Release Checklist for OpenAI-Compatible CometAPI Tutorials

Last reviewed: 2026-06-29

Direct answer

Before releasing an OpenAI-compatible CometAPI tutorial, verify the current documentation page for the endpoint family you are demonstrating, confirm the base URL and authentication pattern from the docs, choose a model only from the current model list, and record a small smoke test result without publishing secrets or full responses.

Use the chat completions reference when the tutorial demonstrates multi-message chat behavior. Use the Responses reference when the tutorial is written around the Responses API. If a tutorial compares both, keep the example payloads separate and link each claim to the relevant documentation page. The release check should prove that the tutorial is aligned with the current docs, not that every account, model, pricing plan, limit, or provider behavior will match one local test.

For related release checks, see Validate CometAPI Chat Completions for Production and Source Pack Checks Every CometAPI Tutorial Author Should Run Before Publishing .

Smoke-test workflow

Setup assumptions:

• You have access to a CometAPI account and a temporary test key.
• The key is stored outside the tutorial text and represented as <API_KEY_PLACEHOLDER> in any notes.
• You have selected a model identifier from the current model documentation immediately before testing.
• You know whether the tutorial is demonstrating chat completions, Responses, or a comparison between the two.

Happy-path request plan:

1. Open the relevant CometAPI endpoint reference on the day you prepare the tutorial for release.
2. Copy only the documented endpoint family, required request fields, authentication pattern, and response areas into a local test note.
3. Send a minimal request with a harmless prompt and <MODEL_ID_FROM_CURRENT_DOCS>.
4. Confirm that the response has the documented high-level shape for the endpoint family.
5. Replace any local account detail, prompt text, response text, model choice, and credential with a placeholder before the tutorial text is shared.

Error-path check:

1. Repeat the request with an intentionally invalid placeholder key in a disposable environment.
2. Confirm that the failure is handled as an authentication or request failure without logging sensitive values.
3. Check that the tutorial explains the failure at a category level only, such as authentication failure or request validation failure.
4. Avoid copying the full error object unless the exact error shape is documented and needed for the lesson.

Minimum assertions:

• The request uses the endpoint family shown in the current docs.
• The request uses a model identifier selected from the current model list.
• The tutorial does not hard-code account-specific limits, pricing, quota, or availability.
• The tutorial does not present one local success as proof of uptime, latency, or broad model support.
• The sample response is summarized, not copied as a full production response.
• The published example keeps credentials as <API_KEY_PLACEHOLDER> and keeps model IDs as placeholders unless a current source supports the exact model wording.

Pass/fail logging fields:

check_id: "openai-compatible-tutorial-release"
checked_at: "2026-06-29T00:00:00Z"
endpoint_family: "chat-completions-or-responses"
model_placeholder: "<MODEL_ID_FROM_CURRENT_DOCS>"
api_key_used: "<API_KEY_PLACEHOLDER>"
request_result: "pass-or-fail"
response_shape_observed: "documented-high-level-shape"
credential_exposure_checked: "yes-or-no"
unsupported_claims_removed: "yes-or-no"
notes: "sanitized release note"

Do not assert pricing, account quota, rate limits, uptime, latency, model availability, provider parity, billing behavior, or support response time unless the tutorial links to a current source that directly supports that exact claim.

Who this is for

This checklist is for tutorial authors, editors, and integration reviewers preparing CometAPI examples that look familiar to OpenAI SDK users. It is especially useful when a draft includes chat completions, the Responses API, model selection, request headers, response handling, or support handoff language.

Use it when a tutorial has already been drafted and needs one last release pass. It is not a substitute for reading the full docs, and it should not be used to fill in details that the docs do not show. If a detail is missing from the public reference, the safer tutorial pattern is to describe what the reader should verify instead of presenting a guessed contract.

Key takeaways

• Treat the CometAPI docs as the source for endpoint family, request shape, response shape, authentication, and model-selection checks.
• Keep tutorial examples small and replace credentials with <API_KEY_PLACEHOLDER>.
• Use placeholders for model identifiers unless the current model page is checked during release.
• Keep chat completions and Responses examples separate unless the tutorial is explicitly comparing them.
• Keep commercial, account-specific, and operational claims out of tutorials unless a current public source directly supports them.
• Record a small pass/fail note that proves the tutorial was checked without exposing a credential, full response, customer prompt, or account-specific setting.

