Guides

Guides, comparisons, and best practices for building with AI.

Claude Skills: Dev Setup

Claude Skills: Dev Setup

Build quickly. Install and deploy skills in your workflow.

Claude Skills: Save Hours

Claude Skills: Save Hours

Work faster. Practical use cases that cut weekly busywork.

Agent Stack: Skills vs MCP

Agent Stack: Skills vs MCP

Choose smarter. Understand how agents connect, think, and act.

Claude Skills: Complete Guide

Claude Skills: Complete Guide

Learn the system. How Claude Skills enable reusable AI workflows.

Nemotron 3 Super: NIM Setup

Nemotron 3 Super: NIM Setup

Deploy locally. Run Nemotron 3 Super using NVIDIA NIM in minutes.

Nemotron 3 Super vs DeepSeek V3

Nemotron 3 Super vs DeepSeek V3

Compare agent brains. Which model runs autonomous coding systems better.

Nemotron 3 Super vs Qwen 3

Nemotron 3 Super vs Qwen 3

Compare realistically. Which open model wins real coding tasks.

Nemotron 3 Super: Coding Agents

Nemotron 3 Super: Coding Agents

Understand the model. NVIDIA’s open agentic LLM built for large-scale coding workflows.

Gemini 3.1 Models: Flash vs Pro

Gemini 3.1 Models: Flash vs Pro

Choose wisely. Speed, cost, and reasoning tradeoffs explained.

Gemini Flash-Lite: Thinking Levels

Gemini Flash-Lite: Thinking Levels

Tune reasoning. Adjust thinking levels for speed and depth.

Claude for OSS: Maintainer Relief

Claude for OSS: Maintainer Relief

Reduce burnout. Use AI to lighten open-source maintenance work.

Claude Code: Loop Automation

Claude Code: Loop Automation

Automate tasks. Schedule development workflows with the /loop command.

Gemini Flash-Lite: Access Guide

Gemini Flash-Lite: Access Guide

Get access fast. Step-by-step setup for Gemini Flash-Lite.

Gemini 3.1: Beginner Guide

Gemini 3.1: Beginner Guide

Start building. A simple path to using Gemini effectively.

Gemini Flash-Lite: Simple Guide

Gemini Flash-Lite: Simple Guide

Start quickly. A plain-English overview of the lightweight Gemini model.

Claude Max 20x: Open Source Offer

Claude Max 20x: Open Source Offer

Claim free access. Six months for qualified open-source developers.

Model Context Protocol: Server Guide

Model Context Protocol: Server Guide

Connect efficiently. What MCP is and which servers matter most.

OpenClaw Setup Guide: From Zero to AI Assistant

OpenClaw Setup Guide: From Zero to AI Assistant

Install fast. Connect your AI provider and messaging apps in 10-15 minutes with this step-by-step guide.

Model Context Protocol: Beginner Guide

Model Context Protocol: Beginner Guide

Understand the basics. A simple introduction to MCP fundamentals.

MCP Servers: 2026 Essentials

MCP Servers: 2026 Essentials

Connect smarter. How MCP servers power modern AI workflows.

Gemini 3.1 Pro: Eval Harness

Gemini 3.1 Pro: Eval Harness

Validate before launch. Build reproducible tests with Verdent.

Codex App Skills: Reusable Agents

Codex App Skills: Reusable Agents

Build safely. Create secure, reusable workflows for AI agents.

Gemini 3.1 Pro: Debug Workflow

Gemini 3.1 Pro: Debug Workflow

Debug with focus. Stack trace to minimal fix with regression checks.

Claude Code: Remote Control Setup

Claude Code: Remote Control Setup

Control remotely. Configure and manage agents from anywhere.

Claude Code: Parallel Workflow

Claude Code: Parallel Workflow

Run agents concurrently. A structured workflow for parallel coding tasks.

Claude Code: Worktree Setup

Claude Code: Worktree Setup

Set up worktrees. Enable parallel agents without repository conflicts.

Gemini 3.1 Pro: Repo Reviews

Gemini 3.1 Pro: Repo Reviews

Review at scale. A proven 1M-context workflow for large codebases.

Gemini 3.1 Pro: Vertex Access

Gemini 3.1 Pro: Vertex Access

Access securely. Setup, verification, and production checklist inside.

Gemini CLI: Repo-Scale Setup

Gemini CLI: Repo-Scale Setup

Set up fast. Install, authenticate, and run large-scale prompts.

Gemini 3.1 Pro: Cost Control

Gemini 3.1 Pro: Cost Control

Avoid bill shock. Token costs, caching, and thinking token impact explained.

