Last reviewed: 2026-06-24
Direct answer
A reliable CometAPI integration tutorial should start from the current CometAPI documentation, then narrow each example to details the linked pages actually support. For most tutorial drafts, that means checking the documentation home page, the chat completions reference, the Responses reference, the model-list page, and the help center before writing request examples, response-handling notes, or troubleshooting guidance.
Use this workflow before publishing an integration walkthrough:
- Setup assumptions: the author has a CometAPI account, a local test client, a disposable credential represented only as
<API_KEY_PLACEHOLDER>, and access to the current documentation pages linked below. - Happy-path request plan: select one documented endpoint family, copy only the documented request shape needed for the tutorial, replace credentials with placeholders, and run a low-impact test that expects a documented success response shape.
- Error-path check: run one intentionally invalid request in a non-production test context and confirm the client records the status and error body without retrying endlessly.
- Minimum assertions: record HTTP status category, endpoint family tested, request field names used, response object family, whether a documented error appeared, and whether the example stayed within the documented contract.
- Pass/fail logging fields:
check_id,docs_page,endpoint_family,credential_placeholder_used,status_category,response_shape_observed,error_shape_observed,operator_result, andfollow_up. - What not to assert: do not claim model availability, prices, throughput, latency, quota behavior, provider-specific support, or billing impact unless a current linked source explicitly supports that exact claim.
For a deeper chat-specific review, pair this checklist with Validate CometAPI Chat Completions for Production . If the draft compares endpoint families, also review Choose between CometAPI Chat Completions and Responses before choosing which request example belongs in the guide.
Who this is for
This guide is for engineers, technical writers, and integration maintainers who publish CometAPI tutorials. It is especially useful when a tutorial includes request examples, response parsing, model selection notes, retry guidance, or support escalation language that readers may copy into their own client code.
The checklist is intentionally conservative. It does not try to prove that every model, provider route, parameter, or support case will behave the same way for every account. Its job is to keep tutorial copy close to public documentation, make examples testable, and prevent unsupported claims from slipping into reader-facing guidance.
Key takeaways
- Treat the CometAPI documentation pages as the contract source, not as background reading.
- Verify endpoint family, request fields, response fields, authentication notes, and model-selection guidance separately.
- Keep examples small enough to test without making commercial, performance, or availability claims.
- Use placeholders for credentials and sanitized logs for evidence.
- Recheck support and model-list pages when a tutorial tells readers what to do after a failed request or before choosing a model.
- Link related tutorials when the reader needs a narrower workflow, such as request-header checks or local smoke-test evidence.
A source-checked tutorial should make the reader more confident about what was verified, while staying clear about what was not verified. For example, a tutorial can say that the chat completions reference documents the chat endpoint family, authorization header area, request body fields, streaming option, response object family, and documented status examples. It should not stretch that into a promise about every model, every upstream provider, or every account limit.
Sanitized log-record template:
check_id: "tutorial-check-001"
docs_page: "https://apidoc.cometapi.com/api/text/chat"
endpoint_family: "chat completions"
credential_placeholder_used: "<API_KEY_PLACEHOLDER>"
status_category: "2xx_or_documented_error"
response_shape_observed: "documented_object_family_only"
error_shape_observed: "placeholder_error_summary"
operator_result: "pass_or_fail"
follow_up: "update_example_or_recheck_docs"
Do not store credentials, full prompts, full model outputs, raw customer data, prices, quotas, or performance numbers in this record. The purpose is to preserve enough evidence to maintain the tutorial, not to create a production telemetry archive.
Sources checked
- CometAPI chat completions reference - accessed 2026-06-24; purpose: verify chat completion contract areas.
- CometAPI documentation - accessed 2026-06-24; purpose: verify current CometAPI documentation navigation.
- CometAPI help center - accessed 2026-06-24; purpose: verify support and escalation documentation areas.
- CometAPI responses reference - accessed 2026-06-24; purpose: verify responses endpoint contract areas.
- CometAPI models overview - accessed 2026-06-24; purpose: verify model catalog discovery guidance.
