Unverified50% confidenceFactExact time
PTC mode has the same capabilities as standard mode, but has the model write code to call tools in batches rather than calling them one by one.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
DeepSeek Harness Desktop Tutorial: Four Modes and Plugin Hands-On
bilibiliAI解决方案10/21/2026
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UnverifiedVS Code 通过 node-pty 库实现 PTY（伪终端）机制，支持完整的 ANSI 转义序列、作业控制和信号处理66% similarUnverifiedPTC retrieval performs frame-synchronous phoneme decoding during the prefill stage, allowing candidate word pronunciations to compete on the time axis, filtering out a compact shortlist of candidate bias words and locating the corresponding speech intervals.65% similarUnverifiedExplicitly constraining output format and style in the system prompt can reduce model style drift, making generated results more consistent with the existing codebase's consistency requirements.65% similarUnverifiedStrict mode only guarantees structural correctness of the output, not business correctness, so business rules should be written in tool code rather than in the prompt.64% similarUnverifiedMany production scenarios (such as text classification, entity extraction, and simple summarization) can achieve results comparable to top-tier APIs using small models in the 7B–14B parameter range, especially after targeted fine-tuning.64% similar
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