CI/CD
How to Set Up CI/CD for Your Startup in 2026
A practical guide to building a CI/CD pipeline from scratch. Which tools to pick, how to structure your pipeline, and what to avoid.
March 1, 20268 min read
DevOps · MLOps · AIOps · ISO 27001 · HIPAA · SOC2
Your Engineers Should Ship Features. Not Fight Infrastructure.
We build the DevOps, MLOps, and AIOps infrastructure that lets your team move at full speed - with ISO 27001, HIPAA, and SOC2 compliance built in, not bolted on.
Trusted by engineering teams at
Fintech · Series B
SaaS · Series A
Healthtech · Seed
AI Startup · Series A
E-commerce · Series C
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What We Actually Do
No vague "DevOps consulting." Here is exactly what you get.
0%
Faster deploys on average
0+
Pipelines built
0.0%
Uptime maintained
0M+
Cloud costs saved ($)
Clients include — names hidden by NDA
Series A Fintech
Series B HealthTech
Series C SaaS
Series A E-commerce
Seed EdTech
Series B PropTech
Series A CleanTech
From Broken Pipeline to Production-Ready in 30 Days
Three phases. Fixed timeline. No open-ended engagements.
01
Audit
We dig into your current setup. Deployments, infrastructure, bottlenecks. You get a detailed report in 48 hours with a clear picture of what is broken and why.
02
Build
We design and deploy your pipeline. CI/CD, Kubernetes, monitoring, secrets management. Done in 2–4 weeks, handed over with full documentation.
03
Manage
Optional ongoing management. We keep things running, optimize costs, and handle incidents so your team doesn't have to context-switch into infrastructure problems.
The honest comparison
Why Not Just Hire on Upwork?
Upwork has 434+ open DevOps jobs right now. Here's why the companies that tried it first end up here.
| What you're evaluating | Upwork / Toptal freelancer | RKSSH LLP |
|---|---|---|
| Who does the actual work? | One person - if they get sick, go dark, or burn out, your project stalls. | A dedicated team: architect, DevOps specialist, and cloud engineer working in parallel. |
| What are you paying for? | Hourly rate. The clock runs whether the work is good or not. | Fixed-scope deliverable. You pay for the outcome - a working pipeline, not hours. |
| Vetting & risk | Reviews and portfolios can be gamed. You don't know until week 3. | Free audit first - you see how we think before spending a dollar on a paid engagement. |
| Documentation & handoff | Most freelancers leave with the knowledge in their head. Your team is stuck. | Every engagement ends with full runbooks, architecture diagrams, and a 2-week handoff. |
| Ongoing support | Re-open the contract, re-negotiate, wait for availability. | Managed retainer available. Slack channel, 24/5 incident response, quarterly reviews. |
| Compliance & security | Most DevOps freelancers don't touch ISO 27001, HIPAA, or SOC2. | Compliance-first by default - audit trails, secrets management, and policy-as-code built in. |
The Exact Problems We Solve
These are the six job categories flooding Upwork right now. We specialise in all of them - with a team, not one person.
CI/CD Pipeline Rescue
#1 on Upwork right nowYour pipeline is broken, flaky, or takes 40 minutes. We've rebuilt hundreds. Typically fixed and documented in 2 weeks.
Kubernetes Migration
Most common askDocker Compose running in production. We migrate you to EKS/GKE/AKS with autoscaling, monitoring, and zero-downtime deploys.
Cloud Cost Reduction
Immediate ROIMost funded startups waste 30–40% of their AWS/GCP bill. We find and cut it - average savings $4K–$12K/month.
MLOps & LLM Infrastructure
AI infra · fastest growingGPU clusters, model serving (Triton, BentoML, vLLM), LLM deployment pipelines, and vector DB ops. The fastest-growing niche in 2026.
Compliance-Driven DevOps
High-value · recurringSOC2, HIPAA, ISO 27001 - built into the pipeline, not audited after the fact. Critical for FinTech, HealthTech, and Series B+ fundraising.
Platform Engineering
Series B+ scaleInternal developer platforms, golden paths, self-service infrastructure. Unlocks your engineers from DevOps tickets for good.
Real Results, Not Marketing Fluff
A Series B fintech with 18 engineers. Their deployments took 45 minutes, required manual SSH access, and failed 30% of the time. We fixed it in 3 weeks.
Deploy time
45 min
3 min
93% faster
Deploy frequency
2/week
20/day
10× more often
Failed deploys
30%
0.2%
99% fewer failures
Monthly cost
$18K
$11K
$7K saved
deploy.sh (manual)BEFORE
09:14:23$ ./deploy.sh
09:14:24Connecting to server...
09:14:54ERROR: SSH connection timeout
09:14:55Retrying (1/3)...
09:18:12Copying files... 12%
09:23:45Running migrations...
09:24:01ERROR: Migration failed
09:24:30Rolling back...
09:45:12⚠ Rollback complete. Deploy failed.
09:45:13Total time: 31 minutes. Status: FAILED
ci-pipeline.yml (automated)AFTER
09:14:23$ git push origin main
09:14:24✓ Pipeline triggered
09:15:10✓ Tests passed: 47/47
09:15:45✓ Docker build complete
09:15:52✓ Pushed to registry
09:16:01✓ Deploying (canary 10%)...
09:16:15✓ Health checks passing
09:16:30✓ Promoting to 100%
09:16:45✓ Deployment complete. 0 downtime.
09:16:46Total time: 2m 22s. Status: SUCCESS
What Engineering Leaders Say
From CTOs who stopped waking up to 3am alerts.
“We were hemorrhaging engineering hours on deployment issues. rkssh rebuilt our entire pipeline in 3 weeks. Haven't had a deployment incident since.”
MC
Marcus Chen
VP of Engineering · Series B Fintech
“We went from 5 to 50 engineers without the infrastructure falling apart. That doesn't happen by accident. The platform engineering work rkssh did was foundational.”
PN
Priya Nair
CTO · SaaS Platform
“The audit alone was worth it. We thought we had a deployment problem. Turns out it was a Kubernetes misconfiguration costing us $4,200 a month.”
JO
James O'Brien
Founder & CEO · Series A Startup
Stop Wasting Engineering Hours on Deployments
Book a free 30-minute pipeline audit. No pitch. Just honest advice on what is slowing your team down.
Book Your Free Audit30 minutes · no commitment · usually responds same day
From the Blog
Practical DevOps insights. No filler content.
Kubernetes
Kubernetes vs ECS: Which One Does Your Startup Actually Need
The honest answer is: it depends on your team size and how much Kubernetes complexity you want to manage. Here is how to decide.
February 22, 20266 min read
DevOps
The True Cost of Manual Deployments
Manual deployments don't just cost time. They cost money, morale, and shipping velocity. Here is the math that should scare your CFO.
February 15, 20265 min read