Webhook Debugging with Codex: API Runtime Pattern
A production playbook for webhook debugging in cross-industry operations using Codex: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Integrations teams
The problem
Integrations teams need webhook debugging to run repeatedly against payload samples, logs, retry history, and endpoint docs. In cross-industry operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the webhook debugging instructions as a skill, send payload samples, logs, retry history, and endpoint docs as run-scoped inputs, execute with Codex, poll terminal status, and consume argo.result.v1 instead of parsing a transcript.
Tradeoffs and failure modes
The API boundary forces the workflow to define inputs, terminal states, and result shape before customers depend on it. For webhook debugging, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Run request
POST /api/skills/<skill_id>/run
provider=codex
workflow=webhook-debugging
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo