How To Measure DORA Metrics
Track Deployment Frequency, Lead Time, Change Failure Rate and Time to Restore Service using SCM, CI/CD and incident data with automated baselines.
Read moreAutomation
Blog posts in the Automation category
AI in RBAC Policy Enforcement
Static RBAC is unsafe for agentic cloud systems — AI enforces per-request, context-aware access with short-lived capability tokens.
Read more
5 Namespace Strategies for Cost Control
Use namespace design, quotas, labels and automation to improve cost visibility, right-size resources and cut Kubernetes spend.
Read more
Automated Testing for Data Integrity in Migration
Layered automated validation ensures data completeness, accuracy and business parity during migration while reducing validation effort.
Read more
Best Practices for Multi-Cloud CI/CD Team Collaboration
Practical guidance on standardised pipelines, ownership, automation and governance for secure multi‑cloud CI/CD collaboration.
Read more
Integrating ARM Templates with Azure DevOps
Automate Azure deployments with ARM templates and Azure DevOps: validate, parameterise, secure secrets and build YAML pipelines.
Read more
Automating Patch Management in CI/CD
Automated CI/CD patching closes the gap between vulnerability disclosure and mitigation with continuous scanning, IaC and policy-as-code.
Read more
Kubernetes Traffic Splitting for Canary Deployments
Kubernetes traffic splitting lowers deployment risk and cost by routing a small share to a canary, monitoring and enabling quick rollbacks.
Read more
NLP for CI/CD Pipelines: Benefits and Risks
NLP speeds CI/CD triage to seconds, reduces costs and boosts governance—yet demands strict accuracy, security and cost safeguards.
Read more
How AI Predicts Failures in DevOps Pipelines
AI predicts CI/CD failures by spotting signals in logs, tests and metrics — shifting teams from firefighting to prevention.
Read more
AWS Cost Allocation Tags: Best Practices
Plan, enforce and analyse AWS cost allocation tags with practical naming, governance, automation and reporting best practices.
Read more
5 Steps to Customise Identity Federation Workflows
Five practical steps to tailor identity federation for secure, compliant SSO, workload access and DevOps automation.
Read more