EveryDev.ai
Subscribe
Home
Developers

3,289+ AI companies

  • Radar
  • Trending
AI Tools by Topic
  • AI Coding Assistants
  • Agent Frameworks
  • MCP Servers
  • AI Prompt Tools
  • Vibe Coding Tools
  • AI Design Tools
  • AI Database Tools
  • AI Website Builders
  • AI Testing Tools
  • LLM Evaluations
Follow Us
  • X / Twitter
  • LinkedIn
  • Reddit
  • Discord
  • Threads
  • Bluesky
  • Mastodon
  • YouTube
  • GitHub
  • Instagram
Get Started
  • About
  • Editorial Standards
  • Corrections & Disclosures
  • Community Guidelines
  • Advertise
  • Contact Us
  • Newsletter
  • Submit a Tool
  • Start a Discussion
  • Write A Blog
  • Share A Build
  • Terms of Service
  • Privacy Policy
Explore with AI
  • ChatGPT
  • Gemini
  • Claude
  • Grok
  • Perplexity
Agent Experience
  • llms.txt
Theme
With AI, Everyone is a Dev. EveryDev.ai © 2026
    1. Home
    2. Developers
    3. genai-io

    genai-io

    GenAI Lab is an open-source AI infrastructure organization focused on agent software written in Go. Its flagship San project is a lean, fast, provider-agnostic terminal agent runtime, complemented by a Go LLM/agent SDK and related infrastructure such as an LLM gateway.

    Visit Website

    At a Glance

    1Tool Listed
    7Products
    10Capabilities
    Discussions
    2026Est.
    Focus Areas
    Agent Harness
    AI Coding Assistants
    Command Line Assistants
    Connect
    Latest News
    San v1.23.0 released with workflows, Windows PowerShell support, auto-update controls, subagent graphs and autopilot panelSep 27, 2026
    San v1.22.11 released with bounded resume reasoning, SDK protocol/data separation and inference failure eventsSep 24, 2026
    Markets
    • Software developers and engineering teams
    • Builders of coding agents and terminal automation
    • Teams operating CI, containers, cloud VMs, edge devices or air-gapped environments
    • AI/ML researchers and evaluation practitioners
    • +1 more

    AI Tools by genai-io

    (1)
    View SAN
    SAN tool icon

    SAN

    Open Source Terminal AI Agent

    Agent HarnessAI Coding Asst.CLI Assistants

    Discussions

    No discussions yet

    Be the first to start a discussion about genai-io

    Latest News

    09/27/2026

    San v1.23.0 released with workflows, Windows PowerShell support, auto-update controls, subagent graphs and autopilot panel

    github.com
    09/24/2026

    San v1.22.11 released with bounded resume reasoning, SDK protocol/data separation and inference failure events

    github.com
    09/17/2026

    San v1.22.9 released

    github.com
    09/14/2026

    San v1.22.8 released

    github.com

    Products & Services

    7
    San
    2026-01-23

    Open-source terminal agent runtime delivered as a native Go binary. It supports multiple models and providers, personas, skills, subagents, plugins, MCP servers, autopilot, self-evolution, sessions, permissions, hooks, and a local inspector.

    sdk-go

    Go SDK underneath San, with a typed API across six LLM protocols, streaming, tool calling, structured outputs, typed errors, a 28-vendor catalog, and an event-based agent loop with hooks, parallel tools, sessions, and MCP.

    llm-gateway
    2026-06-15

    Single-binary Go LLM gateway exposing Anthropic-compatible and OpenAI-compatible endpoints, unified model registry resolution, multi-provider routing, health checks, retry/failover, and streaming.

    personas

    Open-source agents/persona bundles that can be used in the terminal on San.

    Market Position

    GenAI Lab positions San as a lean, open alternative to heavier terminal coding agents: its README benchmarks it against Claude Code and lists Aider and Continue as related projects. The differentiators claimed by the project are a roughly 12 MB native Go binary, zero runtime dependencies, roughly 0.01-second cold start, low memory/context overhead, provider and persona openness, and extensibility down to prompts, tools and extensions.

