Failures
Failed agent tasks from production and the lab, grouped by cause and mapped to the code or docs behind them.
- Accounts stuck before a working call
- 810
- MRR a month at risk
- $8.1k
- Lab trials failed, run 412
- 56 of 200
| Cause | Share of failed tasks | Accounts blocked | Agents | Lab trials | MRR at risk | Fix |
|---|---|---|---|---|---|---|
| 403 on first sendsrc/errors.ts | 38% | 308 | 5 of 5 | 36 | $3,080/mo | Fix ready · #214 |
| Deprecated SDK call/docs/quickstart.md | 24% | 194 | 4 of 5 | 10 | $1,940/mo | No fix yet |
| MCP schema mismatchmcp/tools/send-email.ts | 14% | 113 | 2 of 5 | 6 | $1,130/mo | No fix yet |
| 24% | 195 | 2 of 5 | 4 | $1,950/mo |
Fixed earlierClusters that closed before this snapshot
- Docs served as HTML onlySep 18+8 pts in the labFixed in #198
- MCP tools without examplesSep 25+4 pts in the labFixed in #203