Guide Articles
Step-by-step guides and tutorials for AI tools, frameworks, and implementations. Practical how-to content for developers and practitioners.
- Home /
- Guide Articles
How to Prioritize Refactoring and Set Up Debt Quality Gates with SonarQube and CodeScene in 2026
How to Prioritize Refactoring and Set Up Debt Quality Gates with SonarQube and CodeScene in 2026 …
How to Add AI Test Prioritization and Pull-Request Code Review to Your CI/CD Pipeline in 2026
How to Add AI Test Prioritization and Pull-Request Code Review to Your CI/CD Pipeline in 2026 TL;DR
How to Self-Host and Fine-Tune a Code LLM with Qwen3-Coder, DeepSeek Coder, and Ollama in 2026
How to Self-Host and Fine-Tune a Code LLM with Qwen3-Coder, DeepSeek Coder, and Ollama in 2026 TL;DR …
Using AI for Deployment Risk, Flaky-Test Quarantine, and Pipeline Root-Cause Analysis
Using AI for Deployment Risk, Flaky-Test Quarantine, and Pipeline Root-Cause Analysis TL;DR
How to Choose and Use Claude Code, Codex, Cursor, and Devin for Real Engineering Work in 2026
How to Choose and Use Claude Code, Codex, Cursor, and Devin for Real Engineering Work in 2026 TL;DR
How to Engineer Code Context with CLAUDE.md, .cursorrules, and AGENTS.md in 2026
How to Engineer Code Context with CLAUDE.md, .cursorrules, and AGENTS.md in 2026 TL;DR
How to Ship a Production App with Cursor, Claude Code, and Windsurf in 2026
How to Ship a Production App with Cursor, Claude Code, and Windsurf in 2026 TL;DR
How to Automate Framework and Version Upgrades with Moderne, Codemod, and Amazon Q in 2026
How to Automate Framework and Version Upgrades with Moderne, Codemod, and Amazon Q in 2026 TL;DR
How to Build an MCP Server with the Official TypeScript and Python SDKs in 2026
How to Build an MCP Server with the Official TypeScript and Python SDKs in 2026 TL;DR
Using AI to Translate Python 2 to Python 3 and Convert COBOL to Java in 2026
Using AI to Translate Python 2 to Python 3 and Convert COBOL to Java in 2026 TL;DR
How to Refactor a Legacy Codebase with Claude Code, Cursor, and Aider in 2026
How to Refactor a Legacy Codebase with Claude Code, Cursor, and Aider in 2026 TL;DR
How to Auto-Generate Docstrings, API References, and Living Docs with Mintlify and DocuWriter in 2026
How to Auto-Generate Docstrings, API References, and Living Docs with Mintlify and DocuWriter in …
How to Debug Production Bugs with Claude Code, Cursor, and Copilot Chat in 2026
How to Debug Production Bugs with Claude Code, Cursor, and Copilot Chat in 2026 TL;DR
How to Generate High-Quality Unit Tests with Qodo Cover-Agent, Diffblue, and Claude Code in 2026
How to Generate High-Quality Unit Tests with Qodo Cover-Agent, Diffblue, and Claude Code in 2026 …
How to Integrate AI Code Review with Qodo, CodeRabbit, and Greptile in Your GitHub Workflow in 2026
How to Integrate AI Code Review with Qodo, CodeRabbit, and Greptile in Your GitHub Workflow in 2026 …
How to Set Up AI Code Completion with Cursor Tab, GitHub Copilot, and Continue in 2026
How to Set Up AI Code Completion with Cursor Tab, GitHub Copilot, and Continue in 2026 TL;DR
How to Build a Retrieval-Augmented Agent with LangGraph, LlamaIndex, and CrewAI in 2026
How to Build a Retrieval-Augmented Agent with LangGraph, LlamaIndex, and CrewAI in 2026 TL;DR
How to Build a Browser Agent with Anthropic Computer Use, OpenAI Operator, and Browser Use in 2026
How to Build a Browser Agent with Anthropic Computer Use, OpenAI Operator, and Browser Use in 2026 …
How to Build a Code Execution Agent with E2B, Daytona, and Claude Agent SDK in 2026
How to Build a Code Execution Agent with E2B, Daytona, and Claude Agent SDK in 2026 TL;DR
How to Build a Production AI Workflow with LangGraph, Temporal, and Prefect in 2026
How to Build a Production AI Workflow with LangGraph, Temporal, and Prefect in 2026 TL;DR
How to Build Retry, Fallback, and Self-Correction in AI Agents (2026)
A specification-first guide to retry with backoff, durable execution via LangGraph and Temporal, and Pydantic AI …
How to Cut Agent Costs with OpenRouter, Helicone, and LiteLLM (2026)
A specification-first guide to cutting agent API spend with OpenRouter routing, Helicone and LiteLLM prompt caching, and …
Instrument an AI Agent: LangSmith, Langfuse, OTel GenAI (2026)
Instrument a production AI agent with LangSmith, Langfuse, and OpenTelemetry GenAI semconv in 2026 — span design, SDK …
Agent Guardrails 2026: NeMo, Llama Guard, Claude SDK Hooks
Build agent guardrails that survive production. Stack NeMo input rails, Llama Guard 4 classifiers, and Claude Agent SDK …
Adding Human Approval Gates to AI Agents Without Killing Throughput
Stop your agent from sending the wrong email or paying the wrong invoice. Spec-first guide to human approval gates in …
Build a Stateful Agent with LangGraph, Mem0, and Zep in 2026
Stateful agents need three storage layers, not one. Wire LangGraph, Mem0, and Zep into an agent that survives restarts …
Agent Evaluation Pipeline: LangSmith, Braintrust, DeepEval (2026)
Specify a three-layer agent eval pipeline — DeepEval in CI, Braintrust for experiments, LangSmith for production traces. …
Which Agent Framework Fits? Matching State, Control, and Scale
Choosing between LangGraph, CrewAI, AutoGen, or LlamaIndex Workflows in 2026? Decompose your agent system, match …
Choose Your Multi-Agent Topology Before You Pick a Framework
A specification-first guide to building multi-agent systems in 2026. Learn when to pick LangGraph, CrewAI, OpenAI Agents …
Persistent Memory for AI Agents: Mem0 vs Letta vs Zep (2026)
Spec a persistent memory layer for AI agents with Mem0, Letta, or Zep. A four-step decomposition for choosing the stack …