The production harness
for frontier models.

Everything your agents need. Nothing they don't.

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Who runs on the harness?

Five ways teams put frontier models to work in production.

AI Product Teams

Ship agents with safety, memory and monitoring built in.

One-line TrustGate guardrails
Persistent memory across sessions
Monitoring that fixes, not just alerts
Agent-native bug tracking

Regulated Enterprises

EU AI Act ready before the August 2026 deadline.

Runtime policy enforcement
Tamper-proof audit trails
Human-in-the-loop approvals
Emergency killswitch

Founders & Agencies

Run a multi-product business with an agent workforce.

Full industry stacks, ready to run
Agents plan sprints and ship
Billing and books by CLI
100+ products run this way today

Developers & Coding Agents

Give your coding agent superpowers.

4,627 ready API endpoints
600+ MCP tool servers
Project management as easy as git
Deck, docs and voice powers

Infrastructure & Ops

GPU cloud and self-healing operations.

GPUs in 30 seconds, per-second billing
Detects, diagnoses, fixes - you sleep
One API key provisions it all
Bare-metal economics

The platform

Each product works standalone. Together, they're the full stack. Pre-integrated, model-agnostic, ready for production.

Agent capabilities

Extend what any agent can do - tools, voice, meetings, decks, strategy. Plug in one, or all of them.

Industry stacks

Give your agents an entire industry. Full vertical platforms - agent-operated end to end - proof the platform runs real businesses.

Why tyga.ai?

Three things no one else offers together.

Any model. Any vendor.

Claude, GPT, Kimi, GLM, DeepSeek, Ollama. Switch models without changing your stack. The model is replaceable. Your stack is not.

Your context compounds.

Every interaction makes your agents smarter. Twelve months of memory a competitor starts without. Context is the moat.

You own the infrastructure.

Bare metal. GDPR-native. No cloud markup. Your data stays where you put it. Your agents run where you decide.