Automation rescue

Find why an existing workflow fails, repair the critical path, and leave operators with visible status and a documented way to recover.

Starting point: Existing workflow
Primary outcome: Explicit failure path
Handover: Test evidence + runbook

WHEN THIS FITS

The workflow appears stable until the day it matters.

This service is designed for silent failures, duplicate writes, broken loops, expired credentials, invalid payloads, rate limits, missing retries, opaque third-party errors, and automations no one feels safe changing.

WORKING PATH

01
Reproduce
Capture the real failure, affected path, evidence, and business consequence.
02
Diagnose
Separate the root cause from downstream symptoms and undocumented assumptions.
03
Stabilize
Repair logic, add validation, bounded recovery, and duplicate protection where justified.
04
Operate
Expose status, terminal failures, alerts, tests, and recovery instructions.

EXPECTED DELIVERABLES

Root-cause findings and failure map
Repaired workflow or integration logic
Validation and idempotency where applicable
Retry budgets and terminal failure handling
Structured logs and operator-visible alerts
Focused regression tests
Recovery runbook and technical notes
Required work separated from optional improvements

GOOD FIT

A bounded system with a reproducible failure.

An accountable workflow owner is available.
The client is authorized to provide scoped access and test data.
The critical path and unacceptable failure can be described.
A test environment or safe fixture can be created.

NOT A FIT

A promise to fix an unknown system blindly.

No access, evidence, or knowledgeable owner exists.
The request depends on bypassing platform controls or terms.
The desired action is destructive, financial, or customer-facing without review.
Unlimited ongoing support is assumed rather than agreed.

WEBHOOK RECOVERY

Webhook Recovery Lab

Seven signed synthetic events verify replay suppression, conflict quarantine, outbox delivery, bounded retry, ambiguous-delivery recovery, and source reconciliation with no raw address retention. It is not client work or named-vendor delivery.

Inspect the recovery lab Use the recovery checklist Review the focused integration repair route

NATIVE n8n CONTROL

n8n Reliability Lab

Five deterministic fixtures and seven fail-closed invariants verify validation, duplicate suppression, retry planning, review routing, and zero external actions. It is not client work.

Inspect the n8n lab Read the sample review Start with the reliability review

BEFORE A COMMITMENT

Scope first. Commercial decision second.

Pricing and schedule depend on the systems, reproducibility, access path, failure impact, test environment, and acceptance criteria. Pragmatic Loop maps those facts before the owner approves any price, deadline, contract, or support commitment.

START WITH EVIDENCE

Show where the workflow stops being trustworthy.

Describe the systems, failure mode, frequency, and current recovery process without sending credentials or private data.

Discuss the workflow