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Tool review

This collection brings together practical Tool review guides, experiments, and lessons from real AI agent workflows.

Latest in Tool review

Tool review articles and guides

Browse every All Agents Considered article filed under Tool review.

How Pangram Decides What Looks Like AI

July 28, 2026

Product Thinking

How Pangram Decides What Looks Like AI

From its training data to the percentage on your screen, this is how Substack’s new AI detector works.

Dan Cucolea Read more: How Pangram Decides What Looks Like AI
OpenAI Is Coming for Hermes One Codex Update at a Time

July 14, 2026

Hermes

OpenAI Is Coming for Hermes One Codex Update at a Time

OpenAI keeps folding more of my agent stack into a $20 subscription. I still run Hermes as I want complete control over my workflows and the freedom to choose any model.

Dan Cucolea Read more: OpenAI Is Coming for Hermes One Codex Update at a Time
My Hermes AI Agent Maintenance Routine For Maximum Reliability

May 26, 2026

My Stack

My Hermes AI Agent Maintenance Routine For Maximum Reliability

Copy-paste prompts for checking Hermes memory, gateways, scheduled jobs, model IDs, and backups before silent drift breaks your agent workflows.

Dan Cucolea Read more: My Hermes AI Agent Maintenance Routine For Maximum Reliability
I Tested 6 AI Plans to Find What $5, $10 and $20 Get You

May 19, 2026

My Stack

I Tested 6 AI Plans to Find What $5, $10 and $20 Get You

I ran six plans through Hermes to find out which ones finish the job and which ones just look cheap on the invoice.

Dan Cucolea Read more: I Tested 6 AI Plans to Find What $5, $10 and $20 Get You
When to Use MCPs, CLIs, or Your Own Tool

May 12, 2026

My Stack

When to Use MCPs, CLIs, or Your Own Tool

A practical decision framework for choosing between MCPs, CLIs, and custom wrappers to give Hermes, or any other AI agent, the right interface instead of connecting every tool.

Dan Cucolea Read more: When to Use MCPs, CLIs, or Your Own Tool
How to Use Claude Code For Free With OpenCode Models

May 5, 2026

My Stack

How to Use Claude Code For Free With OpenCode Models

I built a Cloudflare Worker that lets Claude Code talk to OpenCode Go and Zen models, including free models like MiniMax M2.5 and Nemotron 3 Super.

Dan Cucolea Read more: How to Use Claude Code For Free With OpenCode Models
The $30 Hermes Stack That Makes Claude Max Look Like a Ripoff

April 7, 2026

My Stack

The $30 Hermes Stack That Makes Claude Max Look Like a Ripoff

Claude charges $200 per month for Cowork and Code, but it limits you mid session. Here’s the Hermes stack that beats both with unified system memory, file sync, blazing fast speed, and unlimited usage

Dan Cucolea Read more: The $30 Hermes Stack That Makes Claude Max Look Like a Ripoff
Hermes Is the AI Agent OpenClaw Promised to Be

March 31, 2026

My Stack

Hermes Is the AI Agent OpenClaw Promised to Be

Hermes is the AI agent I’d recommend to anyone starting today. Here’s how I migrated from OpenClaw.

Dan Cucolea Read more: Hermes Is the AI Agent OpenClaw Promised to Be
OpenClaw vs Claude Cowork vs Perplexity Computer - Which AI Agent Actually Fits Your Life

March 17, 2026

My Stack

OpenClaw vs Claude Cowork vs Perplexity Computer - Which AI Agent Actually Fits Your Life

Three tools, three philosophies, one guide to help you choose.

Dan Cucolea Read more: OpenClaw vs Claude Cowork vs Perplexity Computer - Which AI Agent Actually Fits Your Life
Forgetting to Forget - How Infinite Memory Reinvents OpenClaw

March 10, 2026

Prompting

Forgetting to Forget - How Infinite Memory Reinvents OpenClaw

OpenClaw finally remembers everything. Here's what changed, how I set it up, and what it means for anyone building with AI agents.

Dan Cucolea Read more: Forgetting to Forget - How Infinite Memory Reinvents OpenClaw
How to Search Beyond the Docs When Your Code Won't Work

October 28, 2025

MCP Server

How to Search Beyond the Docs When Your Code Won't Work

I wasted 45 minutes Googling a TanStack bug. Then Exa found the GitHub discussion with my exact fix in 5 minutes. Here's my setup.

Dan Cucolea Read more: How to Search Beyond the Docs When Your Code Won't Work

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