Signal Over Noise

Signal Over Noise

The Best Agent Tools Aren't on Your Timeline

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What May 2026 Told Us About the AI Tools That Actually Ship
Thirty days, thirty posts, and the patterns that survived contact with real work.
 • Justin Wilson
The Agent Framework Wars: A Practitioner Scorecard
Six frameworks, four criteria that actually matter in production, and the honest verdict after a month of writing about them.
 • Justin Wilson
Composio: The Tool Registry That Wants to Be the npm of Agent Capabilities
A hosted catalog of 1000+ toolkits with auth handled for you.
 • Justin Wilson
Dify: The Visual Builder for People Who Don't Want to Write Agent Code
A node-based LLMOps platform with 140k stars and one honest question to answer.
 • Justin Wilson
Agents Should Be Distributed Like Libraries, Not Like SaaS
The marketplaces want to be the App Store of agents.
 • Justin Wilson
Shipping Skills as npm Packages: A Workflow That Actually Scales
The package manager already solved this problem.
 • Justin Wilson
Stop Building Agents. Build Skills.
The agent is a loop.
 • Justin Wilson
Claude Skills: The Most Underrated Feature in the Agent Ecosystem
A folder with a markdown file, and somehow it solves the problem every other vendor is still trying to ship around.
 • Justin Wilson
Built-In Tools Are the Whole Game
A loop with nothing to call is a chatbot.
 • Justin Wilson
Signal Over Noise
Signal Over Noise
Most AI content is written by people selling something. This isn't. Signal Over Noise is a practitioner-first publication on AI agents and automation, written by a CTO who's made the expensive mistakes so you don't have to.

Signal Over Noise

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