Brainstorm Meeting

Maven Solutions Blog

Our thinking on Kubernetes, DevOps, AI Cloud, and Platform Engineering

Agentic AI ≠ Chatbot: What Changes in Your Backend

Chatbots fail with insufficient data. Agents fail with weak infrastructure. Learn how backend maturity makes the difference between stalled pilots and safe autonomy.

6

Oct

2025

Accelerating AI-Powered Development Without Losing Control

Startups move fast because speed is often the difference between capturing a market and missing it. Generative AI has become a popular shortcut for small engineering teams that need to deliver features quickly. Instead of weeks of design and coding, teams can prompt an AI system and get working code in minutes. Is there a catch involved in AI-assisted coding?

29

Sep

2025

DevOps to Platform Engineering: How to Spot the Exact Moment to Switch

You are already familiar with the cultural arguments for and against DevOps and Platform Engineering. That's not the problem. The problem is knowing the moment when your current model stops multiplying delivery speed and starts multiplying the cost of change. Pinpoint that turning point, and you'll know exactly when to move beyond pure DevOps; map out how to find it.

29

Sep

2025

Why Claude Won’t Replace Your Engineering Team (Yet)

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.

29

Sep

2025

How A2A Protocol Will Change Regulated Industries

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.

29

Sep

2025

Connect with a Kubernetes Expert

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Andrew Korolov

Founder & Solution Architect

About your meeting

1. Describe Your Challenge & Vision
2. Share Your Business Goals
3. Get Your Kubernetes Roadmap