Maven Solutions
Kubernetes Consulting
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Kubernetes Advisory Services
Adopt Kubernetes and onboard your team smoothly
Kubernetes Application Development & Migration Consulting
Build new apps or migrate from monolith to microservices
Kubernetes Deployment Partner Consulting
Overcome Kubernetes complexity in production
DevSecOps & Compliance Consulting
Use Kubernetes checks to keep track of compliance
Kubernetes Professional Support
Enterprise-grade help from certified Kubernetes architects
Kubernetes Training Partner
Upskill your engineers and keep them up-to-date
Platform Engineering
Platform Fit Assessment
Find the best choices out of the many platform options
MVP Strategy & Platform Roadmap Consulting
Build a roadmap for a future-ready developer environment
Platform Design and Platform Development Consulting
Design and build a scalable platform that grows with you
Platform Tools & Ecosystem Setup
Add integrations that meet your current and long-term needs
Platform Support & Maintenance Services
On-demand Slack chat anytime your engineers need help
Platform Engineering Training & Platform Upskilling
Meet any anticipated platform challenge independently
AI Cloud
Sovereign AI Cloud
Control your data and infrastructure
AI Bare Metal and Orchestration Platform
Manage and share GPU instances on preconfigured software
AI MLOps Platform & Control Plane
Build, train & deploy models, and run experiments
LLM Deployment, Scaling & Monitoring
Maintain a healthy and resilient AI infrastructure
DevOps Services
DevOps as a Service
On-demand DevOps expertise tailored to your needs
DevOps Architecture Service
Ensure seamless integration and optimal performance
DevOps Transformation Services
Adopt modern DevOps tools and practices
DevOps Automation Services
Automate every stage of your development lifecycle
DevOps Consulting Services
Adopt best practices and streamline workflows
Case Studies
BabyPark
Architecture Redesign and Custom POS for Omnichannel Retailer
ARS
Efficient Delivery for Home Improvement Retailer
PrintKick
CRM & OMS for UK Based Merchandise Business
Kubernetes on bare metal
High Security and Performance to Improve Scientific Research
SOC2 compliance platform
Secure and Cost-Optimized Kubernetes platform
Contact us
Brainstorm Meeting
Our thinking on Kubernetes, DevOps, AI Cloud, and Platform Engineering
You’ve probably seen a few founders on X and LinkedIn who confidently say the same thing: “We don’t need engineers anymore because AI has replaced them.” Claude’s shiny new $100–$200 “Max” tiers promise giant context windows, endless chat sessions, and the fantasy of running a startup without a single human developer. It sounds seductive: why hire a team when you can just dump your entire codebase into an AI, crank out features, and move on? But here’s the truth: this is wishful thinking.
11
Sep
2025
You’ve probably seen the viral video where two AI agents start talking in English, then realize they’re both machines and switch to their own language made of strange sounds and signals. That was a live demo of A2A, the agent-to-agent protocol. Some immediately imagined apocalyptic “machines speaking to each other” scenarios. But if we strip away the sci-fi layer, this way of interaction has very real implications: it can radically simplify and at the same time complicate how businesses in regulated industries operate.
If you are in that group (or your partners or clients), you instinctively turn to FinOps with one goal: to bring the bill down. That reaction makes sense, but it also traps FinOps in the role of cost policing. What you need to ask is whether every dollar spent is driving outcomes that the business can feel.
You know the startup mantra: move fast, ship features, listen to users, and iterate quickly. The cloud makes this possible: no upfront hardware costs, instant scaling, and tools that let small teams operate like big ones. This speed is mainly powered by DevOps practices, which bring development and operations closer together to deploy software faster and more reliably.
The “all-in” team is a common startup ideal: intense, highly skilled, and fully committed. But before product-market fit (PMF), this model often generates organizational drag instead of forward motion. Execution accelerates, but often in the wrong direction.
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Founder & Solution Architect
1. Describe Your Challenge & Vision2. Share Your Business Goals3. Get Your Kubernetes Roadmap