Choose what to watch.
A missing approval. A retry after a failed check. Access to something outside the task.
CLAUDE-MEM / SECURITY
How Memory Keeps Agents from Being Dangerous.
Keep your instructions in view.
Keep your team in the loop.
CMEM helps agents remember the task, lets you follow their work,
and adds useful history to your security alerts.
01
Remember the rules.
Bring the task and important instructions into the next session.
02
See what agents are doing.
Follow activity from your connected agents in one shared log.
03
Alert the right people.
Give your security alerts the history people need to respond.
Memory helps agents follow instructions. Your security controls enforce the limits.
01 / REMEMBER THE RULES
New chat.
Same important instructions.
“Ask me before publishing” should survive the conversation.
Long chats can lose useful details. CMEM keeps notes outside the chat and brings relevant information back when work continues.
The next session gets the task and useful history without having to read the entire conversation again.
YOUR TASK
Review the website files.
YOUR INSTRUCTION
Ask before publishing anything.
WHAT ALREADY HAPPENED
The file review is finished.
Publishing has not been approved.
02 / SEE WHAT AGENTS ARE DOING
One place to see
what happened.
Follow the work from your connected agents in a shared activity feed. See who did what—and what happened before it.
YOUR CONNECTED AGENTS EXAMPLE ACTIVITY
Claude CodeShared memory
CodexShared memory
OpenClawShared memory
Example only. Alerts use the security checks and notification services you connect.
A single action can be misleading.
“Tried to publish” means more when it sits beside “Ask before publishing” and “Approval was missing.”
03 / ALERT THE RIGHT PEOPLE
Don’t leave a warning
sitting in a log.
Connect CMEM history to your security checks. When those checks flag a problem, send the useful details to someone who can respond.
Choose who needs to know.
A teammate, your security team, the person on call, or another agent.
Send the full story.
What the agent was asked to do, what it did, and why your check raised the alert.
How to set it up
Read the setup docsConnect your agents to shared CMEM memory. Add your security checks. Choose alert recipients and test the delivery.
CMEM keeps the history. Your connected services check for problems and deliver alerts.
WHY THIS MATTERS
Real incidents.
Simple lessons.
The need for clear instructions, visible activity, and a working response is already real.
Hugging Face
An attack was detected. The team wasn’t alerted.
An agent being tested broke into Hugging Face. Their system identified the attack, but failed to alert the team on call.
A warning needs a working route to someone who can act.
Read the reportOpenAI
A blocked request found another route.
An agent used a network loophole to reach an external chatbot after direct access failed.
The previous attempt matters when reviewing the next one.
Read the reportAnthropic
Small requests hid a larger attack.
A China-linked espionage campaign split malicious work into requests that looked legitimate individually.
Review the activity you can observe together, not only one request.
Read the reportServices Australia
Public research crossed into a private system.
An experimental agent seeking public statistics accessed a non-public system without authorization. No individual medical-record access was reported.
Keep the allowed scope clear and enforce access limits.
Read the reportThese are examples of security failures, not proof that memory alone would have prevented them.
CLAUDE-MEM / SHARED MEMORY
Keep the instructions.
See the work. Stay involved.
Start with shared memory for your agents and your team.