OpenClaw agent turns
Default routing for routine planning, tool narration, intermediate summaries, and user-facing agent responses.
Use cases
DeepSeek V4 Flash use cases
A Flash-first site needs more than a pricing table. These use cases give crawlers and readers clear pages around production traffic, OpenClaw agents, and comparison content.
Workloads
Where Flash should appear first
Use these entries as the internal-link targets for comparison, pricing, and OpenClaw pages.
Search and retrieval answers
Low-cost generated answers over retrieved context where prompt cache design can repeat stable wrappers.
Batch summarization
High-volume document, changelog, and feed summarization where output cost determines monthly budget.
Code explanation
Routine code walkthroughs, test explanation, and patch summaries before escalating difficult failures to Pro.
Comparison articles
DeepSeek-first pages that compare GPT, Claude, Gemini, and Grok only when the comparison strengthens the Flash story.
Migration checks
Replace older generic DeepSeek aliases with explicit V4 Flash defaults and controlled Pro fallback.