goxe is a log reduction tool written in go. it normalizes, filters, and aggregates repeated messages. the result is less noise, lower bandwidth, and cheaper storage without losing visibility into recurring issues.

a LAN-aware cooperative caching system that reuse downloaded assets locally, reducing internet bandwidth usage through peer discovery and cache sharing.

Bandwidth-saving OpenStreetMap tile cache and LAN map server for ATAK. Dockerized MapProxy, QR/XML onboarding, real client IPs, and optional Grafana monitoring.

Schema-first data serialization format for efficient transport of large structured datasets.

A blazing-fast, adaptive download engine built in Rust. Features dynamic parallel range requests, resume recovery, low memory streaming, and zero fluff.

Delta-state algebra — O(1) state reconstruction, 99% bandwidth reduction, formally proven with 92 Lean4 theorems. pip install atomik-core | C99 header | FPGA hardware (69.7 Gops/s)

A Flask application for managing Quality of Service (QoS) policies on network devices. Provides web-based interface for configuring and monitoring QoS settings.

BandOptimizer: An AI/ML-powered Streamlit app for optimizing bandwidth usage in schools and hospitals. Upload CSV files to get actionable predictions for efficient resource management.

Best cheap proxies picked on arithmetic, not sticker price: cost-per-successful-request calculator, per-GB vs per-IP break-even, bandwidth math.

Advanced traffic-shaping middleware for automated agent management. Optimized for bandwidth preservation and legacy crawler routing using high-compression data streams.Advanced traffic-shaping middleware for automated agent management. Optimized for bandwidth preservation and legacy crawler routing using high-compression data streams.

Serve local ATAK clients with a shared OpenStreetMap tile cache to reduce bandwidth usage on constrained networks.