HF API token security: protect credentials, prompts, and actions
Keep credentials out of browsers, narrow permissions, minimize logs, and require authorization before models act.
JOURNAL / TOPIC TAG
API design.
Better request contracts
Explore the boundaries that make an integration understandable: input shape, authorization, output validation, deadlines, errors, and recovery. The guides collected here connect a first model request to broader engineering decisions about throughput, streaming, and credential handling. Start with a task you can verify, then make the failure path explicit before adding traffic. A familiar protocol is useful, but it does not define what your application considers a successful or authorized result.
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4 guides
Streaming APIs: choosing SSE or WebSocket with recovery in mind
Choose a transport by communication pattern, then design event parsing, partial states, backpressure, and reconnects.
High frequency API design: deadlines, queues, and reliable throughput
Design an API around useful throughput, bounded queues, operation-aware retries, and tail latency.
Hugging Face API quickstart: from token to a validated response
Connect a model safely with a clear task, protected credentials, bounded requests, and response validation.