Packaging Sentinel - Managed-Agent Incident Review

Case Symptom: Corner-heavy fail pattern detected on SiP Lot AP-2097 / Strip 14.

Pitch Slides

Ready: Sentinel Runtime listening to telemetry tripwires

FDC/ATE Streams Continuous telemetry

CUSUM Anomaly Screen Statistical tripwire

Sentinel Runtime / Watcher Always-on event listener

Long-Running Swarm Specialist agents

Human Approval Containment drafted

Incident State Loading replay Waiting for watchtower_state.json

Replay Score -- Waiting for replay score

Top Suspect -- -- lots exposed

Sentinel Runtime Active Always-on listener feeds managed agents

Guardrail Human approval Approval required before holds or shutdowns

Evidence Bundle

advanced package visual evidence

advanced package inspection map SiP Lot AP-2097 / Strip 14

passing units test failures void/warpage risk

package_test_bin_map.pngvisual

xray_solder_void_cluster.pngimage

assembly_traveler_strip14.csvroute

reflow_profile_zone7.csvtrace

warpage_metrology_panel.csvtabular

final_test_bins_baseline.csvcontrol

incident state

Loading Packaging Sentinel events.

The coordinator assigns evidence, runs specialist checks, and merges only cited findings into the incident packet.

0 agents complete

watch / investigate / verify / contain

waiting

not run

draft pending

high severity

Run the investigation to generate a ranked incident packet with evidence, statistics, and human-review actions.

Waiting for evaluation_report.json.

Not run yet. Use the live button to call Agent Platform.

The local replay is loaded. Live output will appear here after the managed-agent call completes.