@QingQ77: A terminal AI coding agent designed specifically for DeepSeek API prefix caching mechanism, maintaining ultra-low token costs in long sessions through a cache-first architecture. https://github.com/esengine/DeepSeek-Reasonix… Reaso…

X AI KOLs Timeline Tools
deepseek coding-agent terminal-tool prefix-caching cost-optimization open-source typescript

Summary

Reasonix is a terminal AI coding agent designed specifically for DeepSeek API prefix caching mechanism, achieving ultra-low token costs in long sessions through a cache-first architecture. In testing, 435 million input tokens cost only about $12, with a cache hit rate of 99.82%.

A terminal AI coding agent designed specifically for DeepSeek API prefix caching mechanism, maintaining ultra-low token costs in long sessions through a cache-first architecture. https://github.com/esengine/DeepSeek-Reasonix… Reasonix is a DeepSeek-native terminal coding agent, designed with prefix caching stability in mind. In testing, 435 million input tokens in a single day cost only about $12, with a cache hit rate of 99.82%. Four architectural pillars: cache-first dialogue loop, R1 chain-of-thought reuse, tool call repair, and cost control. Built-in web search (Mojeek by default, configurable to SearXNG), MCP, hooks, skills, memory, persistent sessions, and web dashboard. One-click launch with npx, MIT licensed, TypeScript implementation. Deliberately supports only DeepSeek, no multi-model switching — focused on extreme optimization for a single backend.
Original Article
View Cached Full Text

Cached at: 05/09/26, 01:41 AM

English · 简体中文 · Website · Architecture · Benchmarks

A DeepSeek-native AI coding agent for your terminal.

Engineered around prefix-cache stability — so token costs stay low across long sessions, and you can leave it running.

MIT — see LICENSE Built by the community at esengine/reasonix

Similar Articles

@NFTCPS: Holy cow! DeepSeek is trying to sweep all the Agents off the market, giving you the whole family bucket! Even Reasonix didn't escape, directly acquired. To put it in plain English: This is the native terminal that can save you the most on your DeepSeek bill. Tool calls are rock solid, no glitches. Relying on cache hits, it slashes API costs down to your ankles—broken bones don't even describe it.

X AI KOLs Timeline

DeepSeek-Reasonix is a native terminal AI coding agent based on DeepSeek, drastically reducing API costs through cache hits, with stable and reliable tool calls.

@Lonely__MH: Tried Reasonix tonight and got hooked — it's definitely the perfect companion for DeepSeek! Great UI and real-time DeepSeek account balance checking. According to the docs, as a native backend terminal programming agent, it focuses on Cache-First loop and Flash...

X AI KOLs Timeline

Reasonix is a native backend terminal programming Agent designed for DeepSeek, using Cache-First loop and Flash optimization strategies to significantly reduce API call costs and provide real-time account balance viewing, making it a practical companion tool in the DeepSeek ecosystem.

esengine/DeepSeek-Reasonix

GitHub Trending (daily)

Reasonix is a config- and plugin-driven AI coding agent for the terminal, built around DeepSeek's prefix cache to keep token costs low across long sessions. It supports multiple OpenAI-compatible endpoints, dual-model execution, and MCP-compatible external tools.