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Javier Avrudsky

PROFILE

Javier Avrudsky

Over a three-month period, contributed to the harness/mcp-server repository by building and enhancing Cloud Cost Management features focused on cost analytics, optimization, and remediation workflows. Developed and integrated Go-based APIs for cost data retrieval, perspective-based queries, and detailed cost category management, leveraging GraphQL for flexible data access and dynamic filtering. Implemented ticketing automation with Jira and ServiceNow integration to streamline incident response from cost recommendations. Enhanced anomaly detection and reporting through new API endpoints, supporting granular feedback and filtering. The work emphasized backend development, API integration, and prompt engineering, resulting in improved cost visibility, governance, and actionable insights for users.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

12Total
Bugs
0
Commits
12
Features
7
Lines of code
8,904
Activity Months3

Work History

August 2025

3 Commits • 3 Features

Aug 1, 2025

Month: 2025-08 | This month delivered substantive CCM enhancements in harness/mcp-server to tighten cost optimization workflows, expand remediation capabilities, and streamline ticket-driven remediation. The changes focus on per-perspective cost controls, ticketing automation, and anomaly insight delivery, delivering clear business value through improved cost visibility and faster incident response.

July 2025

5 Commits • 1 Features

Jul 1, 2025

Implemented major CCM Platform Enhancements in harness/mcp-server, expanding cost visibility and budgeting capabilities through perspective-based queries, budget/metadata retrieval, and robust recommendations analytics via GraphQL. Delivered dynamic filtering of perspective values and analytics tooling to empower customers with actionable cost insights and optimization opportunities.

June 2025

4 Commits • 3 Features

Jun 1, 2025

June 2025 monthly summary for harness/mcp-server focused on delivering the Cloud Cost Management (CCM) API surface and cost data capabilities. Implemented Overview API, cost categories listing, and detailed cost category retrieval with pagination and sorting. These changes, combined with client functions, docs updates, and prompt engineering for LLM date handling and data formatting, enable reliable cost analytics and governance. This work lays groundwork for GetCostCategory and improves data retrieval reliability for cost insights.

Activity

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Quality Metrics

Correctness87.6%
Maintainability80.8%
Architecture82.6%
Performance80.0%
AI Usage36.6%

Skills & Technologies

Programming Languages

GoGraphQLJSONJavaScript

Technical Skills

API DevelopmentAPI IntegrationBackend DevelopmentCloud Cost ManagementGoGo DevelopmentGo ProgrammingGo Programming LanguageGraphQLJira IntegrationPrompt EngineeringRefactoringServiceNow Integration

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

harness/mcp-server

Jun 2025 Aug 2025
3 Months active

Languages Used

GoJSONGraphQLJavaScript

Technical Skills

API DevelopmentAPI IntegrationBackend DevelopmentCloud Cost ManagementGoPrompt Engineering