When records conflict, the agent needs explicit rules for which one is allowed to steer the...
When records conflict, the agent needs explicit rules for which one is allowed to steer the answer.
Long-running AI systems eventually retrieve conflicting but individually valid memories:
an old summary,
a newer source file,
a remembered preference,
Retrieval gets you the records. A mature memory system must also decide what each record is permitted...
TL;DR: AI coding agent memory should live in the repository, not the chat window. Bigger context...
The problem: legal AI agents process data that cannot be mixed A litigation firm deploys...
Reviewable Memory Consolidation for Local AI Agents AI memory is usually sold as...
Why multi-agent AI systems need shared operational state, event-driven workflows, and an auditable database layer.
When AI starts taking actions, developers need to verify direction, scope, reversibility,...
