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I keep running into API rate limit errors while testing my senior capstone project webhook integration, so what are some standard mitigation strategies?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

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I keep running into API rate limit errors while testing my senior capstone project webhook integration, so what are some standard mitigation strategies?
1 real search · 1 real-search pass
API rate limiting best practices HTTP 429 Retry-After exponential backoff webhook queues idempotency official documentationGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
API rate limiting best practices HTTP 429 Retry-After exponential backoff webhook queues idempotency official documentation Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
API rate limiting best practices HTTP 429 Retry-After exponential backoff webhook queues idempotency official documentation
OBSERVED
Google ↗
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—Instruction——1x
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