AI SRE · Intermediate · FICTIONAL ENVIRONMENT
TTFT War Room
At 09:12, users report that the assistant appears frozen before output begins. Streaming speed is normal once the first token arrives.
MISSIONRestore interactive latency without hiding the underlying capacity problem.
MISSION PROGRESS
0 / 4
PHASE 1
Open evidence sources. Build your incident picture.Investigate
INVESTIGATION JOURNAL
Outputs appear here as you inspect systems.Observed evidence
Evidence you inspect will appear here.
PHASE 2
This is not scored until you choose to check it.Form a root-cause hypothesis
PHASE 3
Controls unlock after an evidence-consistent hypothesis.Apply a mitigation
PHASE 4
Do not declare victory before verification.Verify recovery
Debrief
- TTFT and TPOT isolate different parts of the inference experience.
- Context length is a capacity variable, not just a product feature.
- Queue/KV signals should be included in admission control and release reviews.