18 min read/2 views
uv and ruff Replaced pip, flake8, and black — The New Python Toolchain in 2026
uv is 10-100x faster than pip and replaces 7 tools. ruff replaces 10 linting/formatting tools. Migration takes 5 minutes. Here's how.
uv is 10-100x faster than pip and replaces 7 tools. ruff replaces 10 linting/formatting tools. Migration takes 5 minutes. Here's how.
Rakuten launched 'Japan's largest AI model' with government backing. It was a fine-tuned DeepSeek V3 with the MIT license deleted. The community caught it in four hours.
Build a RAG chatbot with LangChain, OpenAI embeddings, and Neon PostgreSQL. pgvector, no Pinecone, full Python code, 30 minutes.
Data centers consumed 415 TWh in 2024 — more than the UK. The IEA projects 945 TWh by 2030. Big Tech emissions are rising 23-60% despite net-zero pledges. Here's what's actually happening.
Half of Americans cut back on social media in 2025. I quit entirely in 2022. Here is what four years without it taught me.
Full monitoring stack for $0: Uptime Kuma for uptime, Sentry for errors, Grafana Cloud for metrics. Setup guide and free tier limits explained.
AI Engineer topped LinkedIn's fastest-growing jobs list, yet most companies can't agree on what the role actually means.
I tested Claude Code, GitHub Copilot, and Cursor daily for months. Here's which wins for each task.
A2A lets AI agents discover, delegate, and coordinate without knowing each other's internals. Here is how it works.
One writes SQL at 2 AM. The other rewrites the requirements doc at 2 AM. Both make $90K+. Here is how to pick.