Contract details to verify
| Area | What to verify | Source URL | Accessed | Safe candidate wording |
|---|---|---|---|---|
| Documentation entry point | The current docs page families and navigation used by the tutorial author. | https://apidoc.cometapi.com/ | 2026-06-24 | “Start from the current CometAPI documentation before copying request examples.” |
| Chat completions | Endpoint family, authorization area, required request fields, optional controls, streaming notes, response object family, and documented status examples. | https://apidoc.cometapi.com/api/text/chat | 2026-06-24 | “Verify chat completion examples against the current chat completions reference.” |
| Responses | Endpoint family, request structure, response structure, and whether a tutorial should use Responses instead of chat completions for the covered workflow. | https://apidoc.cometapi.com/api/text/responses | 2026-06-24 | “Use the Responses reference when the tutorial is written for that endpoint family.” |
| Support path | Where readers should go when a documented request still fails after local checks. | https://apidoc.cometapi.com/support/help-center | 2026-06-24 | “Use the help center for support and escalation guidance.” |
When a tutorial needs a narrower maintenance process, use Keep CometAPI Tutorial Sources Current . When the example depends on headers, use Review CometAPI Request Headers Before Shipping Example Clients before finalizing the snippet.
Failure modes
- Evidence gap: the author cannot inspect the failing log, source page, pull request, or local command output. The safe action is to stop and record the missing evidence instead of guessing.
- Scope drift: the repair changes material that is not connected to the observed failure. Keep the edit tied to the failing signal and leave unrelated cleanup for a separate task.
- Environment mismatch: the local check uses different versions, credentials, feature flags, or runtime settings than the hosted path. Record the mismatch before treating the result as proof.
- Unreviewed fallback: the author changes models, endpoints, permissions, or retry behavior to make a run pass without preserving the original verification boundary. Treat access and provider failures as operational blockers, not proof that the tutorial topic is wrong.
- Weak handoff: the final note says the issue is fixed but omits the command, result, changed files, and remaining uncertainty. That makes the next maintainer repeat the investigation.
- Overclaiming: the tutorial turns a single successful local request into a promise about uptime, latency, quota, billing, provider behavior, or future model availability. Keep public copy limited to what the linked pages and local record can support.
Reader next step
Before you publish or update a CometAPI integration tutorial, create a one-page verification note for the exact endpoint family the article teaches. Include the docs URL, the request fields you plan to show, the response fields you plan to mention, the placeholder credential rule, the local result category, and one unresolved question if any claim still needs a better source.
Then decide whether the tutorial should proceed, narrow its claims, or wait for better evidence. Proceed only when the example can be explained from the linked documentation and the local check record. Narrow the claims when the request works locally but the documentation does not support a broader statement. Wait when the tutorial depends on model availability, pricing, quota behavior, performance, or support promises that are not clearly documented on the pages checked for this article.
Use CometAPI Base URL and Endpoint Family Review as the next comparison point. Keep How to Smoke-test the CometAPI Chat Completion Contract nearby for setup and permission checks.
FAQ
Should every CometAPI tutorial include a live request example?
No. Include a request example only when the linked documentation supports the endpoint, request fields, response fields, and credential pattern you show. Otherwise, describe the verification step and link to the relevant reference.
Can a tutorial mention model selection?
Yes, but it should point readers to the current models reference instead of treating a model name as permanent. Avoid claiming availability unless the current source directly supports it.
What should a tutorial say about failed requests?
Keep the wording narrow: record the status category, capture a sanitized error summary, compare it with the relevant reference, and use the help center when the issue cannot be resolved from the docs.
What belongs in the smoke-test record?
Record the documentation page checked, endpoint family, placeholder credential status, observed status category, response or error shape, operator result, and follow-up. Do not store credentials, full prompts, full model outputs, prices, quotas, or performance claims.
When should a tutorial choose Responses instead of chat completions?
Use the Responses reference when the tutorial is built around that endpoint family or when the chat completions documentation points readers toward Responses for the covered model family or workflow. Do not mix endpoint examples without telling the reader which reference supports each request shape.