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Cloud, DevOps & AI Agents

Infrastructure That Ships. Teams That Scale.

We engineer cloud infrastructure and DevOps pipelines for teams that can't afford downtime — plus the RAG, chat and voice agents that operate them. Kubernetes, Terraform, CI/CD, built right the first time.

sourcegit push
--▸
buildCI/CD
--▸
deployprod
orchestratek8s
workernode-1
workernode-2
workernode-3
terminal

$ terraform apply -auto-approve

module.eks.aws_eks_cluster.this: Creating...

✓ Apply complete. 34 added, 0 changed, 0 destroyed.

$ kubectl get pods -n prod

api-7d9f4 Running 0 2m

web-5c2a1 Running 0 2m

$ rootkause audit --read-only

→ 32 checks · waste found: 38% of bill

32

Checks per audit

1 week

Audit turnaround

Read-only

Access needed

₹0

To start

Stack we work with

The tools, every day.

Cloud-native where it fits, open source where it's better — configuration management, CI/CD, GitOps, scanning, observability, tracing and cost management.

AWS

AWS

Kubernetes

Terraform

Docker

GitHub Actions

Helm

ArgoCD

Prometheus

Grafana

Ansible

Linux

Python

PostgreSQL

Redis

NGINX

OpenTelemetry

Trivy

Sonar

Jenkins

GitLab CI

LangChain

Our solutions

Two ways in. Both start with looking at the account.

No proposal before we've read your Cost and Usage Report. Anyone quoting you a savings percentage over a first call is selling, not estimating.

Start here · free

AWS Cost Audit

A one-week, 32-point review of your account on read-only access, delivered as a written report you own — whether or not you hire us afterwards.

  • 32 checks, six areasCompute, storage, network, commitments, managed services, governance.
  • Every finding costedRupee or dollar impact, effort to fix, and risk of fixing it.
  • Prioritised action listOrdered by what's worth doing first, not by what's easiest to sell.
Request the audit
Audit report · summaryIllustrative

$5,810

Monthly waste

38%

Of the bill

14

Findings

Ongoing

Managed DevOps

We own the infrastructure, the pipelines and the monthly cost review — for a fraction of what a senior platform hire costs, with no annual lock-in.

  • Infrastructure ownershipTerraform-managed, reviewed changes, no console drift.
  • Pipelines and releasesCI/CD you can read, rollbacks that work, environments that match.
  • Monitoring and escalationAlerts that mean something, plus runbooks for what breaks most.
Discuss a retainer
Retainer · monthly viewIllustrative

Rolling

Monthly term

IaC

Every change

1

Person you call

Our core services

Cloud, DevOps and the agents that run them.

We don't cover every cloud and every tool. Depth where it matters beats a surface pass across everything.

Most asked

AWS Cost Optimization

Cut the bill without touching reliability — then keep it cut with tagging, budgets and anomaly alerts.

  • Right-sizing & idle cleanup
  • Savings Plans & RI strategy
  • Tagging, budgets, alerts
Start with the free audit →

DevOps & CI/CD

Pipelines that finish, environments that match each other, and deploys nobody is scared to run on a Friday.

  • Pipeline design & rebuild
  • Secrets & artifact handling
  • Rollbacks that actually work
Talk about your pipeline →

Kubernetes & EKS

Clusters set up or cleaned up, with autoscaling that actually scales down and requests based on real usage.

  • Cluster setup & upgrades
  • Bin packing & Karpenter
  • HPA, KEDA, node strategy
Get a cluster review →

Terraform & IaC

Infrastructure out of the console and into version control — modules, remote state, plan review in CI, visible drift.

  • Modules & remote state
  • Importing existing resources
  • Plan review gates
Move to IaC →

Cloud Migration

Multi-account foundations and workload moves that don't cost you a weekend or a security review.

  • Landing zone & accounts
  • IAM that survives review
  • VPC & network design
See the reference stack →

Monitoring & Observability

Alerts that mean something, dashboards someone opens, and log retention that isn't quietly costing thousands.

  • Prometheus, Grafana, Loki
  • SLOs & actionable alerting
  • Runbooks for top failures
Fix your alerting →

AI Agents

RAG, chat and voice agents wired into your own systems — built by the people who also run the infrastructure underneath them.

  • RAG over internal docs
  • Chat & voice interfaces
  • Ops automation agents
Talk about an agent →

Cloud Security Hygiene

Least-privilege IAM, secrets handling, network boundaries and the basics an investor's diligence checklist asks about.

  • IAM & least privilege
  • Secrets & key rotation
  • Backups & DR drills
Book a review →
Why choose us

Small on purpose.

Six things we can promise on day one — none of which require you to take our word about someone else's project.

One engineer

The person who reads your Cost and Usage Report is the person on your calls. No handover, so nothing gets lost in one.

Read-only first

One IAM role, no agent, no cluster access, revoke whenever. We send the exact policy JSON to review first.

Written scope

Projects quoted after the audit, in writing. Retainers roll monthly. No annual lock-in, no minimum seats.

AWS-deep

AWS is the platform we live in daily. We'll say so plainly when something is outside that, instead of learning on your bill.

Public work

The same stack is taught openly on our YouTube channel. Judge how we think before handing over any access.

Handover docs

Every engagement ends with documentation and runbooks your team can run without us. We'd rather be re-hired than depended on.

