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The mid-execution `ask_user()` mechanism allows agentic tools to gate side effects on explicit human approval and survive server restarts while awaiting a response, replacing a model where agents had to complete or abort a turn without user input.
Track DeepSeek V4's pricing against incumbent frontier models — at $0.14/M input for Flash and $1.74/M for Pro, it sets a new low-cost reference point that could pressure pricing across the entire API market.
Developers running local LLMs can now access a model that claims flagship-level agentic coding performance in a 16.8GB quantized package, runnable on consumer hardware via `llama.cpp`.