Memory engine online
GitHub ↗ Persistent agent memory
Agents that remember.
Decisions that improve.
MemoryForge turns failures, outcomes, and reasoning into durable memory—so every run starts smarter than the last.
AI Agent→AWS Runtime→CockroachDB→Better Action
LIVE WORKSPACE
Failure-aware deployment agent
CURRENT TASK
Deploy checkout-service v2.4
Ship the new service and report only after the production health check passes.
1Waiting for a task
WHY IT MATTERSNot a chat history.
Not a chat history.
An operating memory.
MemoryForge retrieves only the experience that can change the next action. Each outcome is scored, structured, and linked to the decision that produced it.
01Remember
Capture preferences, decisions, failures, and outcomes.
02Retrieve
Find the most relevant experience for the task at hand.
03Adapt
Change the plan and record whether the new strategy worked.