📰 Medium · Python

Nobody on the team calls them a problem. That is the thing about flaky tests. They become part of the landscape so gradually that the team… Continue reading on

Phase 3 and Phase 4 mostly complete — all four MCP tool pages written with real Claude Desktop prompt-response pairs, troubleshooting… Continue reading on Mediu

If you’ve ever restored a database from a dump under pressure, you already know the real fix isn’t a better restore process — it’s never… Continue reading on Me

This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU system,. A suite of Python MCP tools is… Continue reading on Me

Stop waiting on CI bots. Run the review yourself, locally, before you push. Continue reading on Medium »

This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU system,. A suite of Python MCP tools is… Continue reading on Me

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Microservices, by their nature, are distributed systems, leading to challenges in managing configuration settings across numerous services… Continue reading on

Discord’un resmi olarak desteklemediği Kick platformu için; canlı yayın durumunu, yayın başlığını, kategoriyi ve anlık izleyici sayısını… Continue reading on Me

Explore the biggest hosting and infrastructure management challenges facing modern teams and how VxCloud solves them with AI-powered… Continue reading on Medium

Download, process, and clean up large files without bloating your workflow state. Continue reading on Medium »

A BuildKit caching quirk shipped broken nightly images for two weeks — here’s how I tracked it down, got it half-wrong, and fixed it for… Continue reading on Me

What started as a routine SDK upgrade turned into several hours of debugging. Continue reading on Medium »

As engineers and product owners, monitoring edge cases and system availability usually means relying on heavy SaaS platforms or paying for… Continue reading on

The same failures keep appearing. The same decisions keep going wrong. The same career moments keep repeating. This is the pattern library… Continue reading on

Reliability isn’t just about code and tests, it’s about packaging services so they run anywhere. Today I containerized my FastAPI project… Continue reading on M

Launching and managing cloud servers is an essential skill in today’s tech world. Continue reading on Medium »

If you are building an AI agent, a Python web scraper, or an API backend right now, you are probably throwing it into a Docker container… Continue reading on Me

Multi-tenant SaaS agents have to tell every downstream API which tenant the current call belongs to. Distributed systems rely on… Continue reading on Medium »

Discover the missing visual calendar that finally lets you manage cron and timedelta DAGs like a human. Continue reading on Data Engineer Things »

Friday evening. Health monitor complete: real-time scoring working (overall health 74/100 = GOOD), 3 active alerts generated (1 critical… Continue reading on Me

How I stopped reacting to failures and started letting systems explain themselves. Continue reading on Top Python Libraries »

When starting out in DevOps or backend development, one of the most important milestones is learning how to make an application talk to an… Continue reading on

Most enterprises already run MCP servers — one for the data warehouse, one for the ticketing system, one for the internal search index… Continue reading on Medi