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    15 articles tagged SRE, newest first.

    SRE
    Toil
    Automation

    Measuring Toil Reduction in SRE and Operations

    How to measure toil reduction in SRE and infrastructure operations with task frequency, manual minutes, exception handling, MTTR and SLO guardrails.

    July 20, 2026
    10 min read read
    SRE
    Error Budget
    Reliability

    How to Use Error Budgets to Balance Releases and Reliability Work

    Use SLO error budgets as a release gate: 30-day rolling windows, fast and slow burn alerts, freeze thresholds, and how to prioritize reliability work.

    July 14, 2026
    10 min read read
    Infrastructure Automation
    Change Management
    SRE

    How Automation Blocks Dangerous Production Commands

    How blacklists, approved script versions, scoped permissions, canary runs, rollback and two-person approval stop automation running dangerous commands.

    July 4, 2026
    10 min read read
    Incident Management
    Postmortem
    SRE

    Automatic Incident Postmortems from Alarms and Work Orders

    Incident postmortems can be generated automatically when the incident-response system captures the evidence while the incident is happening.

    July 3, 2026
    10 min read read
    SRE
    SLO
    AI Infrastructure
    Reliability

    MTTD, MTTR, SLOs and Error Budgets for AI Infrastructure

    How MTTD, MTTR, SLOs, error budgets and burn rate apply to AI inference, training and infrastructure, with formulas, example targets and dashboard metrics.

    June 12, 2026
    10 min read read
    Automation
    SRE
    IT Operations

    How IT Teams Can Measure Whether Automated Remediation Is Working

    Metrics that show whether automated remediation improves IT operations: MTTR, MTTD, toil, rollback and recurrence, SLOs, and L1 to L3 risk tiers.

    June 12, 2026
    10 min read read
    Datadog
    New Relic
    Observability
    SRE

    If New Relic Is Fading, Datadog Isn't Automatically the Happy Ending

    As teams rethink older observability vendors like New Relic, buyers are questioning Datadog and the premium platform model on cost, trust and fatigue.

    March 27, 2026
    6 min read read
    Datadog
    Incidents
    SRE
    Monitoring

    Datadog Still Shines in an Outage, So Why Are Buyers Torn?

    Recent debate around Datadog shows a familiar split: teams trust it in incidents, but many no longer trust how much pain comes with keeping that trust.

    March 14, 2026
    6 min read read
    Datadog
    Renewal
    SRE
    Observability

    Datadog Fatigue: Why Teams Sound One Renewal Away From Snapping

    Datadog users sound worn out by pricing, packaging and renewal fights, even when they like the product. Why that fatigue matters for the vendor.

    March 12, 2026
    6 min read read
    Observability
    Monitoring
    Telemetry
    SRE

    Everyone Wants Observability But Nobody Knows Where to Start

    Teams buy observability tools before learning the concept. The theory, a hands-on learning path with OpenTelemetry, and how it differs from monitoring.

    March 10, 2026
    5 min read read
    Prometheus
    Cardinality
    SRE
    Monitoring

    How One Team Cut Prometheus Memory From 60GB to 20GB

    A real case study on cutting Prometheus memory usage from 60GB to 20GB by identifying toxic labels and reclaiming scrape reliability.

    January 22, 2026
    8 min read
    Kubernetes
    DevOps
    SRE
    Cloud Native
    War Stories

    Real Stories from Kubernetes Admins Keeping Production Stable

    Kubernetes admins share war stories: SELinux mandates from the CEO, vendor add-ons, Vault and ESO without docs, and homelab crash loops.

    December 8, 2025
    8 min read read
    DevOps
    Monitoring
    Opsgenie
    Incident Management
    Alerting
    SRE

    Opsgenie Alternatives: What DevOps Teams Switch To

    Why DevOps teams are leaving Opsgenie and where they go: Incident.io, Datadog On-Call, FireHydrant, Rootly, JSM Alerts and smaller alerting tools.

    November 15, 2025
    8 min read read
    GitOps
    ArgoCD
    Kubernetes
    DevOps
    SRE
    Production

    When GitOps Meets Emergency Fixes: ArgoCD Operational Lessons

    GitOps can be clean in theory but difficult under production pressure. A practical look at ArgoCD emergency-fix workflows and operational tradeoffs.

    October 20, 2025
    9 min read read
    SRE
    GitOps
    Kubernetes
    ArgoCD
    Incident Response

    Editing in Prod: A Love Letter to SREs Who Broke Glass

    GitOps promises pristine, repeatable deployments until your cluster is on fire at 2AM. Why kubectl edit in prod isn't always a sin.

    October 14, 2025
    7 min read read

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