A release checklist should make the final article easier for a reader to trust. It should not turn into a long local test transcript. The most useful version is short, current, and careful about what it does not claim.

Sources checked

• CometAPI documentation - accessed 2026-06-29; purpose: verify current CometAPI documentation navigation.
• CometAPI chat completions reference - accessed 2026-06-29; purpose: verify chat completion contract areas.
• CometAPI responses reference - accessed 2026-06-29; purpose: verify responses endpoint contract areas.
• CometAPI models overview - accessed 2026-06-29; purpose: verify model catalog discovery guidance.
• CometAPI help center - accessed 2026-06-29; purpose: verify support and escalation documentation areas.

Contract details to verify

Failure modes

• Evidence gap: the reviewer cannot inspect the source page, failing request note, pull request, or local command output. The safe action is to stop and record the missing evidence instead of guessing.
• Endpoint mix-up: the tutorial borrows a request body from chat completions and explains it as a Responses example, or the reverse. Keep examples separated unless the article is explicitly comparing both endpoint families.
• Environment mismatch: the local check uses different credentials, feature flags, model access, or runtime settings than the path a reader will follow. Record the mismatch before treating the result as proof.
• Unsupported fallback: the tutorial changes models, endpoints, permissions, retries, or request parameters just to make one test pass. Treat access and provider failures as release questions, not as a reason to rewrite the public contract without source support.
• Credential exposure: the draft includes a real key, a copied secret-like string, a full response from a private test, or a customer prompt. Replace those details with placeholders and sanitized summaries.
• Overclaiming: the tutorial turns a local smoke test into a promise about rate limits, price, uptime, latency, provider compatibility, or billing. Remove the claim unless a current public source supports it directly.
• Weak handoff: the release note says the issue is fixed but omits the checked source, result, changed article area, and remaining uncertainty. That makes the next reviewer repeat the same investigation.

Reader next step

Before you publish or share a tutorial that depends on an OpenAI-compatible CometAPI gateway path, run a 15-minute release pass:

1. Open the current CometAPI documentation entry point and the endpoint page used by the tutorial.
2. Confirm whether the article is teaching chat completions, Responses, or a comparison between them.
3. Re-check the model page before naming a model, or keep <MODEL_ID_FROM_CURRENT_DOCS> in the example.
4. Run one minimal happy-path request and one credential-safe failure check in a disposable environment.
5. Save only the sanitized pass/fail fields shown above.
6. Re-read the tutorial and remove any claim about pricing, quota, uptime, rate limits, billing, or model availability that is not directly supported by a current source.

If the article also includes request headers or SDK setup, pair this checklist with Review CometAPI Request Headers Before Shipping Example Clients before release. If the tutorial has not been updated in a while, compare it with Keep CometAPI Tutorial Samples Aligned With Current Docs so old examples do not quietly drift away from the current documentation.

Use Chat Schema Notes for Tutorial Maintainers as the next comparison point. Keep Verify CometAPI Base URLs Before Publishing Tutorial Examples nearby for setup and permission checks.

FAQ

Should a tutorial include a real API key?

No. Use <API_KEY_PLACEHOLDER> in examples and keep real keys in a local secret store or environment variable outside the article.

Can the tutorial name a specific model?

Only after checking the current model documentation during release. Otherwise, use <MODEL_ID_FROM_CURRENT_DOCS> and tell the reader to choose from the current model list.

Should pricing or limits be included?

Not in this checklist article. Add pricing, limits, quota, or billing details only when the tutorial links to a current source that directly supports the exact statement.

What should happen when the smoke test fails?

Keep the tutorial unreleased until the endpoint family, authentication pattern, model choice, request body, and response handling are checked against the current documentation.

Is one successful request enough proof for a tutorial?

It is enough to show that a small example was checked in one environment. It is not enough to prove broad availability, uptime, latency, billing behavior, rate-limit behavior, or support coverage.

Should chat completions and Responses examples share the same code block?

No, not unless the tutorial is explicitly about comparing them. Keep each endpoint family in its own example so readers can verify each claim against the correct reference page.