How It Works
Uncoder AI acts as a modern integrated development environment (IDE) tailored for detection engineers. At its core is a specialized code editor that supports writing and refining detection logic with precision and speed.
The editor recognizes the detection language automatically and adapts syntax highlighting accordingly. Whether you’re working with Sigma or Roota, the system suggests relevant field names, operators, ATT&CK techniques, and log sources in real time, based on Uncoder AI’s knowledge of thousands of community-driven rules in the Threat Detection Marketplace.
Users can begin from scratch, upload existing files, or choose from preloaded templates to jumpstart their work. The autocomplete feature adapts as you type—pulling from structured metadata in existing content to recommend the right tags, fields, and format for your detection logic.
Why It’s Innovative
While typical detection content editors are static and offer little to no intelligent assistance, Uncoder AI introduces a contextual, AI-enhanced editing experience. The innovation lies in:
- Context-aware autocomplete trained on thousands of production rules
- Language recognition without manual selection
- ATT&CK mapping and log source suggestions during editing
- Cross-standard compatibility with both Sigma and Roota formats
This turns the editor into more than a text field—it becomes a productivity tool for cybersecurity rule development.
Operational Value
- Reduces Friction in Rule Writing: Smart suggestions accelerate rule development and eliminate the need to reference documentation constantly.
- Minimizes Errors: Built-in intelligence reduces syntax issues and incomplete mappings.
- Boosts Detection Quality: Embeds relevant ATT&CK context and known-good structures to improve the utility of rules.
- Scales to Any Language: Works seamlessly with the 48+ detection formats supported in production by SOC Prime.
Power of Familiarity, Enhanced by Intelligence
Uncoder AI’s editor combines the familiar workflow of a code IDE with the AI assistance security teams need—bridging precision and efficiency for modern threat detection workflows.
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