Observability that installs itself and guarantees coverage.
Replaying order-assistant episodes · checking tool results
The agent isn’t hallucinating — its tool is lying to it. Every stock check calls inventory.lookup(), which started timing out when product_catalog crossed its 16 MB limit, and the timeout comes back as an empty array. The agent reads [] as “out of stock” and says so, politely and confidently. Since the object crossed the limit, 38% of its replies are false out-of-stock claims and task success fell from 91% to 64%. The side-by-side is below.

There are no events, indexing, hosts, or seat-based fees.
“We asked Foam what was going wrong and it answered before we even finished the question. Their CEO stayed in our channel until it was fully useful.”
“Forty alerts a day and none of them meant anything. Now Foam tells us what actually matters and acts on the rest.”
“Before our users even get to ping us, Foam has already explained the issue and pointed us to the cause.”
“I used to lose a whole day checking my changes in prod. Now I just ask Foam and get answers in seconds.”
“Frontend and backend are fully linked now. I ask one question and get the full picture across every service.”
“We asked Foam what was going wrong and it answered before we even finished the question. Their CEO stayed in our channel until it was fully useful.”
“Forty alerts a day and none of them meant anything. Now Foam tells us what actually matters and acts on the rest.”
“Before our users even get to ping us, Foam has already explained the issue and pointed us to the cause.”
“I used to lose a whole day checking my changes in prod. Now I just ask Foam and get answers in seconds.”
“Frontend and backend are fully linked now. I ask one question and get the full picture across every service.”