Shibu focused on stabilizing tool-interaction context within the openai/openai-agents-js repository, addressing a critical issue in multi-turn tool calls. By implementing a targeted bug fix in TypeScript, Shibu ensured that Gemini’s thought_signature and related providerMetadata were consistently preserved and passed through to outputs in both standard and streaming responses. This work required careful debugging and comprehensive testing to maintain essential context across conversation turns, directly improving the reliability and traceability of tool orchestration. The solution enhanced user experience and compliance with conversation state, demonstrating depth in API integration and a methodical approach to maintaining robust conversational workflows.