Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents

Build a dual-memory system (short-term buffer + long-term symbol storage) for agents to prevent 'progress drift' and feasibility errors. This is the key to building autonomous long-horizon bots.

Suggested repo: NeuroMem

"Stop your agents from wandering aimlessly: add dual-memory for long-term goal alignment."

Estimated effort: 50h