playground / simulator
Run the simulation
Preemptive hallucination guard
You're the teammate editing the file. The agent planned against an old snapshot. Try renaming getUser → fetchUser, or delete listOrders.
LLM planned write (stale snapshot)
// api/profile.ts — agent draft
const user = getUser(req.params.id);
const orders = listOrders(user.id);
return { user, orders };ground-truth sync
ricursor · delta context
no drift from snapshot
✓ plan matches ground truth — write allowed
agent — stateless
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agent — ricursor elastic memory
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current spend / mo
$3,200
estimated spend / mo
$1,760
estimated savings / year
$17,280