Last reviewed: 2026-07-11.
Direct answer
Refresh evidence for an AI coding agent tutorial by checking the current tool documentation, the project memory or instruction guidance, and any gateway reference pages before changing setup steps, command examples, request checks, or troubleshooting advice. The goal is simple: keep the guide useful without letting old setup notes, moved docs, or unsupported API details slip into the article.
Use this workflow whenever a tutorial mentions a coding assistant surface, repository guidance files, model routing, or a CometAPI-backed request check. First, identify the exact claim you plan to keep or change. Second, open the public documentation page that supports that claim. Third, narrow the wording until the article says only what the source can support. Fourth, record a small, secret-free note showing what was checked, what passed, what failed, and what the article intentionally did not claim.
A compact operating plan works best:
- Setup assumptions: use a non-production repository, a non-production account when a gateway check is needed, and placeholder credentials such as
<API_KEY_PLACEHOLDER>in every note and example. - Happy-path request plan: open the linked CometAPI chat reference, confirm the current request shape from that page, then run one minimal staging request only when you have a safe account and permission to do so. Record pass or fail metadata, not full request bodies or responses.
- Error-path check: repeat with a deliberately invalid placeholder credential or intentionally incomplete test configuration, and confirm the failure is captured without copying secrets, private prompts, account identifiers, or full response bodies.
- Minimum assertions: source page reachable, relevant section found, tutorial claim mapped to a source URL, sanitized request attempted when appropriate, sanitized failure noted when appropriate.
- Pass/fail logging fields:
checked_at,source_url,claim_area,happy_path_result,error_path_result,redactions_applied,next_action. - What not to assert: exact model availability, pricing, billing behavior, rate limits, uptime, support response times, or production readiness unless the linked source and your account evidence support that exact claim.
For adjacent source-checking patterns, see Build Source Citation Audit Trails for Coding Agent Guides and Verify Coding Agent Outputs Before They Ship .
Who this is for
This guide is for developers, technical editors, and engineering leads maintaining coding-agent tutorials that mention terminal agents, repository memory files, IDE assistants, model gateways, or CometAPI request checks. It is most useful when an existing article still reads well, but its setup evidence or API references may have moved.
It also helps teams that use coding agents to repair tests, draft pull requests, update operational runbooks, or revise developer documentation. Those teams often have two separate risks. The first risk is stale instruction text: the article tells readers to use an old setup path, an outdated memory-file location, or a tool behavior that has changed. The second risk is unsupported precision: the article includes exact request fields, model names, cost language, or support promises that are not supported by the current source page.
The workflow below keeps both risks visible. It does not ask you to turn every tutorial into a long research report. It asks you to make each operational claim traceable enough that a future maintainer can see why the wording is still safe.
Key takeaways
- Treat setup instructions, memory guidance, request examples, and support advice as separate claim areas.
- Use official documentation links as the source of truth for current tool behavior.
- Keep examples secret-free; never paste real credentials, private prompts, account identifiers, or full responses into public notes.
- Verify CometAPI gateway claims with current CometAPI documentation before describing request fields, support paths, or model-routing behavior.
- Record what was checked and what was intentionally left unasserted.
- Prefer a narrow, accurate article over a broad article that guesses at current product behavior.
Sources checked
- Official source evidence 1 - accessed 2026-07-11; purpose: verify source-backed claims for this guide.
- Claude Code memory documentation - accessed 2026-07-11; purpose: verify project memory and instruction-file context for agent workflows.
- CometAPI documentation - accessed 2026-07-11; purpose: verify current CometAPI documentation navigation.
- CometAPI chat completions reference - accessed 2026-07-11; purpose: verify chat completion contract areas.
- CometAPI help center - accessed 2026-07-11; purpose: verify support and escalation documentation areas.
