Prompt Details
Model
Chat - (gpt-5.2)
Token size
2,780
Example input
[PRIMARY_TECH_STACK]: TypeScript + Node.js + React
[confidence: low | medium | high]: high
Example output
Executive summary
A secure, low risk VS Code AI stack for a mid stage TypeScript and Node.js organization of 25 developers. The baseline prioritizes data residency, minimal cloud exposure, and predictable maintenance while still delivering measurable productivity gains.
Comparison table
| Tool | FC | PL | SEC | STAB | SCALE | LONG | Weighted | Status |
| GitHub Copilot | 4 | 4 | 4 | 4 | 3 | 4 | 3.89 | Recommended |
| Tabnine | 3 | 3 | 3 | 3 | 3 | 3 | 3.00 | Acceptable |
| Continue.dev | 3 | 3 | 3 | 3 | 2 | 3 | 2.79 | Downgraded |
| VS Code built in | 2 | 2 | 3 | 3 | 3 | 3 | 2.68 | Downgraded |
Stack A Baseline
Components: Copilot, VS Code built in AI
Auth: SSO via GitHub Enterprise
Data model: context sent to cloud, no codebase retention
Rollback: uninstall extension, revoke token, clear cache
Workflows
Workflow A: Inline completion during feature work
Workflow B: Team pull request review with AI summaries
KPIs
Context switching reduced 25 percent
Cycle time improved 18 percent
Architecture
Developer IDE -> Copilot Cloud -> GitHub org boundary
Clear data exit point at identity layer
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GPT-5.2
A production ready framework for designing and governing Visual Studio Code AI extensions. It evaluates multiple tools with a security first scoring model, defines baseline and advanced stacks, maps data flows, and provides hardened settings, rollback steps, and measurable productivity KPIs for real teams and organizations.
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Added over 1 month ago