Reference architecture

The shape we build toward.

A production baseline for a funded startup on AWS. This is either what we build for you, or what we clean up toward.

Edge

CloudFrontWAFRoute 53ACM

Ingress

ALBAPI GatewayIngress Controller

Compute

EKSEC2 / ASGFargateLambda

Data

RDS Multi-AZElastiCacheS3

Delivery

GitHub ActionsTerraformArgoCD

Cross-cutting

IAM least-privilegePrometheus / Grafana Centralised logsSavings Plans Cost anomaly alertsBackups & DR

Platforms we support

AWS is where we go deepest. The architectures stay portable so you aren't locked into a single provider's shape.

Primary
AWS

Amazon Web Services

Deep focus

Kubernetes

Orchestration

Terraform

Infra as code

GitHub Actions

CI/CD

On request

Google Cloud

Secondary

On request
AZ

Microsoft Azure

Secondary

DigitalOcean

Lean setups

OP

On-Premise

Hybrid

The process

One week, start to report.

It's free because it's how both of us find out whether there's real work here.

01

Day 0 · Access

Read-only role

One IAM role with billing and read permissions. Nothing installed, nothing modified.

02

Day 1–4 · Analysis

We read the account

CUR, resource inventory, commitment coverage, and the architecture decisions charging you quietly.

03

Day 5 · Report

Findings, costed

Every item with a number, effort and risk — plus a 30-minute walkthrough call.

04

After · Your call

Fix it, or we do

The report is yours either way and your team can act on it without us.

Engagements

Three ways to work with us.

Scope agreed in writing before anything starts. No annual contracts, no minimum seats.

Start here

Cost Audit

Free · one week

  • 32-point review, read-only
  • Written report you own
  • Findings costed and prioritised
  • 30-minute walkthrough call

Request audit

Implementation Project

Quoted per scope · 2–6 weeks

  • We execute the audit findings
  • Or a defined project of your choice
  • Reviewable, reversible changes
  • Handover docs and runbooks
  • 50% up front, balance on delivery

Talk about scope

Managed DevOps Retainer

Monthly · rolling

  • Infrastructure and pipeline ownership
  • Monitoring and escalation
  • Monthly cost review
  • Invoiced in advance, cancel with notice

Discuss retainer

Fit

Being honest about this saves us both a call.

Good fit

  • Funded startup, roughly 10–60 engineers
  • AWS bill between $5k and $50k a month
  • No dedicated DevOps or platform hire yet
  • Infrastructure grew fast and nobody went back to clean it
  • Someone asked "why is the bill up 40%?" and the answer took a week

Not a fit

  • AWS bill under about $2k a month — savings won't cover the effort
  • You already have a platform team doing FinOps
  • You want a body to fill a seat rather than a problem solved
  • You need 24×7 on-call from day one
  • You want a decision made without anyone looking at the account

Ready to find out what your bill is actually paying for?

One week, read-only access, a written report you keep. If we don't think we'll find anything worthwhile, we'll tell you that instead of selling you a project.

FAQ

Frequently asked questions

The questions we get before the first call.

What access do you actually need?

A read-only IAM role with billing access, Cost Explorer and Cost and Usage Report access, plus read permissions on the services in scope. No write permissions, no agent, no cluster access. We send the exact policy JSON so your team can review it before creating anything.

Why is the audit free? What's the catch?

Because a proposal written without seeing the account is guesswork. The audit tells us whether the work is worth doing, and tells you whether we know what we're talking about. If there's nothing meaningful to save, we say so and you keep the report.

How much can we realistically save?

It depends entirely on how the account grew. Environments never reviewed usually carry double-digit percentage waste; accounts already on Savings Plans with tagging discipline carry much less. We won't quote a percentage before looking.

Will changes break production?

The audit changes nothing at all. When we implement, every change is scoped, reviewed and reversible, and anything touching production goes through your approval and your change window. We start with zero-risk items — orphaned resources, retention policies, commitments — before anything architectural.

Do you work with GCP or Azure?

AWS is where we go deepest and where the audit applies. We take GCP and Azure work on request, and we'll tell you plainly when a job needs someone with more depth there rather than learning on your bill.

We already use a cost tool. What do you add?

Tools tell you what's expensive. They don't tell you that a service is expensive because of a networking decision made eighteen months ago, and they don't do the migration afterwards. We read the same data an engineer would, then do the work.

What are the AI agents about?

RAG, chat and voice agents wired into systems you already run — internal documentation search, support triage, ops automation. It's the same discipline as infrastructure work: the interesting part isn't the model, it's the retrieval, the guardrails and the plumbing around it.

Do you sign NDAs?

Yes, before any access is granted, and we're fine using your template rather than ours. We don't name clients publicly without written permission — which is why this site shows our own products rather than someone else's logo.

How does pricing and payment work?

Fixed-scope projects are quoted after the audit — 50% up front, balance on delivery. Retainers are monthly, invoiced in advance, cancellable with notice. GST invoices, INR or USD.

How quickly can you start?

The audit usually starts within a week of the IAM role being created. Implementation work depends on scope, and we'll give you a real date rather than an optimistic one.

Contact

Get the free AWS cost audit.

Fill this in and you'll hear back within one working day with the read-only access steps.

Response time

One working day

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