AX: Vercel vs Railway vs Netlify
A four-stage agent experience audit of Vercel, Railway, and Netlify — testing discoverability, onboarding, integration, and agent tooling.
Agent Experience (AX)
How well do developer tools work with AI coding agents?
We test discoverability, documentation, onboarding, and integration quality
to measure AX across developer platforms.
All AX articles
GrowthBook for AI Agents: An AX Audit
We audited GrowthBook across discoverability, onboarding, integration, and agent tooling. The experimentation features are strong, but the CLI gaps and buried Django documentation cost it points.
Do Agents Need Quickstart Guides?
I ran the same Infisical integration task with and without quickstart guides. The docs run completed fully autonomously. The vanilla run needed 30 minutes of manual UI navigation.
Airweave for AI Agents: A Product Evaluation
A four-stage product evaluation of Airweave — testing discoverability, onboarding, integration, and agent tooling for AI agents.
The companies defining Agent Experience (AX)
How Vercel, Netlify, Resend, and Mintlify approach Agent Experience, where their definitions fall short, and a framework for measuring AX properly.
Freestyle.sh for AI Agents: An AX Audit
A four-stage agent experience audit of Freestyle — testing discoverability, onboarding, integration, and agent tooling, with a competitor comparison.
Prefect with AI Agents: The Real Agent Experience
We tested Prefect's agent experience across four stages (discoverability, onboarding, integration, and agent tooling). Here's every score and what it took to get there.
DocuSign for AI Agents: What Actually Works in 2026
I tested DocuSign's agent experience across five stages (discoverability, onboarding, integration, MCP server, and skills). Here's every score and what it took to get there.
AX: Sentry vs TrackJS vs Raygun
Comparing Sentry, Raygun, and TrackJS for application error tracking. We tested how easily an AI agent could integrate each tool into an app, to compare the service's features, documentation, and usability.
AX: Supabase vs PlanetScale
Comparing Supabase and PlanetScale for agent experience. We tested how easily Claude Code could discover, sign up for, and build a full-stack app with each database platform.
Agent Experience Guide: Transcription APIs
I tested three transcription APIs with different agent visibility levels to see if discoverability predicts quality. The invisible platform had the best features.
AX: Honeycomb vs SigNoz
Comparing Honeycomb and SigNoz for application monitoring. We tested how easily an AI agent could integrate each tool into an app, to compare the service's features, documentation, and usability.
Agent Experience for Browser Automation Platforms: Browserless vs Browserbase vs Anchor
Testing three browser automation platforms through AI coding agents. Comparing discoverability, documentation quality, and real-world features like CAPTCHA solving, parallel execution, and bot detection to see if agent visibility predicts actual performance.
Introducing the AX Benchmark: Measuring Agent Experience for Developer Platforms
We're evaluating how well AI agents can discover, sign up for, onboard, and integrate with developer tools. Here's our framework for measuring Agent Experience (AX) across five key metrics.