🧞 The Agent That Actually Delivers

Your Intent.
Executed at Scale.

Stop context-switching between tools. genie is an AI assistant that thinks, plans, and executes β€” for any task or workflow.

# Get the genie out of the bottle
brew install stackgenhq/homebrew-stackgen/genie

# Setup Genie
genie setup
# Pull and run genie from the container registry
docker run --rm -it \
  -v ~/.genie.toml:/root/.genie.toml \
  -v $(pwd):/workspace \
  ghcr.io/stackgenhq/genie:latest grant

Easy Onboarding 🧭

Creating your .genie.toml doesn’t have to mean hand-editing TOML. Use our guided Config Builder to set up your first config in minutes.

Guided way to create .genie.toml upfront

  • β†’ No TOML knowledge needed β€” fill in the form, then copy or download
  • β†’ Start with model providers, then add skills, MCP, and integrations as you need them
  • β†’ Sensible defaults and tooltips so you know what each option does
Open Config Builder

Onboarding flow

1. Install genie
2. Use Config Builder β†’ get .genie.toml
3. Run genie grant

What Makes Genie Different ✨

Most AI agents are locked to a single model. Genie is a multi-model, multi-tool orchestrator that picks the right brain for every task.

KEY DIFFERENTIATOR

Not One LLM β€” The Right LLM

Genie doesn't bet on a single model. It routes each stage of execution to the model best suited for the task β€” planning with one, tool-calling with another, writing or analysis with a third.

  • β†’ Planning & Research: Deep-reasoning models (o3, Gemini Deep Think)
  • β†’ Tool Calling: Function-calling specialists (GPT-4.1, Gemini Flash)
  • β†’ Writing & Analysis: Specialized models (GPT-5.3 Codex, Claude Sonnet)
  • β†’ Efficiency: Fast, cost-effective models for simple tasks

Task-Aware Model Routing

🧠 planning β†’ o3
πŸ”§ tool_calling β†’ gemini-3-flash-preview
✍️ writing β†’ gpt-5.3-codex
⚑ efficiency β†’ gpt-4.1-nano
πŸ”§

Extensible Skills & MCP Tools

Extend Genie with custom skills or connect to any MCP-compatible tool server. Build once, reuse everywhere.

πŸ’¬

Works Where You Work

Integrate with Slack, Discord, Teams, Telegram, WhatsApp, or Google Chat. Genie meets your enterprise where it already communicates.

πŸ›‘οΈ

Governance & Audit

Granular Human-in-the-Loop guardrails and structured audit trails. Command-level authorization ensures strict compliance.

πŸ”§

Tool Middleware Pipeline

Every tool call flows through a composable middleware chain β€” context-mode compression (local BM25 scoring, no LLM cost), rate limiting, circuit breaking, retries, OTel tracing, and output sanitization β€” all config-driven, backed by battle-tested Go libraries.

πŸ”

Enterprise Secret Vault

Cloud-native secret management powered by Go CDK. Integrate GCP Secret Manager, AWS Secrets Manager, Azure Key Vault, or HashiCorp Vault β€” with zero-config env fallback for local dev.

πŸ›‘οΈ

Automatic PII Redaction

Entropy-based detection scrubs secrets, API keys, and sensitive data before storage β€” using Shannon entropy, Luhn validation, and context-aware key detection. Zero-config, deterministic HMAC hashing.

🧠

Persistent Vector Memory

Vector-backed memory remembers context across sessions. Your agent gets smarter the more you use it.

🌳

ReAcTree Execution Engine

Deterministic, multi-stage reasoning engine. Genie executes verifyable plans, not random loops.

πŸͺ’

Langfuse Observability

Trace execution, debug agents, and manage prompts with first-class Langfuse integration.

❓

Interactive Clarification

Genie asks before guessing. When a request is ambiguous or critical details are missing, the agent pauses and asks a clarifying question β€” inline in the chat UI β€” so it always acts on your intent, not assumptions.

How It Works πŸ“–

From intent to execution in four steps.

1

Configure Once β€” the Guided Way

Create your .genie.toml upfront with our Config Builder: no TOML editing required. Add models, tools, skills, and integrations in one place.

2

Describe Your Intent

Tell Genie what you need β€” in plain language. It understands context, constraints, and best practices.

3

Watch It Work

Genie plans, researches, delegates to sub-agents, calls tools, and synthesizes results β€” all visible in the TUI.

4

Ship It

Review the output, apply changes, and deploy. Built-in verification ensures production-readiness.

Built for Enterprise Teams 🏒

Personal AI assistants are great for individuals. Genie is built for the teams that ship software at scale.

Personal Assistants

  • β—‹ Single-user context only
  • β—‹ Simple "Plan-Act" loops
  • β—‹ Unbound system access
  • β—‹ No audit trails

Genie Enterprise

  • ● ReAcTree Deterministic Engine
  • ● Stackgen Infrastructure Automation
  • ● OpsVerse ObserveNow Full-stack Observability
  • ● Aiden Automated Incident Response
  • ● Governance Audit & Compliance
  • ● Enterprise Secret Vault Cloud-native credential management

Ready to Get Started?

Easy onboarding: use our guided Config Builder to create your first .genie.toml in minutes β€” no TOML knowledge needed. Then run genie grant and you’re live.