any discovered issues affect your deployment configuration.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Preview feature that could eventually simplify cross-platform observability data sharing from Log Analytics into OneLake; no action warranted until GA.
- CI/CD — Skip
- Leader — Learn: Worth tracking as a potential data-platform consolidation play for orgs already invested in both Azure Monitor and Microsoft Fabric; pre-GA so no decision needed yet.
- Signals: pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Learn: Useful pattern for teams running scale-to-zero workloads where liveness/readiness probes inadvertently prevent genuine idle state; worth evaluating KubeElasti’s ProbeResponse approach when designing or reviewing autoscaling configurations.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Teams using IP allowlisting to permit Grafana Cloud traffic must migrate from legacy per-product endpoints (JSON, txt, DNS) to the new unified Allowlist API before January 31, 2027, when the old formats stop being maintained; schedule the allowlist automation update and test before the deadline.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: If your org uses Lambda Managed Instances for high-volume EC2-backed workloads, structured JSON lifecycle logs (launches, terminations, health checks) are now auto-enabled in CloudWatch — useful context for diagnosing provisioning issues, but no action required since it ships on by default.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: OTel’s graduation signals long-term project stability, reinforcing it as a safe foundation for observability pipelines — no immediate change required to existing deployments.
- CI/CD — Skip
- Leader — Learn: CNCF graduation reduces vendor-lock-in risk and strengthens the case for standardizing on OTel as the org’s observability layer — relevant for golden-path decisions this planning cycle.
- Platform/SRE — Plan: ALB logs are now a first-class CloudWatch vended log type, enabling Logs Insights queries, metric filters, and Live Tail for load balancer traffic without custom shipping pipelines; evaluate adopting telemetry enablement rules to standardize coverage across accounts, noting the per-GB vended log cost vs. free S3 delivery.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful CloudWatch architecture change for teams running Bedrock AgentCore—unified per-agent log groups simplify IAM scoping and CMK encryption, but this is an AI-agent platform feature with no infra operational urgency.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Grafana Cloud now supports label-based cost attribution (e.g., team, env) across metrics, logs, traces, k6, and Synthetic Monitoring — useful context for platform teams that want to support internal showback models, but no migration or deadline is involved.
- CI/CD — Skip
- Leader — Plan: Evaluate enabling Grafana Cloud cost attribution labels this quarter if the org needs chargeback or showback across teams; the new k6 and Synthetic Monitoring coverage makes this a more complete FinOps lever for observability spend.
- Platform/SRE — Learn: An interesting open-source SIEM/XDR option using eBPF monitoring and high-throughput ingestion; worth evaluating as an observability and security pipeline component, but no EOL pressure or operational urgency.
- CI/CD — Skip
- Leader — Learn: A nascent open-source SIEM/XDR project worth watching as a potential alternative to commercial SIEM vendors, but too early (60 stars, no enrichment signals) to drive a platform strategy decision.
- Platform/SRE — Plan: This GA feature surfaces previously opaque ECS service-side deployment events — state transitions, circuit-breaker rollbacks, Managed Daemon updates — directly into CloudWatch, S3, or Firehose. Platform teams running ECS should evaluate opting in at the cluster level to reduce MTTR on deployment incidents without waiting on AWS Support.
- CI/CD — Learn: ECS Action Logs expose service-side operations that can help diagnose failures in pipeline-triggered deployments, but no pipeline changes are required — this is an opt-in ECS console/CloudWatch feature, not a build or artifact system change.
- Leader — Skip
- Platform/SRE — Learn: New GA CloudWatch feature ingesting OpenTelemetry metrics from coding agents; no infrastructure changes required, but platform engineers who own the observability stack should note it as a new dimension of telemetry available alongside existing operational data.
- CI/CD — Skip
- Leader — Plan: Directly addresses AI coding tool ROI governance — token spend, commit throughput, PR velocity, and cost-per-model comparisons; evaluate enabling Coding Agent Insights this quarter to inform decisions on expanding or right-sizing AI tool access across teams.
- Platform/SRE — Learn: Pre-GA feature that separates GenAI prompt/response telemetry into a dedicated table with access controls — worth evaluating if you operate AI workloads on Azure Monitor, but no action warranted until GA.
- CI/CD — Skip
- Leader — Skip
- Signals: pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Learn: Reframes how to evaluate LLM inference infrastructure capacity; useful context when sizing or optimizing a self-hosted model-serving stack, but no operational change required today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Teams running OpenSearch Service domains or serverless collections with Dashboards tenants and saved objects can now migrate to the new OpenSearch UI without manual recreation; worth scheduling as a low-risk migration this quarter to reduce legacy UI dependency.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: New GA functions like outlier detection, sessionization, and cidrlookup enrich the observability toolkit for teams already on CloudWatch Logs; no migration or operational change required, but worth knowing when debugging complex log patterns.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: A GA Kubernetes logging tool (helm/v0.10.1) that merges multi-container logs into a single timeline and now adds ripgrep-backed remote search via a DaemonSet agent; worth evaluating if the team lacks a lightweight log-tail solution between kubectl and a full ELK/Loki stack.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Preview-stage enhancement to Azure Monitor platform metrics — worth evaluating for improved resource health and operational visibility, but pre-GA caps this at Learn until it reaches general availability.
