Articles tagged "python"
Page 1 of 13
Run a 70B LLM on a 4GB GPU: Layer-by-Layer Inference with AirLLM (2026)
Run a 70B language model on a 4GB GPU with AirLLM. Layer-by-layer inference needs no quantization, distillation or pruning. Covers install, code, the VRAM table for 70B/405B/671B models, disk and speed trade-offs, and when llama.cpp offloading is the better choice.
OpenTelemetry Python Tutorial 2026: Distributed Tracing, Custom Spans, and Context Propagation
OpenTelemetry Python tutorial 2026: auto-instrument FastAPI with OTel SDK, create custom spans, propagate trace context across microservices, export to Jaeger or any OTLP backend. Production-ready tracing patterns.
Playwright Python Tutorial 2026: Web Scraping, Browser Automation, and pytest Testing
Playwright Python tutorial 2026: install playwright, scrape JavaScript-rendered pages, automate browser actions, write pytest tests, intercept network requests, run headless in Docker. Beats Selenium in every benchmark.
Polars Python Tutorial 2026: Faster DataFrames with LazyFrames, Expressions, and pandas Migration
Polars Python tutorial 2026: install Polars, use LazyFrames for out-of-core data, write expressions, groupby/join/filter operations, and migrate from pandas. 5-50x faster than pandas. Real benchmarks included.
Ruff 2026: Replace flake8, black, isort, and bandit with One Fast Tool
Replace flake8, black, isort, and bandit with Ruff — the ultra-fast Python linter written in Rust. Full setup guide with pyproject.toml config, pre-commit integration, and VS Code setup. Updated 2026.
SigNoz and OpenTelemetry Python 2026: Self-Host Distributed Tracing and Logs (Datadog Alternative)
SigNoz tutorial 2026: install SigNoz with Docker Compose, auto-instrument a FastAPI app with OpenTelemetry, view traces and logs in one UI, and cut observability costs vs Datadog. Step-by-step with Python.
Vibe Coding 2026: Build a SaaS with Claude Code Without Writing Most of the Code
Vibe coding tutorial 2026: use Claude Code to build a real SaaS MVP — FastAPI backend, React frontend, Stripe payments, and Postgres — in hours instead of days. Includes prompt engineering tips and when to intervene manually.
Context Engineering for AI Agents 2026: The Complete Guide
Context engineering is the technique that raises AI agent success rates from 30% to 90%. Learn how to design context windows, implement RAG, manage memory, and build reliable AI agents in 2026.
Build an MCP Server in Python: Complete Tutorial 2026
Learn to build a Model Context Protocol (MCP) server in Python from scratch. Expose tools, resources, and prompts to Claude and other LLMs with the official MCP SDK.
Ruff Python Linter 2026: Replace flake8, isort, and black with One Tool
Ruff is the fastest Python linter in 2026 — 10-100x faster than flake8. Learn to install, configure, and integrate Ruff into your CI/CD pipeline replacing flake8, isort, black, and pydocstyle.