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Instant QA edge-case, boundary & context-aware AI test data form filler for developers. ⚡ Stop breaking staging databases with static `asdf` inputs or spending hours writing custom regex rules for field mocks. Filli AI is an AI-powered test data generator designed specifically for developers, QA engineers, and software testers. While standard extensions like Fake Filler populate forms with basic, unvalidated random strings, Filli AI uses contextual AI to analyze form schemas, field constraints, and validation logic instantly. Generate realistic mock data, dummy text, localized inputs, and extreme edge cases in a single click. --- 🔧 KEY DEVELOPER & QA FEATURES 🤖 Context-Aware Mock & Dummy Data • AI reads field labels, input types, and surrounding DOM structure to generate contextually valid test data. • Generates realistic names, addresses, corporate emails, JSON payloads, and domain-specific inputs. 💥 One-Click Edge Case & Boundary Testing • Instantly populate forms with boundary values: long-string stress tests, special characters, unicode variations, negative numbers, and boundary limits. • Verify layout responsiveness, input validation logic, and sanitization handling without manual typing. ⚡ Zero Configuration & Rule Setup • Skip tedious column mapping or complex regular expressions. Filli AI evaluates page context dynamically without manual field rules. • Works seamlessly on custom web portals, dynamic React/Angular/Vue forms, multi-step wizards, and shadow DOM elements. 🎯 Custom AI Test Profiles & Personas • Create and save custom testing personas (e.g., "International User", "B2B Enterprise Admin", "Invalid Phone Format"). • Instruct the AI using custom prompts to generate hyper-specific data sets required for your test suites. --- ⚔️ FILLI AI VS. TRADITIONAL QA FILLERS • Vs. Random Data Fillers: Traditional fillers output purely random strings that fail basic frontend or backend validation. Filli AI generates schema-aware, realistic mock data that passes validation rules every time. • Vs. Manual Field Rules: Avoid setting up static mapping rules for every new form or staging environment. Filli AI detects field intent automatically. --- 🔒 TRANSPARENT & SECURE ARCHITECTURE • Zero Data Retention: Only structural DOM metadata (field labels, input types) is processed to determine field context. Your data is never saved, monetized, or used for model training. • Flexible API Options: Use our secure default proxy or connect your own API keys (OpenAI / Anthropic / Gemini) for complete environment control. --- 👥 BUILT FOR: • QA Engineers running manual visual, regression, or exploratory test passes. • Frontend & Full-Stack Developers testing form validation, layout constraints, and error states. • Product Managers & Designers previewing realistic UI content in staging environments. --- ❓ FREQUENTLY ASKED QUESTIONS (FAQ) Q: How do I use an AI form filler in Chrome? A: Simply install Filli AI, open any web form or staging environment, and click "Autofill". The extension analyzes field labels, attributes, and DOM context to generate valid mock data in one click. Q: Which AI can I use to generate fake test data? A: Filli AI uses advanced LLMs (OpenAI, Anthropic, Gemini) specifically conditioned to analyze form validation logic and generate context-aware mock data, custom personas, and boundary values. Q: How do I generate fake data for form testing without manual mapping? A: Traditional tools require manual Excel mapping or regex rules. Filli AI evaluates field intent dynamically using AI, meaning zero setup or custom column configuration is needed. Q: Is Filli AI safe for internal dev and staging environments? A: Yes. Filli AI only processes structural DOM metadata (labels, input types). Your sensitive data is never stored or used for model training, and you can connect your own API keys for full privacy control. --- Streamline your QA workflow and uncover edge cases faster with Filli AI.