devnetwork ai + ml 2026 · truefoundry resilient agents · first slice
an operator console that shows the system choosing a safe failure mode instead of pretending the job succeeded.
Faultline turns agent reliability into something a non-operator can understand in seconds. Two truth layers: deterministic fixture mode for full local exploration, and live TrueFoundry AI Gateway mode — real authenticated calls with captured request IDs proving the sponsor integration.
mode control
one truthful harness, two clear truth layers.
current run envelope
active mission
paid funnel triage
failure classes
4 deterministic incidents
operator promise
show the safe fallback, not fake success
fastest sponsor proof
AI Gateway live run
incident classes
mcp failure, llm brownout, queue stall, upstream outage.
dependency graph
the same job through the healthy path and the degraded path.
operator timeline
the job does not disappear when dependencies wobble.
live operator system
Faultline runs on a real autonomous production daemon — not a toy.
Every metric below is pulled live from the vøiddo operator daemon running 24/7 across urweb, tells, portal, SMM, Devpost, extensions, and games. The incidents shown are real events the system handled safely today.
loading live system state…