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What does professional Python and Django development actually look like when your agency is responsible for around 85 projects — some in active develo
A cloud server often looks like a familiar VPS: you choose CPU, memory, and disk, receive an address, and connect over SSH. The difference becomes not
I've been using HeyGen to create talking-head clips for product demos. The results look good. But when I tried to set one as my Telegram video avatar,
Learning data science becomes more meaningful when students start working with actual datasets. Data science projects give beginners a chance to move
Navigating complex physical environments is a daily challenge for the visually impaired. While standard GPS apps help with macro-navigation, they fail
Build a public evidence bundle for AI API gateways An AI API gateway is easy to describe and hard to trust. The client code may only chang
A large evaluation of coding agents produced an awkward result. Naming a testing technique did not reliably make the agents use that technique well. I
The AI coding agent space has gone from "novelty" to "daily driver" fast. Three tools — Claude Code (Anthropic), Cursor (the IDE), and OpenAI Codex CL
Running a modern tech product or solo operation shouldn't mean drowning in chaotic tools. In this deep dive, I am breaking down the technical archite
You add a dependency to pyproject.toml. CI runs uv sync --frozen, exits successfully, and the package is still missing. There is a small, reproducibl
Most face pipelines do not work on the whole picture. They cut out the face, process the small crop, and then have to put it back. That last step soun
You request a page and Cloudflare hands you a spinner instead. "Checking your browser before you access the site." A few seconds later it either lets
I've been building Agenci — open-source CI/CD testing for AI agents (functional tests, security checks, regression detection across model/prompt chang
If you scrape or automate anything, you've hit this wall. Requests that ran fine for months start coming back as 403s, or you get an HTML page that ju
**_ Have you ever wondered how humans first learned to communicate with computers? _** Today, we write code using languages such as Pytho
If you stand up an MCP server with GoogleProvider, OAuth works on the first try. Clients authorize, tools run, and refresh appears to work — until the
A frozen screen waiting for the AI to answer? In 2026 that's a choice, not a limitation. Streaming is one parameter away — and it transforms perceived
Google doesn't read your articles. It fingerprints them. Earlier this year, a batch of comparison articles across my B2B sites got hit with the quiet
The bug report I got from myself was: "email isn't working, the filtering is wrong." The filtering was fine. What was actually happening is that a bo
Python PostgreSQL with asyncpg: Async Database Operations asyncpg is the fastest PostgreSQL driver for Python — pure asyncio, no thread ove