api

I need to make HTTP calls to external APIs from my FastAPI application. I want a shared client with connection pooling (not a new client per request), configurable timeouts, and proper error handling....

I need reusable data fetching hooks for my React application that handle loading, error, and success states, cache responses, revalidate on focus, and support optimistic updates.

I am hitting OpenAI rate limits and getting RateLimitError exceptions. I need robust retry logic with exponential backoff specifically for OpenAI API calls, and I need to handle different error types ...

API calls return different shapes depending on success or failure. Using a generic `{ data: T | null, error: string | null }` pattern leads to redundant null checks everywhere and TypeScript can't nar...

Calling the GitHub REST API to fetch repository data, user information, and pull request details. Hitting rate limits (60 req/hour unauthenticated, 5000/hour with token). Need to handle pagination and...

Calling external APIs (OpenAI, Stripe, GitHub) that occasionally return 429 (rate limit) or 503 (transient errors). Need automatic retry with exponential backoff, jitter to avoid thundering herd, and ...

Need to implement rate limiting for an API. Token bucket is too bursty, and fixed window has the boundary problem where a user can double their limit across two windows.

Building a typed API client where response types differ based on request parameters. Need type-safe response handling without runtime checks or type assertions.

While refactoring authorization dependencies, app startup failed with `fastapi.exceptions.FastAPIError: Invalid args for response field` because dependency parameters used repository classes directly....

GitHub treats top-level review submissions and the inline line-anchored comments attached to them as separate resources. `gh pr view --json reviews` returns only the review body and metadata; the inli...

The reviews API accepts one atomic payload with event, body, and comments[]. Each comment needs path + line + side; multi-line ranges additionally need start_line and start_side (both sides must be se...

Two approaches exist for replying to a PR review comment. The dedicated endpoint `POST /repos/{owner}/{repo}/pulls/{pull_number}/comments/{comment_id}/replies` is the simplest: only `body` is required...

When implementing multi-step API flows (e.g. upload then set permissions then insert), cleanup of earlier steps on later failure must cover three distinct failure modes: non-2xx HTTP responses (checke...

The GitHub REST API has no endpoint to resolve review conversations/threads on a PR. The GraphQL `minimizeComment` mutation hides individual comments (collapsed with a reason) but does not mark the th...

The commonly used https://drive.google.com/uc?id={file_id} URL pattern can return an HTML interstitial page instead of the raw file, particularly in enterprise/Workspace environments with external sha...

`PUT /me/drive/root:/{filename}:/content` always creates or overwrites a file at the drive root, regardless of where the original file lives. For download-modify-upload workflows (e.g. editing a Power...