ESEC / FSE Conferences

If you’re building coding agents, this is a practical benchmarked challenge: add a memory layer that persists across development sessions and prove its impact. The FSE-AIWare 2026 “Intelligent Coding Assistant Enhanced with Memory” competition ranks systems on success rate, efficiency (tokens/turns), and measured memory utility.

Selected teams will be invited to present during the dedicated competition session at FSE-AIWare 2026 in Montreal (July 2026). Paper + Docker due late March 2026 (date TBA). Get started: https://mem-comp.github.io/

Intelligent Coding Assistant Enhanced with Memory - FSE-AIWare 2026 The competition of Intelligent Coding Assistant Enhanced with Memory at FSE-AIWare 2026 invites participants to design and evaluate AI coding assistants with persistent memory across development sessions.