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AI Sonda: Real-Time AI Intelligence Radar and Technical Aggregator
A professional real-time radar for AI engineers and researchers. It aggregates over 29 industry sources, scoring content by technical depth using objective heuristics.
Project Overview
AI Sonda is an enterprise-grade real-time intelligence radar developed to optimize the information discovery process for AI engineers, researchers, and technology professionals. By eliminating information overload, it presents the most critical industry developments in a single, centralized dashboard.
🛠️ Key Features & Architecture
1. Comprehensive Data Aggregation
- Consolidates real-time data from Hacker News, Hugging Face, major AI research labs, and technical communities into a unified interface.
2. Objective Algorithmic Scoring
- Contents are graded based on a 'Technical Depth' metric (0-10) using transparent and honest heuristics, completely bypassing hallucination-prone LLM summaries.
3. Low-Latency Edge Translation
- Ensures global accessibility by providing zero-latency translations in 5 different languages (English, Turkish, German, Japanese, Spanish) directly at the edge via Cloudflare.
4. High-Performance Serverless Design
- Built on Cloudflare Workers, the architecture delivers exceptional speed, massive scalability, and highly optimized operational costs.
テクノロジー
Next.jsTypeScriptCloudflare WorkersEdge ComputingServerless ArchitectureData AggregationAlgorithm Design
主な機能
Real-time aggregation from 29+ leading AI industry sources
Proprietary technical depth scoring using advanced heuristics
Zero-latency edge translation supporting 5 global languages
Highly scalable and cost-efficient serverless Cloudflare architecture
Clean, distraction-free UI designed for technical professionals
ギャラリー
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