Kirill Lutcenko

AI Engineer & Back-End Technical Lead. MSc AI.
10y building software, 2y in AI and tech-lead roles.
Engineering-first views on what works in AI (and what doesn’t)

AI‑Assisted Software Engineering: A Step‑by‑Step Example for Developers Who Don’t Know How to Start

12 minute read

So, you are a professional mid- to senior-level developer (if not, this post may not be for you). You know how to write good, effective code and get work don...

Log-Based Issue Investigation with AI Agents: Designing an MCP That Actually Works

6 minute read

I believe that, despite the multimodality of modern models, the areas where LLM-based solutions are truly useful and 100% worth investing in are those where ...

Kirill Lutcenko

Recent Posts

AI‑Assisted Software Engineering: A Step‑by‑Step Example for Developers Who Don’t Know How to Start

Log-Based Issue Investigation with AI Agents: Designing an MCP That Actually Works