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NanoAgent: Re-imagining Edge Intelligence with Live Web Access Most AI agents today are bloated wrappers around multi-billion parameter cloud models. NanoAgent takes a different path. We built a custom Transformer-based language model from the ground up, specifically optimized for edge deployment and real-time data processing. Core Innovation: - Architecture from Scratch: Unlike typical hackathon projects, we didn't just call an API. We developed an 8-layer Transformer architecture with BPE tokenization, trained on a custom curriculum of instructional reasoning and logic. - Live Web Reasoning (RAG): NanoAgent uses the Bright Data SERP API as its eyes. Instead of relying on static, outdated knowledge, it fetches live data and uses its internal reasoning engine to extract and summarize the most relevant facts. - Extreme Efficiency: Designed to run under 100MB of RAM, making it perfect for Raspberry Pi, edge servers, or lightweight serverless functions. How it works: 1. The user asks a question via our CLI or Web interface. 2. NanoAgent classifies the intent and triggers a live web search via Bright Data. 3. The raw web data is injected into the model's context. 4. Our custom model reasons over the data to provide a concise, factual answer. NanoAgent proves that you don't need gigabytes of weights to be smart—you just need a sharp mind and direct access to the world's data through Bright Data."
31 May 2026

CodI is an Autonomous AI Coding Agent that eliminates context-switching in software development. Connect your GitHub repo, chat with the AI, and it autonomously creates files and commits code directly. Powered by Mistral-7B via Featherless API, CodI understands natural language requests and translates them into executable code using special syntax patterns. The browser-based IDE integrates seamlessly with GitHub's REST API, enabling real-time file operations and commits without leaving the interface. This Enterprise Utility solves a critical developer pain point: the friction between ideation and implementation. Perfect for rapid prototyping, feature development, and autonomous workflows, CodI accelerates development cycles while maintaining code quality and version control integrity.
19 May 2026