- CI/CD — Skip
- Leader — Skip
- Signals: pre-GA (alpha/beta/RC/preview)
- Platform/SRE — Plan: New GA capability that can eliminate the need to export verbose logs to S3 or filter them for cost reasons — evaluate enabling account-level intelligent tiering this quarter to simplify your observability stack and reduce log storage spend.
- CI/CD — Skip
- Leader — Plan: This changes the unit economics of CloudWatch log retention, making it viable to keep high-volume logs natively rather than running export pipelines to cheaper storage; include in the next FinOps/observability cost review cycle.
- Platform/SRE — Learn: Grafana is a staple observability tool for platform teams; an AI assistant that correlates queries across 30+ connected data sources could meaningfully shorten MTTD during incidents, worth evaluating if your stack is already Grafana-heavy, but no operational change is required today.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: New GA capability that consolidates CloudFront Function decisions (A/B variants, auth outcomes, routing) directly into access log records, eliminating cross-system correlation with CloudWatch Logs. Worth adopting in existing CloudFront Functions this quarter by replacing or augmenting console.log() with cf.logCustomData().
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: A solid walkthrough for extending HPA with custom signals (queue depth, connection counts) via a Prometheus-compatible exporter — useful design reference but no operational change required to existing clusters.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: OpAMP-based remote management of OTel Collector fleets is a useful pattern for platform teams running observability at scale, but it’s a design consideration rather than an urgent operational change.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful pattern for operators managing Kubeflow: the plugin surfaces notebook servers, training jobs, and pipelines as first-class resources in Headlamp rather than requiring kubectl fallback. Worth evaluating if the cluster hosts ML workloads, but nothing running today requires a change.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Prometheus is core observability infrastructure; upgrade to v3.5.5 to patch CVE-2026-53606 in the UI’s sanitize-html dependency. Exploitation risk is low (EPSS 0.00, not KEV-listed), so this is routine patching rather than an emergency.
- CI/CD — Skip
- Leader — Skip
- Signals: CVE-2026-53606 — CISA KEV: not listed, EPSS 0.00
- Platform/SRE — Learn: Practical methodology for SREs who already run Grafana Cloud: pulling real traffic patterns and latency distributions into k6 test scenarios produces more honest baselines than synthetic assumptions. No action required today, but worth adopting as the team’s standard load-testing practice.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: This GA major release changes how Tempo is deployed at scale — removing the RF3 requirement reduces storage overhead and the new Kafka-compatible architecture decouples read/write paths. Teams running Tempo should schedule an upgrade evaluation this quarter to assess the operational and cost impact.
- CI/CD — Skip
- Leader — Learn: The RF3 removal and new architecture lower the infrastructure cost of running distributed tracing at scale, which is a useful data point if Tempo is part of the observability standard — but no strategic decision is forced by this release.
- Signals: GA announcement · major release (3.0)
- Platform/SRE — Learn: AI-assisted incident investigation and auto-remediation in Grafana Cloud is directly relevant to SRE workflows, but the feature is explicitly in public preview, capping this at Learn until GA.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Describes Grafana Cloud’s knowledge-graph approach to correlating logs, traces, metrics, and profiles across services, pods, and clusters in a single view — useful mental model for teams evaluating or already running Grafana Cloud’s Application Observability and Kubernetes Monitoring products, but no new release or actionable change.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Plan: Grafana 13.1 ships GA improvements to Git Sync — GitHub App auth, GitLab/Bitbucket support, and in-place provisioned-folder imports — that meaningfully advance dashboard-as-code workflows for teams already on Grafana. Evaluate adopting these features this quarter; EOL for 13.1 is 2027-03-20, so no immediate upgrade pressure.
- CI/CD — Skip
- Leader — Learn: Grafana’s investment in native GitOps (Git Sync) and AI-assisted querying across more data sources signals where observability tooling is heading; useful context for evaluating observability-as-code as an org standard, but no strategic decision is forced by this release.
- Signals: Grafana 13.1 EOL 2027-03-20 · GA announcement
- Platform/SRE — Learn: An early-stage open-source project offering zero-instrumentation eBPF observability and LLM-driven remediation for Kubernetes is worth evaluating, but no GA signal or enrichment data exists to justify adoption planning yet.
- CI/CD — Skip
- Leader — Skip
- Platform/SRE — Learn: Useful context for teams running Volkov Labs BI plugins on Grafana: the maintenance window is extended and Grafana 13 / React 19 compatibility is done, but no action is required now and the post-2026 path remains undefined.
- CI/CD — Skip
- Leader — Plan: If the org is standardized on Volkov Labs BI plugins, the finite maintenance window expiring at end of 2026 warrants a strategic review this quarter — engage Grafana Labs on long-term product direction or evaluate alternative BI visualization solutions before the commitment lapses.
- Platform/SRE — Learn: Useful reference for SREs managing Grafana Cloud RBAC as observability centralizes across teams, but no operational change required — no EOL, deprecation, or security anchor present.
- CI/CD — Skip
- Leader — Learn: Outlines a scalable access governance model for centralized observability platforms, relevant when evaluating Grafana Cloud as a standard or managing sprawl across cloud/on-prem data sources.