python Archives - Page 4 of 16

Building AI Applications with Microsoft Semantic Kernel and Python: Plugins, Memory, and Planning for Enterprise AI Agents

July 16, 2026

If LangChain version bumps have burned you before, Microsoft Semantic Kernel is worth a serious look. This guide builds a working Python AI agent from scratch — native plugins, semantic plugins, vector memory, and auto-invocation planning — with real code you can run today.

Programming

Build Modern CLI Tools with Typer and Python: Type Hinting, Validation, and Professional Command Line Interfaces

July 14, 2026

Learn how to build production-ready CLI tools with Typer and Python using type hints for automatic validation, subcommands, and shell autocomplete. Covers real-world patterns including custom validators, testing with CliRunner, and packaging as installable commands — based on production experience replacing fragile argparse scripts.

Automated Red Teaming for LLMs with Giskard: Detecting Vulnerabilities and Bias

July 14, 2026

Learn how to automate Red Teaming for your LLM applications using Giskard. This guide covers detecting prompt injections, data leakage, and bias using automated adversarial testing to ensure your AI is production-ready.

Deploy MLflow on Docker: Track ML Experiments, Manage Model Registry in Real MLOps Pipelines

June 29, 2026

A hands-on guide to deploying MLflow on Docker Compose with PostgreSQL and MinIO, covering experiment tracking, model versioning, and Model Registry stage management for real MLOps pipelines. Built from the experience of a 2 AM production incident caused by missing model lineage.

Local AI Video Generation with CogVideoX and Wan2.1: Text-to-Video on Linux Without Cloud APIs

June 29, 2026

Running text-to-video AI locally eliminates cloud API costs and rate limits. This guide covers deploying CogVideoX and Wan2.1 on Linux with practical Python scripts for automated video batch production — no cloud API required.

Building a Multi-Agent AI System with Microsoft AutoGen v0.4: Orchestrate Specialized Agents for Data Analysis and Code Generation

June 28, 2026

Learn how to build a multi-agent AI system with Microsoft AutoGen v0.4 by creating a Planner, Data Analyst, and Code Reviewer agent that collaborate to automate data analysis workflows. This step-by-step guide covers installation, agent configuration, team setup, and monitoring — everything a junior developer needs to get started.

Programming

Python Profiling with cProfile and VizTracer: Finding and Fixing Performance Bottlenecks in Real Code

June 23, 2026

After two days of optimizing the wrong parts of a slow data pipeline, I started profiling properly with cProfile and VizTracer. This guide shows you exactly how to find and fix Python performance bottlenecks using real code examples — no guesswork required.

Ditch the API Fees: High-Quality AI Voice Cloning with Kokoro-TTS

June 20, 2026

Ditch expensive cloud APIs. Learn how to build a private, high-quality Text-to-Speech system using Kokoro-TTS and Python. Perfect for developers needing low-latency, cost-effective AI voices.

DevOps

Using mise (mise-en-place) in DevOps: Consistent Tool Version Management for kubectl, Terraform, Node, and Python

June 18, 2026

Tool version mismatches between local machines and CI/CD pipelines are a constant source of frustration in DevOps teams. mise (mise-en-place) solves this with a single .mise.toml config file that manages kubectl, Terraform, Node.js, Python, and 400+ other tools consistently across every environment. This guide walks through setup, GitHub Actions integration, and production tips.

Networking

Pythonic Network Automation: Scaling Beyond Ansible with Nornir

June 17, 2026

Ditch the YAML and scale your network automation. This guide shows you how to use Nornir and Python for high-speed, parallel management of 1,000+ devices.