Reasoning and routing
Orca treats DeepSeek reasoning settings and model routing as first-class coding workflow controls.
deepseek orca
A DeepSeek coding agent with native model behavior.
Orca is DeepSeek-native: max reasoning effort, streaming reasoning, prefix-cache friendly prompts, 1M-context coding, local tools, and approval-aware automation are part of the normal loop.
1M
context window for long-context coding
99%
post-compaction prefix-cache hit in real API tuning
128
turn budget for longer autonomous runs
4x
macOS and Linux native binaries
Model fit
DeepSeek-native means more than an API endpoint.
Prefix-cache friendly
The prompt stays stable across tools, summaries, compaction, and resume so repeated turns avoid waste.
Local, inspectable history
JSONL transcripts make DeepSeek Orca sessions searchable, resumable, forkable, and auditable.