Python AI Infrastructure Distributed Systems Chatbots Telegram Bots Web3
Builder of HoneyChat. Backend + infrastructure for AI companion products — persistent-memory chat, multi-tier LLM routing, GPU image/video pipelines. Background in Web3 tooling (LayerZero automation, Snapshot governance bots). Writes about the engineering behind production AI chatbots.
Testing Methodology
Each app is tested for at least 2 weeks, on multiple devices, with free and paid tiers. We verify features, measure response times, and evaluate memory. Competitors are reviewed fairly. All HoneyChat limitations are always disclosed.