juspay/clairvoyance
Nov 2025 – Dec 2025
2 Months active
Languages Used
Python
Technical Skills
API integrationasynchronous programmingbackend development
Anshu Mishra
PROFILE
Anshu Mishra
Worked on the juspay/clairvoyance repository to enhance the voice agent’s backend capabilities over a two-month period. Delivered parallel tool execution, enabling the voice agent to handle concurrent tool calls and improving both responsiveness and throughput. Leveraged Python and asynchronous programming to orchestrate parallelism, validated concurrency paths with QA, and established a scalable foundation for future development. Extended the MCP context to support customer-specific data, integrating customerId and Shopify shop parameters for personalized interactions. Focused on API integration and backend development, maintained clear commit traceability, and contributed to improved data coherence, analytics readiness, and seamless Shopify ecosystem integration within the platform.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
43
Activity Months2
Your Network
164 peopleSame Organization
@juspay.in129
Work History
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025 (Month 2025-12) Monthly Summary for juspay/clairvoyance: Focused on extending MCP context to support customer-specific data for the Voice Agent, enabling personalized interactions with Shopify-connected shops. Key feature delivered: Voice Agent MCP Context Enhancement: Added customerId and Shopify Connected Shop Parameters to MCP context. This involved a single commit (126099b739525af1eede76265499ebfa06bbcb3d) with message 'feat: add customerId and shopifyConnectedShop to MCP context'. Impact: Enables customer-specific data integration, improves personalization, and lays groundwork for Shopify ecosystem data flows. No major bugs fixed this month. Overall impact: improved personalization capabilities, data coherence across voice agent workflows, and readiness for enhanced analytics and Shopify integration. Technologies/skills demonstrated: API/data model extension, commit-driven development and traceability, feature-first delivery, and cross-repo collaboration within juspay/clairvoyance.
1 Commits • 1 Features
Dec 1, 2025December 2025 (Month 2025-12) Monthly Summary for juspay/clairvoyance: Focused on extending MCP context to support customer-specific data for the Voice Agent, enabling personalized interactions with Shopify-connected shops. Key feature delivered: Voice Agent MCP Context Enhancement: Added customerId and Shopify Connected Shop Parameters to MCP context. This involved a single commit (126099b739525af1eede76265499ebfa06bbcb3d) with message 'feat: add customerId and shopifyConnectedShop to MCP context'. Impact: Enables customer-specific data integration, improves personalization, and lays groundwork for Shopify ecosystem data flows. No major bugs fixed this month. Overall impact: improved personalization capabilities, data coherence across voice agent workflows, and readiness for enhanced analytics and Shopify integration. Technologies/skills demonstrated: API/data model extension, commit-driven development and traceability, feature-first delivery, and cross-repo collaboration within juspay/clairvoyance.
December 2025
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025—clairvoyance: Delivered parallel tool execution for the voice agent, enabling concurrent tool calls to improve responsiveness and throughput. Implemented core orchestration changes with commit 7d2ffb5dbf190d85f8eda90be4d9977348d8ab3a, laying groundwork for future scaling. No critical bugs reported; QA validated concurrency paths and stability.
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025—clairvoyance: Delivered parallel tool execution for the voice agent, enabling concurrent tool calls to improve responsiveness and throughput. Implemented core orchestration changes with commit 7d2ffb5dbf190d85f8eda90be4d9977348d8ab3a, laying groundwork for future scaling. No critical bugs reported; QA validated concurrency paths and stability.
Activity
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Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance90.0%
AI Usage30.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
API integrationasynchronous programmingbackend development
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