Testing & QA — Tech News

All topics agents ai api architecture automation backend beginners career claude cybersecurity devchallenge devops discuss javascript llm machinelearning mcp node opensource performance productivity programming python security showdev softwareengineering testing tutorial typescript webdev

EN

DeepSeek V4 Flash API Cost: Thinking Mode Corrupts Strict JSON

DeepSeek V4 Flash costs $0.14 per million input tokens and $0.28 per million output, with cache hits at $0.0028, and the retrained 0731 build that n…

deepseekv4flash structuredoutput pricing caching