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Sergey Pronin's Blog

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Read 2 days ago and current, but nothing has been published for 16 months.

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Fun with MCP and Percona Everest

MCP server for Percona Everest allows LLMs/AI agents to interact with it. The post covers API challenges, a Python implementation using FastMCP, and usage examples for simplified cloud database management with AI.

Everything is an Agent, power it by MCP

AI agents are booming but integrating them is messy. MCP offers a standard for smoother connections with tools, promising a more seamless AI future. Standardization is key!

Comparing open source Cloud Native DBaaS solutions

Comparing open source Cloud Native database-as-a-service solutions that can help you to avoid vendor lock and run databases in Kubernetes with ease.

Read with me - #18

Product: Ace PM interviews & evolving product roles (Engineer, ownership clarity). AI/Tech: Conversational UI limits, dev writing tips. Biz/Mgmt: AI's EM impact, Wiz's $32B GTM. Happy reading!

Building AI Agents for infrastructure operations

This blog posts looks under the hood of how AI agents for infrastructure management can work, explains the logic of various components and how to glue them all together.

Read with me - #17

Solar energy growth, product design shifts, AI's internet impact, and dev-focused marketing. ARR's key for biz, AI ethics & coding evolution discussed.

Simulating Kubernetes API with AI - KAISim

Fake K8s API with GenAI. Caches, errors, and wild possibilities for simulated systems. Try kais.im!

Read with me - #16

AI: Lower costs, new pricing, content disruption. Product: Lenny's growth, WP debate, GitLab principles. Marketing: Target audience, choose one channel, optimize emails.

Read with me - #15

AI: Deepseek open-sourced, CoPilot boosts senior engineers, Agent Forest improves LLMs. Product/Mgmt: "Friction Logs", Drake Equation for startups, "Gather-Decide-Execute", CEO checklist.

Read with me - #14

Ai2's open-source AI beats DeepSeek V3; Microsoft's CoRAG boosts reasoning. AI errors raise concerns; Yandex Perforator cuts costs. Passion drives innovation and societal change.