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Agent memory that can be wrong, and knows it.
Most AI incident-response bots
Production that remembers, learns, and gets better with every incident.
An autonomous DBA agent that monitors and manages a CockroachDB Cloud cluster and uses CockroachDB itself as its persistent memory layer. OBSERVE --> RECALL --> REASON --> ACT --> REMEMBER
An AI-powered flu surveillance agent that uses persistent memory in CockroachDB to compare current outbreaks with historical signals and reports, detect anomalies, and explain emerging risks.
We got tired of agents that forget what matters, remember what they shouldn't, and can't explain why. So we built memory with real answers: where it lives, why it acted, what one bad fact touched.
Your scene partner can't run lines at 6am. The Book Holder can. It can read every role, score your line mastery, and turn what you keep dropping into tomorrow's coaching. Rehearse on your own time.
Coordination without a coordinator. Verifiable without a central authority.
A crew is told an address is tier 1. They are never told why. VIGIL reconciles who depends on power to stay alive across four broken registries, the tier travels, the reason stays home.
AI-powered Security Operations Center with production-grade persistent memory powered by CockroachDB distributed vector indexing and AWS cloud infrastructure.
natural data on Nodejs, postgreSQL, MCP server, LangChain, Ollama, AWS Lambda function, Amazon S3, Express.js, TypeScript, tailwindcss
An incident-response agent that remembers whether the last fix actually finished.
Durable Memory for Autonomous Workflows.REASSEMBLE is a crash-resilient agentic memory system built with CockroachDB and AWS.
Agents don't crash when their memory breaks, they quietly answer with less. This watches agent memory on CockroachDB, names which of five failures is happening, and traces it.
Never dies
Durable shared memory for AI coding agents on CockroachDB, with provable forgetting: erase one client and get a signed certificate anyone can verify against the live cluster.
Incident-response agents that prevent outage. The playbooks live in CockroachDB and evolve– competing by Thompson sampling, mutating from their own failure, promoted or retired by Darwinian selection.
Take back poisoned AI memory everywhere, including reworded copies, with a signed and auditable chain of custody.
Execution memory that lets Agent Skills carry what they learned into the next run
Pay once to learn, answer forever from memory.
Freelancers sign bad contracts because they forget. This agent remembers your rules and past risks permanently in CockroachDB to draft safe counter-offers.
Database-native runtime for crash-proof AI agents. Context is never lost.
OncoTwin MemoryMesh converts CockroachDB into the persistent memory and coordination layer for a research-only cancer evolution digital twin
The temporal firewall that stops coding agents from acting on stale repository truth.
