APUS Open-Sources ReflexAgent: A Decision-Model-Driven Agent Framework for Infinite Context
智东西 · wechat · 2026-10-14
APUS open-sourced ReflexAgent (MIT license) with desktop, Web, and SDK versions. It replaces the common 'prompt+code' harness with its Reflex decision model (fine-tuned from Qwen3.5 4.5B) as the control hub, claiming 2-3x faster response in tool-heavy workflows. A three-tier memory scheme — infinite, lossless, and lossless-input memory — lets agents retrieve original context without compression summaries, enabling long-running 'LoopWorking' tasks. The repo is a reference for model-driven harness and infinite-context design.
More from coding & agent
- Index Network open-sources Social Discovery Protocol: agents negotiate fit on your behalf — carsonfarmer · 2026-10-23
- Installed a formal-verification skill: it silently installed Java, MacBook runs 10 degrees hotter — zealcaiden · 2026-10-23
- OpenAI's Decisions API hits GA: near real-time routing up to 10x faster than GPT-6 Luna — OpenAIDevs · 2026-10-23
- Ruff author warns: upgrade Node/Bun now — --use-system-ca still accepts the eMudhra cert — charliermarsh · 2026-10-23
- Proof of Agent: paste one prompt and your AI mines, grades, and self-governs — adamamcbride · 2026-10-23
- DeepLearning.AI weekly: GPT-6.1 hits 97.9% byte parity on COBOL migration — DeepLearningAI · 2026-10-23