alex_azimbaev's profile picture. PM | AI-Based Products & Enterprise-Level Programs | 10+ Years in Tech & Operations

Alex A.

@alex_azimbaev

PM | AI-Based Products & Enterprise-Level Programs | 10+ Years in Tech & Operations

If you interested about AI Agents, then check it out: Building AI Agents That Actually Ship. A Practical Guide for 2025 medium.com/p/building-ai-…

alex_azimbaev's tweet image. If you interested about AI Agents, then check it out:
Building AI Agents That Actually Ship. A Practical Guide for 2025 
medium.com/p/building-ai-…

Please check it out - Why Multi-Agent Orchestration Will Define the Next Wave of AI Value medium.com/the-agent-prot…


You can't solve product contradictions by picking a side. Learn why thinking in systems and building a hybrid architecture is the key to balancing SEO, performance, and dynamic user experiences. medium.com/p/why-product-…

alex_azimbaev's tweet image. You can't solve product contradictions by picking a side. Learn why thinking in systems and building a hybrid architecture is the key to balancing SEO, performance, and dynamic user experiences.

medium.com/p/why-product-…

Ready to scale your real-time video app with AI-powered analytics? Share your progress on X 🚀 Build smarter, scale faster: flexlylabs.com #AI #VideoApps medium.com/p/the-complete…

alex_azimbaev's tweet image. Ready to scale your real-time video app with AI-powered analytics? Share your progress on X 

🚀 Build smarter, scale faster: flexlylabs.com 

#AI #VideoApps

medium.com/p/the-complete…

🚀 Build intelligent video apps with ease! In Part 2 of our series, learn how to create video calls using LiveKit and add real-time transcription with AssemblyAI. Step-by-step code included! 📹✨ #AI #VideoApps #LiveKit #AssemblyAI medium.com/p/the-complete…

alex_azimbaev's tweet image. 🚀 Build intelligent video apps with ease! In Part 2 of our series, learn how to create video calls using LiveKit and add real-time transcription with AssemblyAI. 

Step-by-step code included! 📹✨ 
 #AI #VideoApps #LiveKit #AssemblyAI

medium.com/p/the-complete…

🚀 Building smarter video apps just got easier with LiveKit & AssemblyAI! From real-time transcription to sentiment analysis, start creating impactful apps today! #AI #VideoApps medium.com/the-agent-prot…

alex_azimbaev's tweet image. 🚀 Building smarter video apps just got easier with LiveKit & AssemblyAI!

From real-time transcription to sentiment analysis, start creating impactful apps today!

#AI #VideoApps

medium.com/the-agent-prot…

Learn how the KISS principle transforms AI agent development for product managers. Discover practical tips, code examples, and real-world insights to build simpler, user-friendly AI agents that ship faster and scale better in today’s tech-driven world. medium.com/p/kiss-princip…

alex_azimbaev's tweet image. Learn how the KISS principle transforms AI agent development for product managers. Discover practical tips, code examples, and real-world insights to build simpler, user-friendly AI agents that ship faster and scale better in today’s tech-driven world.

medium.com/p/kiss-princip…

Build intelligent video conferencing apps with live transcription, speaker identification, and AI-powered insights in just a few hours. 👇 medium.com/p/the-complete…

alex_azimbaev's tweet image. Build intelligent video conferencing apps with live transcription, speaker identification, and AI-powered insights in just a few hours. 
👇

medium.com/p/the-complete…

Tired of repetitive dev tasks? I built an AI agent to automate Supabase schemas, client code, and more. Here's a complete guide on how you can build one too. medium.com/p/supabase-dev…


Crew.ai vs n8n comparison for AI agent development. Learn when to use multi-agent frameworks or workflow automation for your projects. medium.com/p/crew-ai-vs-n…

alex_azimbaev's tweet image. Crew.ai vs n8n comparison for AI agent development. Learn when to use multi-agent frameworks or workflow automation for your projects.

medium.com/p/crew-ai-vs-n…

PMs: You can now test user journeys by talking to Claude in plain English. Tell it: 'Go test our signup flow and find friction points' Claude: actually does it + gives detailed report No coding required. MVP validation in minutes, not weeks. 🤯 medium.com/p/claude-mcp-p…

alex_azimbaev's tweet image. PMs: You can now test user journeys by talking to Claude in plain English.
Tell it: 'Go test our signup flow and find friction points' Claude: actually does it + gives detailed report
No coding required. MVP validation in minutes, not weeks. 🤯

medium.com/p/claude-mcp-p…

Discover Python UV - the Rust-based package manager that's 10-100x faster than pip. Cut CI build times, manage dependencies instantly, and boost your Python workflow in 2025. medium.com/p/python-uv-10…

alex_azimbaev's tweet image. Discover Python UV - the Rust-based package manager that's 10-100x faster than pip. Cut CI build times, manage dependencies instantly, and boost your Python workflow in 2025.

medium.com/p/python-uv-10…

Compare Beautiful Soup vs Scrapy for Python web scraping. This comparison covers performance, ease of use, and scalability with real examples and a detailed feature table. Find the right tool for your scraping projects. medium.com/p/beautiful-so…


From 4 hours of manual work to 30 seconds of automation. How I built an AI pipeline that processes 1000+ embeddings with 99.97% reliability. The architecture that changed everything: linkedin.com/pulse/building… via @LinkedIn


The Gen-AI stack in 2025 is deep, fast-moving, and easy to get wrong. I broke down the full 9-layer stack — from safety filters to GPU backends — with practical tools, examples, and benchmarks. 👉 Read it here: [medium.com/p/modern-gener……]

alex_azimbaev's tweet image. The Gen-AI stack in 2025 is deep, fast-moving, and easy to get wrong.  I broke down the full 9-layer stack — from safety filters to GPU backends — with practical tools, examples, and benchmarks.  

👉 Read it here: [medium.com/p/modern-gener……]

This is the only guide that shows you how to validate your AI product idea in 48 hours with a clear go/kill decision—no endless prototyping, no 'maybe it could work' outcomes. medium.com/p/ai-product-m…

alex_azimbaev's tweet image. This is the only guide that shows you how to validate your AI product idea in 48 hours with a clear go/kill decision—no endless prototyping, no 'maybe it could work' outcomes.

medium.com/p/ai-product-m…

AI Engineer vs. Data Scientist: Discover the key differences in roles, skills, salaries & career growth to choose the perfect tech career path in 2025. medium.com/p/ai-engineer-…

alex_azimbaev's tweet image. AI Engineer vs. Data Scientist: Discover the key differences in roles, skills, salaries & career growth to choose the perfect tech career path in 2025.

medium.com/p/ai-engineer-…

Shipping an AI product isn’t about “bigger models”—it’s about ruthless scoping, data truth, and budgets your CFO won’t veto. #AIProductManagement #MachineLearning medium.com/p/ai-product-m…


Embedding Models in 2025 — Technology, Pricing & Practical Advice This article offers a comprehensive, beginner-friendly guide to embedding models—covering their evolution, technical foundations, pricing options, real-world use cases, best practices, and expert insights—to help…


If you’re chasing AI hype without first pressure-testing the idea, this article is your no-BS roadmap to kill bad concepts fast and double-down on the winners. medium.com/p/ai-product-m…


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