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Sergey Rodionov

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#artificial intelligence Review Oct 2026

Improving Environment-Agnostic Coding Agents: The Role of Scaffolding

Stronger language models may increasingly construct useful procedures for themselves, reducing the advantage of developer-supplied scaffolding. We investigate why this advantage persists and whether an environment-agnostic agent can be improved without environment-specific engineering. We evaluate a Codex-based agent i...

Sergey Rodionov · 0 citations

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