01 / Memory
Know the background.
Bring relevant facts, decisions, preferences and prior work into the current task—with their sources and context.
TASK CONTEXTPROVENANCESCOPE
Explore Memory ↗The experience layer for agents
Give your agents
experience.
Memory for context. RSI for reusable methods.
Build agents that carry what they learn
into the next task.
DEVELOPER PREVIEW · ILLUSTRATIVE SDK
FIG. 01 / EXPERIENCE LAYERCONCEPTUAL ARCHITECTURE
↳ Context that carries forward↻ Feedback with a purpose↗ Methods with a scope⌘ Built around your agent
01 / A better starting point
A new task.
Less starting over.
Your agent has a capable model. What it needs is the context behind the task—and a way to carry useful methods into the next one.
Cosens brings these two ideas together in an experience layer.
Understand the concepts ↗ILLUSTRATIVE APISDK PREVIEW / 01
02 / The experience layer
Remember the context.
Develop the method.
Facts and methods serve different purposes. Experience connects them to the task, the feedback, and the evidence.
02 / RSI
Build on what worked.
Turn task outcomes and corrections into candidate methods. Test where they apply before reusing them as Recipes.
FEEDBACKVALIDATIONREUSE
Explore the learning loop ↗03 / Follow the experience
A correction is a signal.
Make it useful.
Follow a launch brief from context to a reusable method. This is an illustrative walkthrough, running entirely in your browser.
DEMO DATA · NO LIVE MODEL OR API CALLS
04 / Experience, with evidence
Useful learning needs
more than a good score.
01 / Attribution
Keep the reason attached.
Link a correction to its task and artifact version. A user's explanation and a model's inference are different evidence.
02 / Validation
Test beyond the original task.
Compare methods on new tasks, boundary cases and regressions, using a common standard.
03 / Scope
Reuse where it belongs.
A method for one task is not a universal rule. Preserve its version, supporting evidence and conditions of use.
Your next build.
With experience.
Explore the integration model and SDK preview.