weam-ai/weam
Jul 2025 – Mar 2026
7 Months active
Languages Used
DockerfilePythonTypeScriptYAMLCSSHTMLJavaScriptJSON
Technical Skills
API DevelopmentAPI IntegrationBackend DevelopmentCloud ServicesDevOpsDocker
JiitBhatt
PROFILE
Jiitbhatt
Over seven months, Jiit contributed to the weam-ai/weam repository by building and enhancing AI-driven features, including multimodal input support, custom AI brain instructions, and secure, tenant-specific LLM integrations. Jiit’s work spanned backend and frontend development using Node.js, Python, and React, with a focus on robust API integration, cloud storage, and security best practices. They implemented native web scraping for prompt enrichment, expanded model support with GPT-5 and Claude Opus, and improved chat workflows with real-time communication and image processing. Jiit’s engineering demonstrated depth through thoughtful refactoring, maintainable configuration, and careful attention to reliability, cost tracking, and user experience.
Overall Statistics
Feature vs Bugs
94%Features
Repository Contributions
27Total
Bugs
1
Commits
27
Features
16
Lines of code
40,724
Activity Months7
Your Network
29 peopleShared Repositories
19
Work History
March 2026
2 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for weam-ai/weam focused on expanding the AI model ecosystem, stabilizing core features, and improving reliability and maintainability. Delivered GPT-5.4 model support across configurations, introduced Grok 4.1 Fast model, updated cost and AI credit parameters, and refreshed helper utilities and AI modal definitions. Refactored asynchronous handling in openRouterApiChecker to improve responsiveness and clarity of updates. Completed repository cleanup by removing the fastmcp-js subproject, contributing to simpler maintenance and deployment.
2 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for weam-ai/weam focused on expanding the AI model ecosystem, stabilizing core features, and improving reliability and maintainability. Delivered GPT-5.4 model support across configurations, introduced Grok 4.1 Fast model, updated cost and AI credit parameters, and refreshed helper utilities and AI modal definitions. Refactored asynchronous handling in openRouterApiChecker to improve responsiveness and clarity of updates. Completed repository cleanup by removing the fastmcp-js subproject, contributing to simpler maintenance and deployment.
March 2026
February 2026
4 Commits • 3 Features
Feb 1, 2026February 2026 monthly summary for weam-ai/weam. Delivered key architectural and feature improvements across model support, authentication flow, and memory service, driving smoother user experiences, cost-aware configurations, and more robust internal tooling.
February 2026
4 Commits • 3 Features
Feb 1, 2026February 2026 monthly summary for weam-ai/weam. Delivered key architectural and feature improvements across model support, authentication flow, and memory service, driving smoother user experiences, cost-aware configurations, and more robust internal tooling.
November 2025
2 Commits • 2 Features
Nov 1, 2025November 2025 monthly summary for weam-ai/weam: Focused feature delivery enhancing enterprise-ready LLM access and content rendering. No major bugs fixed this month; stability improvements were implemented as part of the feature work. Overall, the month delivered tangible business value by enabling secure, configurable LLM access for tenants and improving content presentation in MartOutput.
2 Commits • 2 Features
Nov 1, 2025November 2025 monthly summary for weam-ai/weam: Focused feature delivery enhancing enterprise-ready LLM access and content rendering. No major bugs fixed this month; stability improvements were implemented as part of the feature work. Overall, the month delivered tangible business value by enabling secure, configurable LLM access for tenants and improving content presentation in MartOutput.
November 2025
October 2025
7 Commits • 5 Features
Oct 1, 2025October 2025 (weam-ai/weam) delivered a set of high-impact features and stability improvements that advance prompt enrichment, chat capabilities, and imaging workflows, while fixing critical model integration issues. Key features delivered: - Node.js Web Scraping Service for Prompt Enrichment: Replaced the Python API with a native Node.js implementation that extracts and summarizes website content to enrich prompts, includes retry logic with anti-bot detection, notifies on scraping completion, and integrates with an LLM for summary generation. Commit: 87b74352eea4bda27e1ecfafcef728b68604c2b2. - OpenRouter API Provider Integration: Added OpenRouter as a provider with API key/config validation, updated API URL usage, and enhanced debug logging for observability. Commit: c8847b20f30146355081c8150c5f1f36641b51cb. - Enhanced Chat with SONAR and Data Import: Introduced Perplexity SONAR for improved chat with image/video search, refactored to use conversation responses, added SONAR endpoints/constants, and implemented chat data import (JSON import, backend endpoints, job queue, notifications). Commits: 47e6bd6405caf2361ae7d8d87cad46d595dfb4b2; 236d51f48f4edfd2d897f78ffe1f3f633e0381b7. - Image Handling Enhancements: Improves image URL handling by converting to base64, updates tool descriptions with markdown, and switches MinIO URLs to an internal endpoint for consistent access. Commit: faf4c5feb8890e1239d241d597e2f7f1d61bdb07. - Title Generation Bug Fix for AI Models: Fixed a bug in title generation by correcting model identifiers and mapping provider names to the correct models. Commit: ad383c999588d89ed9017a57fe6cc06eea792d87. Major bugs fixed: - OpenRouter integration stability and correct API/provider usage (commit c8847b20f30146355081c8150c5f1f36641b51cb; issue fix #179). - Title generation reliability for OpenRouter models (commit ad383c999588d89ed9017a57fe6cc06eea792d87). Overall impact and accomplishments: - Enhanced prompt quality and context through a native Node.js scraper and LLM summarization, reducing reliance on Python API and enabling faster enrichment. - Strengthened multi-provider support with OpenRouter, improving provider flexibility and observability via configuration checks and logging. - Broadened chat capabilities with SONAR-powered search, richer media interactions, and a robust data import workflow, enabling smoother onboarding of historical conversations. - Improved image processing workflow and access consistency, enabling more reliable media handling in prompts and responses. Technologies/skills demonstrated: - Node.js, web scraping, retry/anti-bot patterns, and LLM integration for content summarization. - API provider integration, API key handling, and enhanced observability/logging. - Multi-model chat design, data import pipelines, job queues, and notification systems. - Image processing with base64 encoding and internal endpoint strategies; markdown-aware tool description updates.
