every conversation already has a structure
engineering session
you
why did our p99 latency spike last Tuesday?
I can't find a clean cause in the logs...
agent
Three possible causes in that window:
deploy at 14:32, config drift, upstream dep change.
you
show me the deploy history around 14:00–15:00
↓ sensemaking
agent
Deploy at 14:32 correlates with pool exhaustion.
Latency trace shows cascade starting 4 min later.
you
connection pool exhaustion. what's the blast radius?
↓ execution
you
generate the patch and the rollback plan
agent
Config change, test cases, rollback conditions.
3 edge cases flagged for your review.
message...
DISCOVERY
exploring the unknown
open questions · branching hypotheses
3 exchanges
SENSEMAKING
building understanding
convergence · causal reasoning
2 exchanges
EXECUTION
taking action
directed output · judgment applied
2 exchanges
open, branching
low constraint
converging
causal structure
directed
high constraint
open → constrained
the framework turned on itself — your sessions, read back to you