Cloud & Platform Engineering
Infrastructure your team can change without holding its breath.
A cloud migration that ends with the same servers, now rented by the hour, has bought you nothing except a bigger bill. The value is in the operating model: environments created from code in minutes, deploys that happen several times a week without ceremony, and telemetry good enough that you learn about problems from a dashboard rather than a customer.
- Deploy cadence we build teams toward
- DailyDeploy cadence we build teams toward
- Target mean time to restore
- <1 hrTarget mean time to restore
- Typical first-year cloud spend reduction
- 20–40%Typical first-year cloud spend reduction
Sounds like
You might recognise one of these.
We deploy on Saturday nights because that’s when we can afford to break things.
Our cloud bill tripled and nobody can say exactly why.
Staging doesn’t look anything like production.
We find out about outages from customers.
What this includes
The work, specifically.
Not every engagement needs all of it. This is the range we cover and what each part is actually for.
Infrastructure as code
Terraform or Pulumi for everything, with reviewed changes, plan output on pull requests, and reproducible environments. No console-configured production.
CI/CD and release engineering
Pipelines that run tests, build once, promote the same artifact through environments, and support canary and blue-green rollouts with automated rollback on error budget burn.
Observability
OpenTelemetry traces, structured logs and RED/USE metrics wired in from the first service, plus SLOs and alerts that page on symptoms rather than causes.
Cost engineering
Tagging discipline, per-service unit economics, rightsizing and commitment strategy. We routinely find double-digit percentage savings in the first month, and we show the arithmetic.
Resilience and continuity
Backup and restore that is actually tested, documented recovery objectives, multi-AZ by default and multi-region when the business case supports it.
What you get
Deliverables, not documents.
- Terraform/Pulumi modules covering every environment
- CI/CD pipelines with automated rollback
- SLOs, dashboards and an alert policy on-call can live with
- Cost baseline with a tracked savings plan
- Tested disaster-recovery runbook with measured RTO/RPO
- Platform documentation your engineers maintain after we leave
Shapes
How this usually runs.
Platform assessment
2–3 weeksA review of architecture, delivery pipeline, reliability posture and spend against DORA metrics and the well-architected frameworks, with a ranked backlog.
Foundation build
6–12 weeksLanding zone, networking, identity, pipelines and observability: the substrate everything else deploys onto.
Migration & enablement
3–9 monthsWorkload-by-workload migration with your team embedded, so operational knowledge stays in-house.
Tooling
What we build it with.
No tool here was picked because it was new. Where we do reach for something novel, it is in one place, for a stated reason, and it is written down.
- Clouds
- Infrastructure
- Delivery
- Observability
Questions
Cloud & platform, honestly.
Probably not. Most teams we meet are better served by managed container services or serverless until scale or workload diversity justifies the operational overhead. We’ll recommend the least infrastructure that meets the requirement.
Yes, including GovCloud, FedRAMP-aligned boundaries, HIPAA workloads and on-premise deployments where data residency requires it.
Then stay. The delivery practices that make cloud valuable (infrastructure as code, pipelines, observability) apply on your own hardware too, and we implement them there.
Further reading
What we think about this, at length.
- Systems6 min read
Consensus is not the hard part. Reconfiguration is.
Every distributed-systems reading list ends where the real engineering starts. What breaks in production is the day the topology changes.
- Engineering5 min read
The count is the contract: what semaphores still teach
Nearly every synchronization pattern is the same two operations with a different starting number. Learning that changes how you read concurrent code for good.
Sources
- 1.45 CFR Part 164 Subpart C: Security Standards for the Protection of Electronic Protected Health Information, Electronic Code of Federal Regulations
Next step
Tell us what’s breaking.
Forty-five minutes, no charge, no deck. We’ll tell you what we’d do, what it would likely cost, and whether you should be building this at all.