Fix My Code

Analyzes code as developers write it, using language models to identify potential bugs, performance issues, and code quality problems without requiring explicit linting configuration. The system likely processes code snippets through an AST or token-based analysis pipeline, comparing patterns against a learned model of common issues across multiple programming languages. Detection happens synchronously during editing, providing immediate feedback rather than batch analysis.

Generates specific code refactoring suggestions to improve performance, readability, and maintainability by analyzing code structure and applying learned optimization patterns. The system likely uses a language model fine-tuned on high-quality code examples to propose concrete improvements (e.g., algorithm swaps, variable naming, loop optimization). Suggestions are ranked by impact or confidence, though the ranking mechanism is not publicly documented.

Identifies accessibility violations in code (likely HTML/CSS/JavaScript for web applications) and suggests fixes to meet WCAG standards or other accessibility guidelines. The system analyzes code against known accessibility patterns and anti-patterns, potentially using both rule-based checks and AI-driven suggestions to recommend remediation. This may include semantic HTML improvements, ARIA attribute additions, color contrast fixes, and keyboard navigation enhancements.

Provides code analysis and suggestions across multiple programming languages through a single interface, abstracting away language-specific tool chains and configurations. The system likely uses a language-agnostic code representation (possibly AST-based or token-based) to apply common analysis patterns across languages, with language-specific models or rules for language-particular issues. This eliminates the need for developers to configure separate linters, formatters, and analysis tools for each language.

Delivers code analysis results directly within the development environment as inline annotations, highlights, and suggestions without requiring context switching to external tools. The system integrates with popular IDEs (likely VS Code, JetBrains, etc.) to display issues at the point of code, with visual indicators (squiggly underlines, gutter icons, inline messages) that match IDE conventions. Feedback is delivered synchronously as developers type, enabling immediate awareness of issues.

Provides full access to code analysis and optimization features without requiring payment, account creation, or API key management, removing friction for individual developers and small teams. The business model likely relies on freemium monetization (free tier for individuals, paid tiers for teams or advanced features) or is subsidized by parent organization (UserWay). No authentication requirements mean developers can start using the tool immediately without onboarding overhead.