AI Directory Guides

AI Directory

Tested workflows and practical guides for ai directory.

How to Benchmark AI Coding Agents Fairly: A Reproducible Protocol

A practical benchmark methodology for comparing coding agents on the same feature, tests and environment—without claiming results that were not measured.

AiFolder Editorial Team·Oct 10, 2026·5 min read

AI Directory

EmbeddingGemma 2: Build Private Multimodal Search On Device

How EmbeddingGemma 2 combines text, image and audio retrieval locally, with honest memory estimates and a reproducible evaluation plan.

AiFolder Editorial Team·Oct 10, 2026·4 min read

AI Directory

AI Agent Permissions Explained: What Should You Never Give an Agent?

Learn how to scope AI agent permissions with least privilege, sandboxing, restricted network access, protected secrets and approval gates for risky actions.

AiFolder Editorial Team·Oct 8, 2026·6 min read

AI Directory

GPT-6 Intelligent UI Explained: What Changed in ChatGPT

GPT-6 introduces Intelligent UI to ChatGPT: an overview of its capabilities, rollout and limitations.

AiFolder Editorial Team·Oct 8, 2026·5 min read

AI Directory

Claude Haiku 5.5 vs Sonnet 5.5: A Task-Based Agent Selection Guide

A long agent task is rarely one uniform reasoning problem.

AiFolder Editorial Team·Oct 8, 2026·8 min read

AI Directory

AI Tools for Developers: Choose by Workflow, Scope and Review Cost

A developer fixing one expression needs a different workflow from a developer moving authentication across a repository.

AiFolder Editorial Team·Oct 8, 2026·5 min read

AI Directory

Mistral Large 4: 1T Open-Weight Model Explained

Mistral Large 4 enters public preview as a 1.05T-parameter multimodal Mixture-of-Experts model with a 1M context window. Official pages currently disagree on active-parameter count; see the source note.

AiFolder Editorial Team·Oct 8, 2026·6 min read

AI Directory

Free AI Tools Without Signup: How to Check Access, Privacy and Exports

An account-free tool is useful when you need one narrow result quickly: remove a background from a sample image, turn a short note into an outline, or inspect a small block of public text.

AiFolder Editorial Team·Sep 17, 2026·11 min read