Skip to content

ai agent memory

An Agent That Remembers How You Work

Most AI tools have amnesia. Every session, you re-teach the same lessons: which style directions your studio likes, how you name things, what "punchy" means to your team, which mistakes you've already corrected five times. The tool never gets better at working with you — you just get better at working around it.

Memory changes that. The Creative Agent learns your preferences and how you work, and it carries those lessons forward, improving across sessions. Feedback compounds instead of evaporating — and it all stays workspace-scoped, under your control, and never used to train foundation models.

Key Capabilities

Preferences that persist The styles you gravitate toward, the compositions you approve, the directions you consistently reject — the agent picks up these patterns and applies them without being told again.

Learning how you work, not just what you like Beyond taste, memory captures workflow: how your team structures briefs, iterates, and decides. The agent adapts to your process rather than imposing its own.

Improvement across sessions Each session builds on the last. The tenth brief you give the agent lands closer to the mark than the first, because everything in between taught it something.

Workspace-scoped by design Memory belongs to your workspace and only your workspace. Nothing the agent learns from your team crosses into another customer's experience.

Private and under your control Memory is never used to train foundation models, and you stay in control of what the agent retains. It's your institutional knowledge, held on your terms.

How It Works

Work with the agent as usual Brief it, review its output, approve and redirect. No setup, no training step — memory forms from the collaboration itself.

The agent learns from every decision Approvals, corrections, and preferences accumulate into a picture of how your team works and what your titles need.

Every new session starts smarter The next brief begins from everything the agent has learned. Less re-explaining, fewer off-target drafts, faster path to the asset you actually wanted.

Built for Game Production

Art direction that sticks Art directors give the same notes over and over — until they don't have to. Memory turns recurring feedback into standing behavior, so quality bars hold without repetition.

UA teams that move faster every cycle Performance teams iterate constantly. When the agent remembers which hooks, formats, and styles your team backs, each cycle starts further ahead than the last.

Live-ops continuity Recurring events and content drops benefit from an agent that remembers how last season's run went — the conventions, the fixes, the choices that shipped.

Institutional knowledge that survives Studios lose know-how when people move on. Memory keeps a working record of how your team makes creative decisions, embedded where the work happens.

Combined with Agent QA and Projects, memory is why Layer's agent gets better the longer you use it. 300+ game studios and entertainment brands are already teaching theirs.

Memory — FAQ

What does the agent remember?
Memory captures your preferences and the way you work — the styles you approve, the directions you reject, the conventions you follow — so the Creative Agent improves across sessions instead of starting cold.
Is memory shared between workspaces?
No. Memory is workspace-scoped. What the agent learns in your workspace stays in your workspace and never informs anyone else's.
Is memory used to train foundation models?
No. Customer data, including agent memory, is never used to train foundation models. Memory exists solely to make the agent better for you.
Am I in control of what the agent remembers?
Yes. Memory is under your control — it works for your team, and you decide what it holds.
How does memory relate to Projects?
Projects hold the explicit per-title context you curate; memory covers the implicit patterns in how you work and what you prefer. Together they mean less re-explaining and more on-target output.

Try Memory today

Let the agent start learning your taste today. Start free on Layer — no credit card required.