
The engineer frames the environment. Claude takes in the constraints. Neonmem stores the first picture of the network.
Shipping onto a locked-down network — constraints and dead-ends remembered, so the working route is never lost.
A real run — every screenshot is the agent's live memory after that step.

The engineer frames the environment. Claude takes in the constraints. Neonmem stores the first picture of the network.

The engineer adds the awkward details. Claude notes them. Neonmem keeps each constraint beside the project.

The engineer raises an open question. Claude holds it open. Neonmem records the question for the debate.

The engineer floats an approach. Claude treats it as a hunch to test. Neonmem files it as a hypothesis.

The engineer opens a debate. Claude lays out both options. Neonmem starts a debate thread.

The engineer weighs speed against compliance. Claude balances them. Neonmem links each argument to the debate.

The engineer decides. Claude commits to the compliant path. Neonmem stores the resolution permanently.

The engineer asks for the change. Claude configures the route. Neonmem logs the action.

The engineer confirms success. Claude validates the route. Neonmem records it as the working path.

The engineer flags a silent failure. Claude marks it. Neonmem stores a permanent dead-end so no one re-trips the firewall.

The engineer sets a rule. Claude adopts it. Neonmem pins it near the core.

The engineer records the safe procedure. Claude captures the steps. Neonmem stores the how-to.

The engineer sets the guiding principle. Claude internalizes it. Neonmem keeps it as a reflex.

The engineer asks for the route. Claude answers from memory. Neonmem surfaces the working path and the procedure.

The engineer almost reopens a bad idea. Claude warns it's a recorded dead-end. Neonmem flags the failure and why.

The engineer asks what happened today. Claude replays it in order. Neonmem returns it by time, not a guess.

The engineer wraps up. Claude consolidates. Neonmem merges the chatter and keeps the constraints, dead-ends and rules.