SOLA — One binary. Zero cloud. Full AI.

What is SOLA

Built for operators, not admins.

A Rust-native AI agent that runs locally, costs nothing per request with Claude Code Max, and automates your entire SEO operation from a single executable.

⚡

One binary. Installs in seconds.

No Docker containers. No Python environments. No cloud dependencies. Drop the binary in your PATH and it runs. Built in Rust for zero-overhead performance on any machine.

📄

BYOK — bring your own keys.

Connect Claude Code Max for $0/request, or wire in OpenAI, Gemini, Mistral, or any local Ollama model. SOLA auto-routes to the cheapest capable model for each task.

🌐

181-endpoint SEO automation API.

A complete REST interface for the Merlino Method SEO framework. Rankings, entities, content scoring, local pack, link analysis — all from a single ./sola serve.

Architecture

4 layers. Clean separation.

From CLI command to SQLite persistence, every layer has a single responsibility and a clear interface.

CLI — main.rs

62 commands across 6 branches. The human interface. Every interaction starts here.

62 commands 6 branches Clap CLI

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Agent — src/agent/

LLM routing, 5-member council, persistent memory graph, and the guard layer for safe execution.

BYOK routing 5-agent council MAGMA memory guard

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Kit — src/kit/

10 modular stomachs, skill registry, WASM runner, and veins for data flow between modules.

10 stomachs WASM runner vector DB skill registry

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DAM — src/dam/

46-table SQLite database and 181 REST endpoints implementing the complete Merlino Method SEO framework.

181 endpoints 46 tables SQLite Merlino Method

AI Council

Five agents. One decision.

When you run council convene, all five members deliberate in sequence. The decision is better than any one agent alone.

Scriptura

Research

Gathers evidence, retrieves context from the memory graph, and compiles the factual foundation for deliberation.

Fide

Planning

Proposes structured approaches, evaluates trade-offs, and drafts the execution plan based on Scriptura's research.

Gratia

Review

Stress-tests Fide's plan, identifies risks and blind spots, and proposes refinements before final evaluation.

Gloria

Quality Gate

Applies standards, checks alignment with objectives, and ensures the output meets bar before escalating.

Christus

Decision

Synthesizes all prior deliberation and renders the final authoritative answer, recommendation, or action.

10 Stomachs

Pluggable data units.

Each stomach is an isolated module that feeds SOLA a different kind of data. Enable only what you need.

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state

SQLite core — 46 tables, persistent session state

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skills

Vector DB skill registry — semantic search over capabilities

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merlino

SEO automation runners — full Merlino Method stack

👥

proxies

260 proxy marriages — residential rotation pool

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documents

BM25 full-text search over your document corpus

🧠

memory

MAGMA graph — persistent, queryable memory across sessions

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browser

Chrome CDP integration — headless automation built in

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skillguard

Security layer — safe skill execution sandbox

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trends

RSS trend ingestion — real-time signal monitoring

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prompts

A/B prompt testing — iterate and measure in production

Quick Commands

Hit the ground running.

8 commands to learn first. 54 more waiting in ./sola run --list.

Link Claude Code Max — $0/request

./sola keys link-claude-code # link Claude Code Max account ($0/request)

One-shot AI question

./sola ask "your question" # one-shot AI query

Interactive chat REPL

./sola i # interactive chat REPL

5-agent council deliberation

./sola council convene "question" # 5-agent deliberation

Browse all 62 skills

./sola run --list # see all 62 skills

Semantic skill search

./sola run --search "check rankings" # semantic skill search

Start 181-endpoint SEO API

./sola serve --port 3700 # start 181-endpoint SEO API

Self-training loop

./sola meta drill 5 # self-training loop

Install

One command. No deps.

SOLA ships as a single Rust binary. No package managers, no runtime dependencies, no cloud accounts required to start.

# Download latest release curl -fsSL https://sola.sh/install.sh | bash # Or manual wget https://github.com/brian/sola/releases/latest/sola-linux-x64 chmod +x sola-linux-x64 mv sola-linux-x64 /usr/local/bin/sola # Verify sola --version

# PowerShell — download and install Invoke-WebRequest -Uri https://sola.sh/install.ps1 -OutFile install.ps1 .\install.ps1 # Or manual Invoke-WebRequest https://github.com/brian/sola/releases/latest/sola-win-x64.exe -OutFile sola.exe Move-Item sola.exe C:\Windows\System32\ # Verify sola --version

# Requires Rust + Cargo git clone https://github.com/brian/sola.git cd sola cargo build --release # Move binary to PATH cp target/release/sola /usr/local/bin/ # Verify sola --version

# 1. Link your LLM (Claude Code Max = $0/request) sola keys link-claude-code # 2. Test it sola ask "What can you do?" # 3. Start the SEO API sola serve --port 3700 # API now running at http://localhost:3700

SOLA.

One binary. Installs in seconds.

BYOK — bring your own keys.

181-endpoint SEO automation API.

BYOK LLM Routing — cheapest model wins