Project Overview
We improved delivery speed and reliability by consolidating SCM on GitHub, standardizing CI/CD, and rolling out a unified observability stack with cost visibility.
Business Context
Fragmented tooling and manual steps slowed releases and obscured operational health and spend.
What We Did
Executed a structured migration from Bitbucket to GitHub, built reusable CI/CD pipelines, deployed Prometheus/Grafana/Loki, and introduced budgeting guardrails.
What Was Holding Them Back
Toolchain fragmentation
Inconsistent pipelines and review flows across teams.
Limited visibility
Sparse metrics/logs and no shared dashboards or SLOs.
Cost opacity
No standardized view into cloud spend or rightsizing opportunities.
Target Outcomes
Shorten idea-to-production lead time with robust CI/CD
Unify observability and define SLOs & alerts
Introduce budgeting controls and realize savings
How We Built It
Environment
GitHub organizations and repos, shared runners/Actions; integrations to cloud and on-prem clusters
Practices
Trunk-based development with PR checks, reusable workflows, SRE practices, incident runbooks
IaC & Platforms
GitHub Actions, Terraform (where applicable), integrations to AKS/on-prem clusters
Security
Branch protections, code scanning, image scanning/signing, secret management, least-privilege tokens
Observability
Prometheus for metrics, Grafana dashboards, Loki for logs; alert routes to team channels/on-call
Step-by-Step Implementation
- SCM migration plan and repo-by-repo execution
- Reusable CI/CD templates (build, test, scan, image, deploy)
- Observability stack rollout with SLOs and alerting
- Budgeting dashboards and rightsizing/autoscaling policies
- Training and handover
Measurable Impact
Deployment Frequency
N/A
Lead Time for Changes
N/A
Change Failure Rate
N/A
MTTR
N/A
Cloud Cost
N/A
Uptime
N/A
“Our delivery pace and visibility improved across the board.”
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Technologies Used
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