Gemini 3.1 Pro: Model Selection Guide

Gemini 3.1 Pro: Model Selection Guide

Choose wisely. Compare capabilities, tradeoffs, and real developer use cases.

Gemini 3.1 Pro: Builder’s Model

Gemini 3.1 Pro: Builder’s Model

Build smarter systems. A reasoning-first model for complex coding and agentic workflows.

Claude Code Security: Production Readiness

Claude Code Security: Production Readiness

Assess risks. How Claude Code secures real-world development workflows.

MiniMax M2.5: Agentic Refactoring

MiniMax M2.5: Agentic Refactoring

Refactor at scale. Multi-file edits, tool calling, and CI workflows.

MiniMax M2.5: Pricing Breakdown

MiniMax M2.5: Pricing Breakdown

Optimize costs. Token pricing, plans, and pay-as-you-go tradeoffs explained.

MiniMax M2.5 API: First Agent

MiniMax M2.5 API: First Agent

Get started fast. Install, authenticate, and run your first coding agent.

MiniMax M2.5: Coding Benchmarks

MiniMax M2.5: Coding Benchmarks

Decide confidently. A data-driven comparison with Opus 4 for real coding tasks.

Multi-Agent Coding: Team Tools

Multi-Agent Coding: Team Tools

Lead effectively. Tools to manage AI coding agents like a tech lead.

AI Coding Tools: Future Stack Trends

AI Coding Tools: Future Stack Trends

Look ahead. How coding platforms like Verdent and Codex are shaping 2026.

Claude Sonnet 4.6: Writing Collaborator

Claude Sonnet 4.6: Writing Collaborator

Write smarter. Using Claude Sonnet 4.6 as a reliable writing partner.

Verdent Subagents: Custom Workflows

Verdent Subagents: Custom Workflows

Design intentionally. Build scalable, reliable AI workflows with subagents.

Codex App: REST API Guide

Codex App: REST API Guide

Build quickly. Hands-on REST API tutorial with Codex agents.

MiniMax M2: Coding Capabilities

MiniMax M2: Coding Capabilities

Understand strengths. Limits and best use cases in real workflows.

MiniMax Coding: Correct Model

MiniMax Coding: Correct Model

Choose correctly. Clear guidance on the right MiniMax model for coding.

GLM-5 in Verdent: Test Guide

GLM-5 in Verdent: Test Guide

Follow the steps. Run real GLM-5 tasks inside Verdent safely.

GLM-5: Current Release Status

GLM-5: Current Release Status

See availability. What’s live and ready today.

GLM-5 Coding: Benchmarks vs Reality

GLM-5 Coding: Benchmarks vs Reality

Test with intent. Benchmarks and real-world coding outcomes compared.

GLM-5: Developer Guide

GLM-5: Developer Guide

Learn fundamentals. What every developer should know before adoption.

Verdent vs Codex: Parallel AI IDEs

Verdent vs Codex: Parallel AI IDEs

Compare key differences. How each platform orchestrates parallel coding agents.

Codex App: Parallel Agents Review

Codex App: Parallel Agents Review

Try it now. First impressions on Codex’s multi-agent workflow.

Ralph TUI: Agent Mission Control

Ralph TUI: Agent Mission Control

Command agents. A terminal dashboard for coordinated AI operations.

Claude Code Bridge: Agent Terminal Hub

Claude Code Bridge: Agent Terminal Hub

Connect agents. An open-source command center for AI-driven development.

Codex vs Claude: Real Coding Feel

Codex vs Claude: Real Coding Feel

Compare hands-on. Real-world coding experience differences explained.

Codex App: Conflict-Free Worktrees

Codex App: Conflict-Free Worktrees

Understand worktrees. How parallel agents avoid Git conflicts.

Codex App: macOS Setup Guide

Codex App: macOS Setup Guide

Install in minutes. Step-by-step macOS installation from download to launch.

AI Code Review: Automated Insights

AI Code Review: Automated Insights

Review faster. Compare top AI tools for code quality.

AI Coding Assistants: Top Picks

AI Coding Assistants: Top Picks

Test thoroughly. Discover the most effective AI coding tools.

Codex App: Parallel Coding Hub

Codex App: Parallel Coding Hub

Manage efficiently. Control multiple AI agents seamlessly.

AI Code Generators: Prompt-to-Code

AI Code Generators: Prompt-to-Code

Describe clearly. Transform ideas into working code automatically.

AI Coding Tools: Agents to Platforms

AI Coding Tools: Agents to Platforms

Compare smarter. A clear map of modern AI coding stacks.

AI Coding Agents: Autonomous Development

AI Coding Agents: Autonomous Development

Ship autonomously. A practical path to reliable, self-directed code generation.