October 2025
7 Commits • 5 Features
Oct 1, 2025October 2025 (weam-ai/weam) delivered a set of high-impact features and stability improvements that advance prompt enrichment, chat capabilities, and imaging workflows, while fixing critical model integration issues. Key features delivered: - Node.js Web Scraping Service for Prompt Enrichment: Replaced the Python API with a native Node.js implementation that extracts and summarizes website content to enrich prompts, includes retry logic with anti-bot detection, notifies on scraping completion, and integrates with an LLM for summary generation. Commit: 87b74352eea4bda27e1ecfafcef728b68604c2b2. - OpenRouter API Provider Integration: Added OpenRouter as a provider with API key/config validation, updated API URL usage, and enhanced debug logging for observability. Commit: c8847b20f30146355081c8150c5f1f36641b51cb. - Enhanced Chat with SONAR and Data Import: Introduced Perplexity SONAR for improved chat with image/video search, refactored to use conversation responses, added SONAR endpoints/constants, and implemented chat data import (JSON import, backend endpoints, job queue, notifications). Commits: 47e6bd6405caf2361ae7d8d87cad46d595dfb4b2; 236d51f48f4edfd2d897f78ffe1f3f633e0381b7. - Image Handling Enhancements: Improves image URL handling by converting to base64, updates tool descriptions with markdown, and switches MinIO URLs to an internal endpoint for consistent access. Commit: faf4c5feb8890e1239d241d597e2f7f1d61bdb07. - Title Generation Bug Fix for AI Models: Fixed a bug in title generation by correcting model identifiers and mapping provider names to the correct models. Commit: ad383c999588d89ed9017a57fe6cc06eea792d87. Major bugs fixed: - OpenRouter integration stability and correct API/provider usage (commit c8847b20f30146355081c8150c5f1f36641b51cb; issue fix #179). - Title generation reliability for OpenRouter models (commit ad383c999588d89ed9017a57fe6cc06eea792d87). Overall impact and accomplishments: - Enhanced prompt quality and context through a native Node.js scraper and LLM summarization, reducing reliance on Python API and enabling faster enrichment. - Strengthened multi-provider support with OpenRouter, improving provider flexibility and observability via configuration checks and logging. - Broadened chat capabilities with SONAR-powered search, richer media interactions, and a robust data import workflow, enabling smoother onboarding of historical conversations. - Improved image processing workflow and access consistency, enabling more reliable media handling in prompts and responses. Technologies/skills demonstrated: - Node.js, web scraping, retry/anti-bot patterns, and LLM integration for content summarization. - API provider integration, API key handling, and enhanced observability/logging. - Multi-model chat design, data import pipelines, job queues, and notification systems. - Image processing with base64 encoding and internal endpoint strategies; markdown-aware tool description updates.
September 2025
3 Commits • 2 Features
Sep 1, 2025September 2025 (weam-ai/weam) monthly summary: Delivered major AI model enhancements and brain customization capabilities, with extensive tooling integration and performance improvements. Focused on business value by expanding retrieval and generation capabilities, improving cost visibility, and enabling deeper customization of AI brains across workflows.
3 Commits • 2 Features
Sep 1, 2025September 2025 (weam-ai/weam) monthly summary: Delivered major AI model enhancements and brain customization capabilities, with extensive tooling integration and performance improvements. Focused on business value by expanding retrieval and generation capabilities, improving cost visibility, and enabling deeper customization of AI brains across workflows.
September 2025
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary for developer performance review focused on business value and technical achievements in the weam-ai/weam repository.
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary for developer performance review focused on business value and technical achievements in the weam-ai/weam repository.
July 2025
8 Commits • 2 Features
Jul 1, 2025Performance-focused monthly summary for 2025-07 highlighting key features delivered, major fixes, impact, and technologies demonstrated for weam-ai/weam. Focused on delivering integrated Slack-based MCP tooling, security hardening, and UX improvements, with strong maintenance wins for observability and configurability.
8 Commits • 2 Features
Jul 1, 2025Performance-focused monthly summary for 2025-07 highlighting key features delivered, major fixes, impact, and technologies demonstrated for weam-ai/weam. Focused on delivering integrated Slack-based MCP tooling, security hardening, and UX improvements, with strong maintenance wins for observability and configurability.
July 2025
Activity
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Quality Metrics
Correctness87.8%
Maintainability82.6%
Architecture82.6%
Performance79.6%
AI Usage58.8%
Skills & Technologies
Programming Languages
CSSDockerfileHTMLJSONJavaScriptPythonShellTypeScriptYAML
Technical Skills
AI IntegrationAI/ML IntegrationAPI DevelopmentAPI IntegrationAPI integrationAxiosBackend DevelopmentCheerioCloud ServicesCloud Storage (AWS S3)Cloud Storage (S3/MinIO)Component DevelopmentCost CalculationData EncryptionDatabase Management
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