CASE STUDY · DEVOPS & SRE
DevOps, platform engineering & SRE: ship faster without sacrificing reliability.
Illustrative scenario · Sector: SaaS, product engineering and enterprise technology · Solution partner: Brandsmashers Tech
- 4 days → <1Target median lead time for changes
- 12% → <7%Target change-failure rate
01 · PROJECT OVERVIEW
Faster and safer, not just faster.
Engineering leaders are often asked to increase delivery speed. But simply asking developers to “deploy faster” does not solve the problem.
If deployment speed rises while change failures and recovery times rise too, the organisation may become less productive. That is where DevOps, platform engineering and SRE practices matter.
- Standardising environments and deployment workflows on a developer platform
- Automating build, test and deployment with CI/CD
- Provisioning infrastructure as code
- Adding observability and reliability engineering practices
- 1Shorter lead time from commit to production.
- 2More frequent deployments, where appropriate.
- 3Fewer failed changes and faster recovery when one happens.
02 · THE CHALLENGE
Speed and stability pulling apart.
A 45-engineer product team has a 4-day median lead time, 3 deployments a week, a 12% change-failure rate and 5-hour recovery time. It wants to improve delivery speed while keeping the product stable.
- PROBLEM 01Four-day lead time
Finished work waits days for builds, reviews, environments and release windows.
- PROBLEM 02Three deployments a week
Changes are batched, so each deployment carries more risk.
- PROBLEM 0312% change-failure rate
More than one in ten changes causes a problem in production.
- PROBLEM 04Five-hour recovery
Without good observability, finding and fixing failures takes most of a working day.
Add engineering capacity where the bottleneck actually is.
03 · THE APPROACH
Five practices that make speed safe.
Brandsmashers augments the team with DevOps, SRE, platform, cloud, Kubernetes, CI/CD and observability engineers, focused on these areas.
- 01Developer platform
Standardised environments and deployment workflows every team can use.
- 02CI/CD
Automated testing, build and deployment.
- 03Infrastructure as code
Repeatable, reviewable infrastructure provisioning.
- 04Observability
Metrics, logs and traces that help engineers understand system behaviour.
- 05Reliability engineering
Error budgets, incident management and reliability objectives.
- 1→Commit
- 2→Automated tests
- 3→Build
- 4→Deploy
- 5→Observe
- 6Recover fast
04 · RESULTS
The target state.
Not simply more deployments: faster and safer software delivery, measured with the four DORA metrics.
| ENGINEERING METRIC | BASELINE | TARGET |
|---|---|---|
| Engineers | 45 | 45 |
| Lead time | 4 days | Less than 1 day |
| Deployments | 3 a week | Daily or more, where appropriate |
| Change failure rate | 12% | Less than 7% |
| Recovery time | 5 hours | Less than 2 hours |
Engineering metrics are illustrative targets. Industry context is based on Google Cloud’s 2025 DORA research.
- <1 dayLead timeFrom 4 days.
- Daily+Deployment frequencyFrom 3 a week, where appropriate.
- <7%Change failure rateFrom 12%.
- <2 hrsRecovery timeFrom 5 hours.
- Shorter lead time
Automated pipelines and standard environments remove waiting.
- Smaller, safer releases
Frequent deployments carry less risk each.
- Fewer failed changes
Automated testing catches problems before production.
- Faster recovery
Observability and incident practices shorten time to fix.
05 · DELIVERABLES
Who Brandsmashers can add.
- DevOps and CI/CD engineersAutomated build, test and deployment pipelines.
- Platform engineersAn internal developer platform with standard environments.
- SRE engineersError budgets, reliability objectives and incident management.
- Cloud and kubernetes specialistsInfrastructure as code and container platforms.
- Observability engineersMetrics, logs and traces wired into everyday work.
- Delivery
- CI/CDAutomated testingDeployment pipelines
- Platform
- Internal developer platformKubernetesContainers
- Infrastructure
- Infrastructure as codeCloud
- Reliability
- ObservabilityError budgetsIncident management
TAKEAWAYS
Why Brandsmashers.
- 01Measure speed and stability together.
- 02Standardise the path to production with a platform.
- 03Invest in observability before you need it.
- 04Add specialist capacity exactly where the bottleneck is.
- SaaS
- Product companies
- FinTech
- E-commerce
- Enterprise IT
YOUR TURN
Need to ship faster without breaking things?
Building an entire internal team can take months. Staff augmentation from Brandsmashers provides specialised engineering capacity where the bottleneck actually exists.