A robust AI-assistant offering context-aware suggestions

★★★★★

Automated test generation and code review hooks. Its strength lies in boosting productivity for common tasks, but it suffers from security and reliability gaps—studies found about 29% of Python snippets included vulnerabilities. For mission-critical, complex, or highly secure codebases, Copilot demands heavy human oversight and may not deliver consistent trust.

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