5.4 Sub-20ms CI Routing & Escalation Triage
chinwag-ci triage --coalesce-window 1400msHow chinwag ci-report eliminates the 40-minute broken-build tax with Strike-1 direct routing & fix cycle (50 Cr) and Strike >= 2 ++ Triage root-cause synthesis & Pair re-assignment (100 Cr).
5.4 Sub-20ms CI Routing & Escalation Triage
chinwag-ci triage --coalesce-window 1400ms
In a standard GitHub Actions or GitLab CI workflow, a failed build sits idle in a web tab until a developer notices the red ✗, clicks through 4,000 lines of raw logs, copies the stack trace, and pastes it back into their IDE chat window. That human copy-paste loop costs 25 to 45 minutes per broken build.
chinwag ci-report replaces that manual loop with a two-tier automated recovery protocol driven by Chinwag Reflex-1 (50 Cr wakeup & fix cycle) and Chinwag Delivery-2 (100 Cr ++ Triage + Pair escalation).
The Two-Tier Strike Recovery Protocol
CI Runner Fails (cargo test / pnpm build / pytest)
│
▼
chinwag ci-report extracts failing span + commit hash + active task lease
│
├──► STRIKE 1 (First failure on this task lease):
│ Chinwag Reflex-1 (<20ms routing · 50 Cr wakeup & fix cycle)
│ Routes structured error span directly into the active coding agent's
│ Shadow jj workspace inbox. Agent patches and re-verifies locally.
│
└──► STRIKE >= 2 (Repeated failure or cross-module regression):
Chinwag Delivery-2 "++ Triage" Escalation (100 Cr)
1. Queries Negative Memory Tombstones (chinwag memory recall)
2. Cross-checks .codegraph upstream commits that landed concurrently
3. Synthesizes a root-cause recovery plan + pairs a second model family
Strike 1: Direct <20ms Agent Routing & Fix Cycle (50 Cr · $0.32 on Growth Pack)
82% of CI failures are simple first-strike issues: a missing feature flag in a Cargo workspace build, a snapshot mismatch, or a platform-specific import path.
On Strike 1, Chinwag Reflex-1 does not waste time spinning up a heavy planning session:
- It strips noisy container setup logs and isolates the exact compiler/test failure span (
<= 64 lines). - It verifies the active
<SEAT>#<INSTANCE>lease holder for the branch. - It delivers a signed
CiFailureEnvelopeV1directly to that agent thread in< 20msand completes the wakeup and verified patch cycle (50 Cr).
Strike >= 2: ++ Triage Root-Cause Escalation (100 Cr · $0.64 on Growth Pack)
When the same task fails CI twice in a row (Strike 2), letting the same coding agent retry the same approach in a loop wastes tokens and CI minutes.
Chinwag Delivery-2 automatically triggers ++ Triage (Chinwag Delivery-2 · 100 Cr):
- Negative Memory Tombstone Lookup: Checks whether the agent is attempting an approach that was previously killed and tombstoned (
chinwag memory tombstone) in this repository. - Concurrent Commit Diffing: Inspects
.codegraphto see if another branch merged a breaking trait or schema change intomainwhile this task was in flight. - Structured Recovery Plan & Re-Pairing: Emits a signed
PlusPlusTriagePlanV1that either rebases theShadow jjworkspace cleanly or attaches an independent reviewer model from a different model family to break the reasoning deadlock.
# Trigger or inspect a ++ Triage recovery plan manually from the CLI
chinwag ci-report --inspect-last --triage
[++ TRIAGE · Strike 2] Task: TASK-204 (Branch: cw/task-204-webhook-ed25519)
• Root Cause Identified: Upstream commit 8a3f11c changed `WebhookPayload::raw_bytes()`
to return ` &[u8]` instead of `Bytes` in `crates/webhook-types`.
• Tombstone Match: tombstone-webhook-copy-alloc-v1 ("Never clone webhook body prior to Ed25519 verify")
• Prescribed Fix: Rebase Shadow jj workspace onto 8a3f11c and pass slice reference directly to `verifying_key.verify_strict()`.
• Dispatched To: @RUST#7f9a2c11e04b8821a930d4e11022bc04 (1.38s · 100 Cr)
Next Section: The Chinwag Way (MO-GRPO Chips & <20ms Drills)
Explore the peer-reviewed engineering research behind Chinwag's multi-agent coordination, 7-day code survival scoring (SURV), and 4-minute calibration drills.
- Next: Academic Foundations of The Chinwag Way
- Ready to eliminate the 40-minute broken-build tax? Reserve Your Organization Credit Pack →
.codegraph & FinOps Routing
How DELIVERY uses local structural call graphs (.codegraph) to prevent cross-module breakage and optimize multi-model inference costs.
Flight Deck & Trajectory Time-Travel
Branch failed agent runs in 0ms with 0 replayed tokens via chinwag fork-run and Shadow-KV (250 Credits), pinpoint exact trajectory divergence with Weighted-LCS chinwag diff-run, and freeze failures into <50ms offline CI cassettes with chinwag tombstone --emit-test.