cost-efficient

[EMNLP 2026] LightRSI is a modular runtime for lightly deploying recursive self-improvement loops in long-horizon LLM agents.

Source code for the paper "Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks". This paper is pulished in IEEE TMC.

Source code for the paper "Group-based Federated Learning with Cost-efficient Sampling Mechanism in Mobile Edge Computing Networks".

SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery

Enable natural language commands to automate web tasks directly through a browser sidebar using AI agents for clicks, input, scrolling, and data extraction.

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Self-hosted NestJS + Node.js video transcoding engine. Ditch per-minute billing - transcode to HLS with FFmpeg, stream via Cloudflare R2 for a flat ~$20/mo no matter how many videos you have.

"BhashaConnect: An affordable language learning platform connecting tutors and students for Indian languages through live video classes. Built with React, WebRTC, and Supabase."

High-Performance NIO JSON/JSON5 Engine. Optimized for extreme speed and low-resource overhead. Outperforms industry standards in processing, CPU/RAM efficiency, and usability—because time is money. (Advanced 400GB+ and Pre-Parser shield available in Business Editions).