[2026-09-27]
4 MIN READ
CAT: Development, Project Management, Strategy
Evaluating engineering performance isn't about tracking hours—it's about What you deliver and How you collaborate. How this balance holds in the AI era.
[2026-06-04]
4 MIN READ
CAT: Engineering, SRE, DevOps
How we stopped reviewing agent-written code line by line and built an automated CI/CD machine that guarantees code quality.
[2025-11-16]
4 MIN READ
CAT: DevOps, Leadership, SRE, Development
How DevOps managers can pair DORA research with SRE practices like SLOs/SLIs and Error Budgets to create an actionable team performance model.
[2025-10-30]
3 MIN READ
CAT: AI, Cost Saving
Recently I had a pleasure to test self-hosted AI model with RAG support for code suggestion task. Results as most predicted: the cost/performance ratio for small...
[2025-05-11]
6 MIN READ
CAT: Development, Kubernetes
Kubernetes operator provide easy and simple way to extend Kubernetes cluster with additional functionality.
[2025-04-21]
3 MIN READ
CAT: Python
What is Top-K problem? Think about Real-time Gaming Leaderboard with a rank system. Determining the rank of a player is a problem we are trying to solve.
[2025-04-05]
2 MIN READ
CAT: AI, Programming, Python
Traditional approaches to generating model data for unit tests often involve setting up complex fixtures or writing cumbersome mock classes. By leveraging models...
[2025-03-29]
5 MIN READ
CAT: AI, Programming
A common approach to getting code reviews with ChatGPT is by posting a prompt along with a code snippet. While effective, this process can be time-consuming and...
[2025-03-24]
3 MIN READ
CAT: Leadership, Strategy
Building a tech strategy is a core responsibility of the CTO, VP of Engineering, or Head of Engineering. Involving team leaders in this process ensures a more...
[2025-03-20]
4 MIN READ
CAT: Kubernetes, Monitoring, Open Source
Hybrid cloud is the future, but monitoring remains stuck in the past. Many organizations embrace hybrid infrastructure, yet struggle with fragmented...