惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Engineering at Meta
Engineering at Meta
雷峰网
雷峰网
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
B
Blog
Y
Y Combinator Blog
WordPress大学
WordPress大学
Microsoft Azure Blog
Microsoft Azure Blog
小众软件
小众软件
G
Google Developers Blog
云风的 BLOG
云风的 BLOG
罗磊的独立博客
博客园 - 三生石上(FineUI控件)
博客园 - 叶小钗
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
量子位
The Cloudflare Blog
T
The Blog of Author Tim Ferriss
博客园_首页
B
Blog RSS Feed
Hugging Face - Blog
Hugging Face - Blog
IT之家
IT之家
阮一峰的网络日志
阮一峰的网络日志
L
LangChain Blog
宝玉的分享
宝玉的分享

Will Angel's Blog

Superhuman AI coding still makes software worse I did not say that, you did The AI Tarpit: Why You Can't Stop Reading Your Code Anthropic Fable The Stochastically K-Shaped Engineering Job Market Claude.AI Pro Plan quotas too small for deep research Apple Silicon costs more than OpenRouter Jankmarking: Janky Benchmarking Offline Agentic Coding Washington DC on track for most volatile temperature year since 1959
Offline Agentic Coding: OpenCode
2026-05-07 · via Will Angel's Blog

Tags: AI, LLMs, Agents, Local models, Ollama, Coding

Offline Agentic Coding part 2: OpenCode & Kilocode.

Published 2026-05-07

offline agentic coding: a handdrawn clock

Claude code with non-anthropic models feels limited. Conveniently, we can also use OpenCode!

ollama launch opencode

OpenCode is like Claude Code but bring your own model. Overall it's very comparable, but is less polished in some ways while feeling more solid in others.

Kilocode:

Kilocode (kilo.ai) is an agentic coding platform. It's now primarily powered by a fork of OpenCode. Their VScode/codium extension is very nice, and offers one of the my favorite views of the context window:

kilocode screenshot

Hooking up a local model to the Kilocode vscode extension is straightforwad. Just give it your local server port and you're good to go.

Kilocode is also nice because they have support for a wide range of model providers as well as their own model provider platform, so it's seemless to switch between local, open, and proprietary models.

Overall

Overall local models for coding are still too slow to be practical on regular hardware, but it's nice to have as a capability if the internet goes down, and it's still magical to be able to tell me computer to program itself.