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Gemini Executive Synthesis

Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors.

Technical Positioning
A tool that generates 'semantic' and 'resilient' selectors, superior to brittle alternatives from browser dev tools, specifically for browser automation and testing.
SaaS Insight & Market Implications
This addresses a critical pain point in browser automation and testing: selector fragility. Traditional selectors break easily with UI changes, leading to significant maintenance overhead. Selector Forge, leveraging AI, aims to generate more robust, 'semantic' selectors, directly improving the reliability and reducing the maintenance burden of automation scripts. Its origin as an abstracted component for a coding agent (Intuned Agent) highlights the broader trend of AI-assisted development. The open-source, freemium model with paid plans for unlimited usage positions it for rapid adoption among developers and QA teams. This product directly enhances developer productivity and automation stability, a high-value proposition in the B2B SaaS market.
Proprietary Technical Taxonomy
browser extension AI-generated resilient selectors CSS/XPath selectors semantic browser automations coding agent LLMs

Raw Developer Origin & Technical Request

Source Icon Hacker News Jun 23, 2026
Show HN: Selector Forge – browser extension for AI-generated resilient selectors

Hi HN, I'm Ahmad from the Intuned (intunedhq.com team. Today, we're releasing and open-sourcing Selector Forge (selectorforge.ai a browser extension that generates reliable CSS/XPath selectors using AI.You can use it to create a selector for a single element or for an array of elements. The selectors it creates are meant to be "semantic" and more resilient to page changes than what Chrome DevTool’s “Copy Selector” (and other similar extensions) give you. Those tend to hand you something brittle like `#top > div.w-100.ph0-l.ph3.ph4-m > h1 > span`, which can break with a minimal page change. Selector Forge aims for selectors that don't break as easily. Here are some selectors that Selector Forge created: `//div[@aria-label="Showing weekly downloads"]//p[@aria-live="polite"]` (item selector) and `//*[local-name()='svg' and @aria-label="Download statistics"]/following-sibling::div` (list selector).Here is a video demo of using the extension:

Forge on Chrome: chromewebstore.google.com/detail/lbendfnlmh... Forge on Firefox:
addons.mozilla.org/en-US/firefox/add... Forge code:
github.com/Intuned/selector-... For the past couple of years we've been building Intuned Agent, a coding agent for building and maintaining browser automations. We quickly figured out that the most fragile part of any browser code is usually the selectors and that creating good selectors can go a long way towards improving the quality and reliability of the automation itself.So we abstracted selector creation into its own agent, wrapped it as a tool, and let our codegen agent call it. LLMs by default don't do a great job generating good selectors, so this turned out to be really useful and improved the code our agent generates.We recently thought that this piece (the selector agent/creation) is useful on its own (outside our platform) so we packaged it as a browser extension. That’s this post!Selector Forge is open source, and the version in the browser stores (Chrome and Firefox) is free for up to 200 selectors/month. Unlimited usage is part of our paid plans.We realize most developers aren't writing this kind of code by hand anymore, so the next step is exposing this functionality in a way coding agents can call directly, over a CLI or MCP. Here's our roadmap: github.com/Intuned/selector-... to hear your thoughts, questions, and feedback!

Developer Debate & Comments

robert969 • Jun 23, 2026
[flagged]
sarupbanskota • Jun 23, 2026
Why do you think LLMs don't do a good job at generating good selectors by default?
Nicolau_Amorim • Jun 22, 2026
[flagged]

Frequently Asked Questions

Market intelligence mapped to Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors..

How is Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors. positioned in the market?
Based on our AI analysis of the original developer request, its primary technical positioning is: A tool that generates 'semantic' and 'resilient' selectors, superior to brittle alternatives from browser dev tools, specifically for browser automation and testing.
Are engineers actively discussing Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors.?
Yes, we have tracked 2 direct responses and active debates regarding this specific topic originating from Hacker News.
What architecture is tied to Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors.?
Our proprietary extraction maps Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors. to adjacent architectural concepts including browser extension, AI-generated, resilient selectors, CSS/XPath selectors.
Is anyone launching products related to Selector Forge, a browser extension for AI-generated resilient CSS/XPath selectors.?
Yes, market intelligence reveals commercial overlap. A product named 'What's Up With That?' focuses directly on this: Get instant insights about the topic you're reading about

Engagement Signals

34
Upvotes
2
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Cross-Market Term Frequency

Quantifies the cross-market adoption of foundational terms like CLI and MCP by tracking occurrence frequency across active SaaS architectures and enterprise developer debates.