Intuned – Browser Automation That Writes Its Own Maintenance

TL;DR

TL;DR: Intuned is a code-first browser automation platform with an AI agent that writes your scrapers and RPA scripts, then auto-updates them when the target site changes — no more maintenance nightmares.

Source and Accuracy Notes

• Project page: intunedhq.com
• Source repository: github.com/intuned/cookbook
• License: MIT (per cookbook repo package.json and community examples)
• HN launch thread: news.ycombinator.com/item?id=48445171 (YC S22)
• Source last checked: 2026-08-15

What Is Intuned?

Most browser automation tools give you a framework and leave the maintenance to you. When a target site changes its HTML, your scraper breaks — and you have to fix it yourself.

Intuned flips this. From the product page:

“Build reliable integrations for services with no APIs. Intuned Agent generates and maintains the integration code — reverse-engineered network calls or browser automation — and runs it at scale with auth, captcha solving, and observability.”

The core loop:

1. Describe what you want to automate in plain language
2. Intuned Agent writes the Playwright/Stagehand/browser automation code
3. Intuned Agent monitors the automation and auto-patches it when the target site changes
4. You get a hosted API endpoint your product calls — no infrastructure to manage

Setup Workflow

Step 1: Install the CLI

npm install -g @intuned/cli

Step 2: Create a Project

npx create-intuned-project@latest

The interactive wizard asks for language (TypeScript or Python), a template, and a project name. Templates include starter, rpa-example, starter-shopify, starter-stagehand, and more — see the cookbook repo for the full list.

Step 3: Configure Your API Key

Create a .env file in your project root:

INTUNED_API_KEY=your_key_here

Get your key from the Intuned dashboard.

Step 4: Run an Automation

TypeScript:

yarn install
intuned dev run api <api-name> .parameters/api/<api-name>/default.json

Python:

uv sync
intuned dev run api <api-name> .parameters/api/<api-name>/default.json

The CLI’s intuned dev run command executes your automation against the target site. In production, Intuned hosts and scales it for you.

Deeper Analysis

Architecture

Intuned is not a visual scraper or a low-code workflow builder. It is a code-first platform — your automations are deterministic scripts you can version-control and audit. The AI agent assists with generation and ongoing maintenance, but the output is real code in your repo.

The cookbook repo shows the breadth of what’s available:

• TypeScript examples: starter, auth-with-email-OTP, captcha-solving, CDP connection, Playwright basics, Stagehand AI browser automation, Browser SDK helpers, hybrid-automation combining Stagehand with Intuned Browser SDK, and more
• Python examples: starter, Crawl4AI integration, Scrapy starter, Browser-Use AI integration, and more

AI Agent Maintenance

The maintenance pitch is the most distinctive part. When a site changes its DOM structure or API responses, traditional scrapers break silently. Intuned Agent detects degradation and attempts self-healing — patching the automation without human intervention. Real-world effectiveness depends on how fundamental the site change is.

Observability

Production automations come with built-in logging and monitoring. You can see execution traces, error rates, and retry logic without wiring up your own observability stack.

Auth and Captcha Handling

The platform handles session management (cookies, headers, JWT refresh) and captcha solving (reCAPTCHA, Cloudflare, custom captchas) out of the box. Examples like captcha-in-login and auth-with-email-otp demonstrate these patterns.

Practical Evaluation Checklist

• Write a scraper for a real site with dynamic content
• Verify auto-maintenance triggers when you intentionally break the target
• Test captcha solving on a protected endpoint
• Evaluate the hosted API latency vs. self-hosted Playwright
• Check Python support if TypeScript is not your stack

Security Notes

• Your automation code lives in your own repo — Intuned hosts and executes it, but you own the source
• API keys are scoped to your account and injected at runtime, not stored in code
• Auth session handling is designed to avoid credential leakage, but review the examples before using them with production credentials
• Be mindful of target sites’ Terms of Service when scraping

FAQ

Q: Does Intuned run headless browsers in the cloud? A: Yes. The hosted platform runs Playwright/Stagehand in cloud containers. You can also develop locally with the CLI and deploy with intuned dev run.

Q: What languages are supported? A: TypeScript and Python, with examples for both in the public cookbook.

Q: How does auto-maintenance work in practice? A: Intuned Agent monitors automation health. When degradation is detected (e.g., selector no longer matches), it attempts to generate a patch. The level of success depends on how significant the site change is.

Q: Is there a self-hosted option? A: The platform is cloud-hosted. You develop locally with the CLI but execution happens on Intuned’s infrastructure.

Q: Can I see the code before deploying? A: Yes. Automations are written to your local project. You review and version-control them before deployment.

Q: How is this different from Playwright/Stagehand directly? A: Playwright and Stagehand are client libraries. Intuned adds the AI generation layer, hosted execution, auto-maintenance, auth management, and captcha solving as a managed service.

Conclusion

Intuned solves the least fun part of browser automation: maintenance. Writing a scraper is a one-time effort; keeping it working as sites evolve is the ongoing cost that most tools ignore. By pairing AI code generation with hosted execution and self-healing maintenance, Intuned shifts the burden from you to the platform.

The code-first approach means you don’t lose visibility or control — your automations are real scripts you can audit. The cloud hosting means you don’t manage infrastructure. Worth trying if you have any recurring browser automation task in your stack.

• intunedhq.com
• Documentation
• GitHub Cookbook