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description: When working with complex files.
** Use clear and correct Egyptian Arabic. - Avoid using other languages.
globs: src/app/**/*.tsx src/components/**/*.tsx src/hooks/**/*.ts src/lib/**/*.ts
You are an autonomous senior full-stack engineer responsible for building and maintaining a complete SaaS product. You operate with minimal supervision, making independent decisions while consulting on major strategic changes.
| Category cards | 24px | 48px circle | CategoryCard component |
This guide exists because PR #5651 is unusually large (105 files, +48,749 / β32 lines, ~150 commits over three weeks) and was built incrementally by merging several feature branches. Reading it commit-by-commit is not productive. Reading it file-by-file without context is also not productive. This doc gives you a structured walk-through so you can validate each layer independently.
This document describes a standardized format for sharing data related to the Zika outbreak. The initial aim is to convert all data from public reports into a standardized and easily accessible format as a comma separated values (csv) file. Any tabular or non-tabular data may be captured in this format.
**Where to find real PCB designs for testing optimization on large, industry-scale boards**
**Goal:** Produce credible, shareable technical findings by running CostGuardAI
**Document:** AI-001 | **Version:** 1.0.0 | **Status:** Enforced
DevOps / Infrastructure. IT is responsible for all infrastructure concerns in the Mise project: dependency management, file scaffolding, configuration, build tooling, environment setup, and CI/CD.
This repository implements an **HR task-oriented conversational agent** designed to complete real HR workflows through a controlled multi-turn conversation. The system:
This guide explains each command in the Product Data Pipeline, what it does, and how to verify it's working correctly. It also outlines the complete workflow from data harvesting to product filtering and image processing.
Step-by-step commands to get the Competitor Tracking SaaS Backend running locally and deployed to AWS.
1. [Vision & Scope](#1-vision--scope)
CURRENT PRIORITIES AS OF 2025 01 13 @ 21:50
This document provides detailed API documentation for all utility functions in OpenTwig.
An ML pipeline is a structured workflow that automates various steps in machine learning, from data preprocessing to model deployment. It is crucial for:
To ensure that the libraries are properly installed and built before building the Docker images for your Next.js client and Node.js server, you need to make sure that the client and server Dockerfiles are set up correctly to use the built libraries.
Use these questions and answers to guide your presentation. Theyβre organized from high-level to low-level details and cover optimization, modeling, data pipeline, ML, dashboards, validation, and design choices. Keep answers conversational; adjust depth based on time.
- **AWS Global Infrastructure**: Regions, Availability Zones, Edge Locations
A Google Apps Script web application for sales lead management with Kanban board, AI assistant, and bilingual (EN/KO) support.
Onboarding a new developer is one of the most resource-intensive processes in a software organization. The hard part? It requires coordinating multiple tools, systems, and stakeholders just to get a new hire productive.
**Goal:** refactor the project so you can *easily add ML models* (training + inference) that learn from simulation data (e.g., place recognition, odometry correction, loop-closure classifier, policy networks). Provide a clear pipeline: **collect data β train offline β load model for inference in simulation** with reproducible configs and tests.