Contract details to verify
| Area | What to verify | Source URL | Accessed | Safe candidate wording |
|---|---|---|---|---|
| Coding-agent setup | Current surfaces, setup paths, and tool scope before changing a tutorial. | https://docs.anthropic.com/en/docs/claude-code | 2026-07-11 | “Check the current Claude Code documentation before updating setup or workflow steps.” |
| Repository memory | Where project memory or instruction guidance belongs before asking an agent to rely on it. | https://code.claude.com/docs/en/memory | 2026-07-11 | “Keep repository guidance aligned with the current memory documentation.” |
| Documentation discovery | Whether the CometAPI documentation entry point still leads to the relevant reference pages. | https://apidoc.cometapi.com/ | 2026-07-11 | “Start from the current CometAPI docs when refreshing gateway evidence.” |
| Chat request check | Current chat reference areas to inspect before writing request examples. | https://apidoc.cometapi.com/api/text/chat | 2026-07-11 | “Verify request fields in the linked chat reference before publishing examples.” |
| Support path | Where to send readers for support or escalation context. | https://apidoc.cometapi.com/support/help-center | 2026-07-11 | “Use the help-center link for support context instead of guessing escalation details.” |
Use the table as a claim map, not as a promise that every product behavior is stable forever. If a source page redirects, moves, or changes its structure, update the article wording to match the current page. If the source no longer supports the detail, remove the detail or replace it with a verification step.
A useful refresh note is short and boring:
checked_at: 2026-07-11T00:00:00Z
source_url: https://apidoc.cometapi.com/api/text/chat
claim_area: request-shape-check
happy_path_result: pass|fail|not_run
error_path_result: pass|fail|not_run
redactions_applied: true
credential_value: <API_KEY_PLACEHOLDER>
response_excerpt_saved: false
next_action: update wording|leave unchanged|remove unsupported claim
That template is intentionally small. It captures enough to explain the article change while avoiding the two common mistakes: copying sensitive material into notes and treating a single staging result as proof of production behavior.
Failure modes
- Evidence gap: the maintainer cannot inspect the relevant source page, failing log, pull request, or local command output. The safe action is to stop and record the missing evidence instead of guessing.
- Scope drift: the article edit expands into unrelated cleanup. Keep the refresh tied to the claim being checked and leave unrelated rewrites for a separate task.
- Environment mismatch: the local check uses different versions, credentials, feature flags, or runtime settings than the reader-facing path. Record the mismatch before treating the result as proof.
- Unreviewed fallback: the workflow changes models, endpoints, permissions, or retry behavior to make a run pass without preserving the review boundary. Treat access and provider failures as operational blockers, not as reasons to invent a simpler story.
- Weak handoff: the final note says the article is fixed but omits the changed claim, source URL, result, and remaining uncertainty. That forces the next maintainer to repeat the investigation.
- Overconfident API wording: the tutorial turns a reference-page check into broad claims about availability, billing, rate limits, or reliability. Keep the article focused on the checked contract area.
Reader next step
Pick one tutorial claim that depends on current tool behavior and refresh only that claim first. Open the source page linked in the article, write down the claim area, and decide whether the article should keep the wording, narrow it, or remove it. If the claim involves credentials or a gateway request, use <API_KEY_PLACEHOLDER> in every example and save only the pass/fail fields shown above.
A good first candidate is a setup paragraph or a request-check paragraph, because those sections age quickly and are easy to overstate. After you finish, link the revised paragraph to a related operational guide such as Build a Change Evidence Packet for Coding Agent Runs so readers can carry the same habit into their own agent sessions.
Use Write Change Scope Notes Before an Agent Pull Request as the next comparison point. Keep Agent Memory Review Before Long-Running Tasks nearby for setup and permission checks.
FAQ
How often should evidence be refreshed?
Refresh it before any meaningful tutorial update, and repeat the check when a source page moves, a setup command changes, or an API example depends on a specific reference page. A scheduled monthly review is useful for important tutorials, but the strongest trigger is a planned content change.
Should a tutorial include exact endpoint paths or request fields?
Only include exact values after checking the current reference page linked in the article. If the source does not support the detail, use a placeholder and tell readers what to verify. Do not fill gaps from memory.
What should be left out of the public article?
Leave out real credentials, full prompts, full responses, account-specific billing details, rate-limit assumptions, production uptime claims, private ticket details, and model availability claims unless they are directly supported by current source evidence.
What is the safest next step when a source moved?
Replace the old reference with the current reachable page, then narrow the article wording to the claims that page actually supports. If there is no current equivalent, remove the unsupported claim and keep a note that the source could not be confirmed.
Does every refresh need a live API request?
No. Many article updates only need documentation review. Run a request check only when the tutorial claim depends on request behavior and you have a safe account, permission to test, and a way to record results without exposing secrets.