    Founding Story

    The project began with the vision of making an agent runtime small, fast, and open: a native Go binary with no Node.js or Python runtime dependencies, a small harness context, and user-controlled prompts, tools, providers, extensions, personas, and self-learning behavior. The San name is explained as 三 (three), referring to the three-step reason-act-observe loop and the Dao De Jing phrase ‘three begets the ten-thousand things.’

    Business Model

    Revenue Model

    The projects are distributed as open-source software under Apache-2.0. The public materials document installation via binaries, Homebrew, Go modules and source builds, but do not describe a paid subscription, hosted service, API-usage charge or commercial pricing model.

    Target Markets

    Industries & Segments
    • Software developers and engineering teams
    • Builders of coding agents and terminal automation
    • Teams operating CI, containers, cloud VMs, edge devices or air-gapped environments
    • AI/ML researchers and evaluation practitioners
    • Developers integrating multiple LLM providers through Go SDKs or compatible gateways
    Use Cases
    • Terminal software development and coding assistance
    • Code review and repository exploration
    • Long-running autonomous or autopilot engineering tasks
    • CI runners, cloud VMs, containers, ARM edge devices and air-gapped hosts
    • Specialized agents for ML research, security auditing, technical writing and other personas
    • Multi-agent orchestration and MCP-based tool workflows

    Quick Facts

    Founded
    2026

    History & Milestones

    2026-01-23

    San's v1.0.0 / Go Rewrite release described a complete rewrite in Go as a fast, single binary with no dependencies, multi-provider support, built-in tools, an interactive TUI, and non-interactive scripting mode.

    2026-05-02

    The v0.0.1 release was published; the release history shows San's early public release line in 2026.

    2026-06-15

    GenAI Lab created the llm-gateway project, a Go gateway with provider-compatible routing, health checks, retry/failover, and provider protection controls.

    2026-08-21

    The sdk-go project moved its LLM layer to a protocol-oriented SDK architecture covering five driver packages and 25 vendors, with model data supplied by applications.

    2026-09-27

    San v1.23.0 added workflow persistence and fan-out, bounded workflow back-edge unrolling, Windows PowerShell support and constrained-language defaults, a General auto-update switch, markdown-defined subagent graphs, and an autopilot panel with optional judge model.

    Key Capabilities

    10
    Native Go single binary of approximately 12 MB with zero runtime dependencies
    Approximately 0.01-second cold start and approximately 2.3k-token harness context
    Provider-agnostic model support including Anthropic, OpenAI, Google, DeepSeek, Moonshot, Z.ai, Ollama and others
    Swappable personas, skills, subagents, plugins, hooks and MCP servers
    Interactive terminal UI plus one-shot and print/script-friendly modes
    Permission modes, autopilot goals, workflow graphs, session resume and self-evolution

    Integrations & Partnerships

    Platform Integrations

    • Anthropic/Claude, OpenAI/GPT and Codex-style clients, Google/Gemini, DeepSeek, Moonshot/Kimi, Alibaba/Qwen, MiniMax, Z.ai/GLM, SenseNova, Mimo, Volcengine/Ark, Ollama and other providers
    • Exa, Tavily, Brave and Serper search backends
    • MCP servers, plugins, hooks and subagents
    • macOS, Linux, Windows, containers, CI and ARM edge environments
    • Anthropic-compatible and OpenAI-compatible gateway endpoints

    Key Partnerships

    Community distribution through a San Slack community and a Chinese WeChat community
    Homebrew tap (genai-io/homebrew-san) for installing San

    Connect

    Website
    genai-io.github.io/san/
    GitHub
    genai-io
    Slack
    slack.com/oauth/sanaico

    AI Topics

    3

    genai-io focuses on these topics:

    Agent Harness(1)
    AI Coding Assistants(1)
    Command Line Assistants(1)
    Back to all developersSuggest an edit