We build secure platforms on Azure and AWS that automate delivery for apps, models, and LLMs. Moreover, we wire in observability and guardrails from day one.
Why teams choose FastStep Technologies
You need reliable pipelines and clear SLOs. We deliver both.
Our engineers design opinionated foundations, then coach your team to run them. So, you can just launch features sooner and fix issues earlier.
At a glance
- GitOps delivery to AKS and EKS
- Infrastructure as Code with Terraform or cloud-native tools
- OpenTelemetry traces, metrics, and logs to Azure Monitor or CloudWatch/X-Ray
- CI/CD with GitHub Actions, canary or blue/green releases
- MLOps with Azure ML or SageMaker pipelines and registries
- LLMOps with RAG, guardrails, and automated evals
What we deliver
DevOps & Platform Engineering
We create a stable base for web and API teams.
- GitOps with Argo CD or Flux to sync environments
- Containers on AKS/EKS with autoscaling and health probes
- Networking with Cloudflare, ALB/AGIC ingress, and TLS by default
- Observability via OpenTelemetry exporters and dashboards
- Cost controls through sampling, budgets, and alerts
- Backups & DR with tested runbooks and recovery RTO/RPO
Therefore, your releases feel routine, not risky.
LLMOps
Ground answers in your data and keep users safe.
- RAG using Azure AI Search or AWS vector stores
- Guardrails: Azure AI Content Safety Prompt Shields or Bedrock Guardrails
- Prompt versioning with change history and owners
- Automated evaluations with offline sets and online feedback
- Cost and latency tracking per route and per user journey
- Privacy with role-aware access and redaction options
Additionally, we design “I don’t know” fallbacks to prevent guesswork.
Process
1) Discovery
We align on goals, risks, and SLOs. Additionally, we map current tools and costs.
2) Architecture
We propose the stack, access model, and IaC layout. We also define release and rollback paths.
3) Build
We create CI/CD, GitOps, and baseline dashboards. Meanwhile, we migrate one service to prove flow.
4) Hardening
We add policies, SBOMs, and signed images. Then we run fire-drill rollbacks and recovery tests.
5) Enablement
We hand over runbooks and playbooks. Finally, we coach teams during the first release.
FAQs
Do you support hybrid or on-prem?
Yes. We connect to private networks and use self-hosted runners when required.
Can you work with our current pipelines?
Absolutely. We keep what works and replace the risky parts.
How do you control cloud cost?
We set budgets, add sampling, and right-size resources. Moreover, we review bills during handover.
How do you prevent LLM misuse?
We combine Prompt Shields or Guardrails with allow lists, rate limits, and audits.
What happens after launch?
We provide optional retainers for tuning, upgrades, and on-call support.