Recorded Transitions
248
● Coordination Layer · Operational Telemetry
Work Handoff & Rework Friction
Recorded work transfers, rework returns, and wait or execution medians. Counts are queue flow, not token cost or delivered value. Sender actor, receiver actor, and topology boundary fields.
Pairwise Friction Heatmap: Sender actors form rows; receiver actors form columns. Each cell displays handoffs and return rework percentage:
Cyan Cells (Smooth Flow)
Direct forward delegation with 0% rework returns. Work moves forward cleanly between seats without ping-pong bounce.
Amber Cells (Moderate Friction)
Return rate between 1% and 20%. Indicates normal feedback or occasional specification clarification.
Rose Cells (Severe Churn)
Return rate exceeding 20%. Pinpoints repetitive review rejection, test failure bounce, or prompt contract ambiguity.
Interactive Pair Inspector
Click any cell to inspect total volume, rework loops, and pickup latency for that specific directed actor pair.
Core coordination metrics and actionable engineering thresholds:
Fleet Return Rate
rework_returns / total_handoffs
Target: < 10% Healthy
Median Turnaround Wait
Queue dispatch timestamp to receiver pickup latency
Target: < 45s
Median Exec Duration
Active step execution time for receiver to complete handoff task
Monitored step turnaround
Boundary Crossings
Count of transitions crossing ring boundaries or supervisory planes
Requires explicit authorization
Fleet Return Rate
12.9%
Median Turnaround Wait
42.5s
Median Exec Duration
185.0s
Boundary Crossings
6 Seams
Pairwise Friction & Return Heatmap
Rows indicate sender actor; columns indicate receiver. Color intensity indicates return friction rate.
Hover or click a cell for pair evidence
Pairwise Handoff Transitions
0 Pairs
| Sender Actor | Receiver Actor | Handoffs | Rework Returns ▾ | Return Rate (%) | Wait Median (s) | Exec Median (s) | Ring Boundary |
|---|
Technical Lineage, Coverage & SQL Proof (L3)
Underlying SQL Projection
SELECT * FROM v_handoff_rework_analysis ORDER BY rework_returns DESC, from_seat, to_seat;
Connected fact rows
Recorded window: —
Total rows: —