Vibe Coding Guides
Short, practical guides for non-coders, solo builders, and developers using AI to build software with plain language prompts.
Start Here
The core AgentRanks path: understand vibe coding, choose a model, then avoid the failure modes that hurt beginners most.
What Is Vibe Coding?
Creator, meaning, non-coder workflow, safe rules, and embedded model rank for vibe coding.
HalluSquatting AI Agent Attack
How hallucinated repo names, package names, and URLs can become tool-execution risk.
AI Coding Agent Deleted My Files
What to do first when an agent deletes, overwrites, or damages local work.
AI Coding Agent Security Risks
Prompt injection, terminal execution, secret leaks, and safe workflow rules.
Fundamentals
Focused explainers for faster buying and workflow decisions.
What Is an AI Coding Agent?
How agents differ from LLMs and why architecture matters.
AI Agent vs LLM
The practical difference between model capability and tool-using agents.
What Is SWE-bench?
How the benchmark works and how to interpret scores.
How AgentRanks Scores Work
The formula behind stack scores and architecture scores.
Score Audit
Why static ARscore needs real coding tests and source labels.
Buying Guides
Focused explainers for faster buying and workflow decisions.
Top 10 AI Coding Agents
Ranked agents with workflow and pricing context.
Best Free AI Coding Agents
Open-source and free-agent options.
AI Agent Pricing Guide
Subscription, token usage, hidden limits, and cost burn.
How to Choose an Agent
A workflow-first selection framework.
Deep Dives
Focused explainers for faster buying and workflow decisions.