SECAI Core · phase 12 of 15
Integrated development environment
A software application that provides comprehensive tools and features to facilitate computer programming and software development.
The Explain card
- Plain English
- An IDE is the all-in-one workspace where developers write, run, debug and manage code: editor, compiler, debugger and version control in a single application.
- Example
- A data scientist builds a fine-tuning pipeline in an IDE with an AI assistant plugin. The IDE highlights syntax errors, runs the tests, and the plugin suggests code, all without leaving the window.
- Why it matters
- The IDE is where security tooling meets the developer. Linters, secret scanners and AI assistants plug in here, but so do malicious extensions and poisoned autocomplete, so the IDE itself is part of the attack surface.
- Hook
- The cockpit: every instrument in one place, so guard who sits in it.
Where it sits in the deck
Phase 12: Defensive Technologies and Secure Development Practices
Map defences directly to the attacks just catalogued — the technical controls, secure coding practices, and protective tools that harden AI and traditional systems alike.
