For engineering teams with bigger ambitions for their coding agents.
The only tool designed to make complete data capture possible out of the box.
What are the most common ways our helper agent is failing in the past week?
Let me take a look using Foam.
["trace_7f3a…","helper-agent","inventory-api","inventory_lookup","Error","10002143000","deadline exceeded"]["http_req_96d1…","POST","/tools/search_docs","200","application/json","{\"results\":[]}","authorization:[REDACTED]"]["db_span_42…","postgresql","accounts","SELECT","account_id=acct_91","0 rows","61000000"]["user_session_replay","session_8a2…","user_1042","/support","clicked Ask helper agent","agent entered retry loop","user abandoned at 00:01:42"]["aws_ecs","inventory-api","task/7c2…","us-east-1","host-03","10.0.4.18","sandbox disconnected"]["agent_model_call","claude-sonnet-4-6","search_docs","input_tokens=1842","output_tokens=316","input=Find refund policy","response=3 matching docs"]Used 6 tools (foam.run_query) · ~1.2k thinking tokens
Found it: inventory_lookup timed out in trace 7f3a; search_docs returned HTTP 200 with empty results; the account lookup returned zero rows; replay session_8a2 ends in abandonment at 1:42; and sandbox disconnects cluster on ECS host-03.
Coding agents use
Foam MCP
End-to-end traces
across every service
Full HTTP requests +
responses, automatically redacted
Database queries + results,
safely captured
Session replays accessible
AWS + cloud
runtime context
Model + tool inputs,
outputs + token usage


Choose your code host
Foam is built to give coding agents the full picture. It installs itself and captures data that is rarely captured by default or at all, including HTTP requests and responses, database queries and results, prompts and completions, tool calls, user sessions, and more.
Sensitive data is redacted for security, including PII and PHI. Most of this works out of the box.
Foam then connects what happened across your software so coding agents can trace an issue from the user all the way through the system.
“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.”