2 min read
Open problems in agent memory: stale context, conflict resolution, and trust
Agent memory remains unsolved around freshness, contradiction, and trust boundaries even when retrieval quality improves.
By Agent Software
News and updates
Agent Software Suite blog.
Product notes, release-readiness updates, docs changes, and staged commerce announcements for the suite.
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2 min read
Designing a shared memory layer for Claude, Codex, Gemini, and Cursor
Cross-tool memory gets useful only when it distinguishes durable context from stale noise and keeps retrieval tied to real workflow needs.
By Agent Software
2 min read
What Agent Brain solves today, and what it still does not solve
Agent Brain helps with shared memory and semantic recall, but it does not erase stale context, ambiguity, or the need for human judgment.
By Agent Software
3 min read
Why the Agent Software Suite exists: four tools, one local-first workflow
The suite exists because AI-assisted development breaks down when input, memory, testing, and execution live in separate, fragile islands.
By Agent Software