Cookbook · Perplexity · Intermediate
You want a current, implementation-focused Perplexity walkthrough for long-running deep-research jobs, async handling, and batch-style research flows.
deep research, agent api, async workflows, research workflows, grounded answers
Guide · OpenAI · Intermediate
You need the current OpenAI path for long-running jobs, asynchronous tool workflows, or agent tasks that should continue outside a foreground request.
openai, background mode, long-running jobs, agents, automation
Guide · OpenAI · Intermediate
You want the official OpenAI pattern for queueing large asynchronous jobs such as eval runs, backfills, classification batches, or dataset generation.
openai, batch api, async workflows, cost optimization, offline processing
Guide · Anthropic · Intermediate
You want the official Claude path for queued offline jobs such as large-scale summarization, labeling, evaluation, or document processing.
anthropic, batch processing, async workflows, offline jobs, claude
Guide · Google AI for Developers · Intermediate
You want Gemini to notify your app when long-running jobs finish instead of polling Batch, Interactions, or video operations in a loop.
gemini, webhooks, interactions api, background execution, async workflows
Guide · Google AI for Developers · Intermediate
You want the official Gemini route for high-volume asynchronous generation, evaluation, extraction, or backfill workloads.
gemini, batch api, async workflows, cost optimization, offline processing
Guide · Google AI for Developers · Intermediate to advanced
You need Google's current pattern for long-running Gemini tasks such as deep research, multi-step agents, and server-side asynchronous execution.
gemini, background execution, interactions api, async workflows, deep research