Learn how to fine-tune local LLMs on your own data. Complete guide to LoRA, QLoRA, and full fine-tuning with open-source tools. Continue reading How to Fine-Tune Local LLMs in 2026: A Practical Guide on SitePoint.

Learn how to efficiently run multiple LLM models simultaneously on a single GPU through proper memory management and model orchestration. Continue reading Running Multiple Local Models: Memory Management Strategies on SitePoint.

Comprehensive comparison of the top AI coding assistants in 2026. Find the perfect tool for your development workflow. Continue reading AI Coding Tools Comparison 2026: Claude Code vs Cursor vs Copilot on SitePoint.

Set up an automated code review system using local LLMs. Catch bugs, security issues, and style violations before they reach production. Continue reading Self-Hosting AI Code Review: Local Models for Better Code Quality on SitePoint.

Run multiple local LLMs at once for different tasks. Guide to model orchestration, resource allocation, and multi-model architectures. Continue reading Running Multiple Local LLMs Simultaneously: Multi-Model Setup Guide on SitePoint.

Master vibe coding in 2026. Learn how to leverage AI to build faster with natural language programming and AI-agent workflows. Continue reading Vibe Coding 2026: The Complete Guide to AI-First Development on SitePoint.

Y Combinator President Garry Tan released gstack, a set of 6 AI coding skills that switch Claude Code between different roles: CEO, Engineering Manager, Release Manager, and QA Engineer. Continue reading gstack: Garry Tan's Claude Code Skill Setup for opinionated AI Coding on SitePoint.

Understanding why Claude Code rate limits hit developers at just 6% of their quota—and practical solutions to work around them. Covers the three limit types, tier differences, and optimization strategies. Continue reading Claude Code Rate Limits Explained: Why You Hit 'API Error' at 6% Usage on Site...

Build robust Claude API integrations with proper 429 error handling. Includes exponential backoff, jitter implementation, Retry-After header usage, and circuit breaker patterns. Continue reading Claude API 429 Error Handling: Production-Ready Patterns in Python on SitePoint.

Solving the 'can't walk away' problem in Claude Code. Learn /compact and /clear commands, session persistence patterns, and memory optimization for large codebases. Continue reading Context Management for Long-Running Claude Code Sessions on SitePoint.

Data-driven comparison of Claude Code and OpenAI Codex for developer workflows. Includes benchmark performance, token efficiency analysis, and decision framework for choosing the right tool. Continue reading Claude Code vs Codex: A Developer's 2026 Workflow Comparison on SitePoint.

Analysis of the Claude Sonnet 4.5 quality regression controversy. Includes performance comparisons, developer sentiment, and recommendations for which model to use. Continue reading Sonnet 4.5 vs 4.0: Why Developers Are Rolling Back on SitePoint.

Implement enterprise-grade resilience for Claude API integrations using circuit breaker patterns. Prevent cascade failures, implement fallback strategies, and build robust AI infrastructure. Continue reading Claude API Circuit Breaker Pattern: Enterprise Resilience on SitePoint.

Decision framework for choosing the right Claude model for your use case. Includes cost/performance analysis, task-based recommendations, and tier upgrade guidance. Continue reading Model Selection Framework: When to Use Sonnet vs Opus vs Haiku on SitePoint.

Practical strategies to reduce Claude API token consumption without sacrificing output quality. Includes prompt engineering techniques, caching strategies, and model selection optimization. Continue reading Claude API Token Optimization: Reducing Costs by 60% on SitePoint.

Understanding MCP (Model Context Protocol) - the open standard for connecting AI models to external tools, databases, and APIs. Why it matters and how to implement it. Continue reading MCP (Model Context Protocol): The USB-C for AI Applications on SitePoint.

Master Claude Code's Agent Skills feature for creating reusable, expert-level AI assistants. Includes skill file structure, best practices, and 5 ready-to-use examples. Continue reading Building Claude Agent Skills: A Complete Tutorial on SitePoint.

We’re excited to announce that serverless workspaces are now Generally Available on Azure, ...

Postgres maintenance depends on quiet periods your continuous workload eliminated. Here's what happens inside the database when the gaps disappear.

Even seemingly simple engineering tasks — like updating an API — can become monumental undertakings when you’re dealing with millions of lines of code and thousands of engineers, especially if the changes are security-related. Nowhere is this more apparent than in mobile security, where a single cla...

Metadata management improves discovery, governance, performance, and trust in modern data systems.

Optimizing out the unnecessary probes comes with its own complexity. The post Windows stack limit checking retrospective: MIPS appeared first on The Old New Thing.

Les tests d'architecture sont un outil puissant pour automatiser la vérification des patterns d’architecture, des standards, de valider les choses qu’un linter ne peut pas aisément valider.

End-to-end (E2E) tests are particularly important for native applications that run on various platforms (Android/iOS), screen sizes, and OS versions. E2E testing picks up differences in behavior across this fragmented ecosystem. But keeping E2E tests reliable is often more challenging than writing t...

Some reflections on 20 years of innovations in Amazon S3 including S3 Tables, S3 Vectors and S3 Metadata.

Claude Code is quickly becoming a go-to AI coding assistant for developers and increasingly for non-developers who want to build with code. But to truly unlock its potential, it needs the right local infrastructure, tool access, and security boundaries. In this blog, we’ll show you how to run Claude...

Agents have enormous potential to power secure, personal AI assistants that automate complex tasks and workflows. Realizing that potential, however, requires strong isolation, a codebase that teams can easily inspect and understand, and clear control boundaries they can trust.  Today, NanoClaw, a li...

When you support multiple offices, marketing gets complicated quickly. Each location has its own strategy, its own managing partners, and its own priorities. But the processes are often similar. On paper, this sounds totally manageable. “We’ll just support each office!” Easy enough, right? In realit...

Test your understanding of Python Coding Setup on Windows. By working through this quiz, you’ll review the key steps for setting up a Python development environment on Windows. You’ll cover system updates, Windows Terminal, package managers, PowerShell profiles, environment variables, and safe use o...