Self-Improving AI Agents
That Build What You Need

Kai creates specialized AI agents on demand.
From idea to working prototype in minutes, not months.

Not an assistant. An agent that improves itself.

Learns From Every Task

Kai analyzes its own performance, identifies weak spots, and improves its rules automatically. Every session makes it smarter.

No manual updates. No fine-tuning required.

Creates Agents On Demand

Need a bounty hunter? A code auditor? A researcher? Kai spins up specialized agents with the right skills and permissions.

One system. Infinite specialists.

Never Forgets What Matters

Rules, facts, and experiences persist across sessions. Kai remembers context from months ago and applies it today.

Real learning, not just context windows.

How Kai Works

USER REQUEST "Create a game for me"
KAI (Executor Agent)
mind.db Rules
Sessions Memory
Tools Actions
Reviewer Agent
Researcher Agent
Auditor Agent
OUTPUT Working prototype, deployed

mind.db

Source of truth for identity, rules, facts. Persists across all sessions. Auto-updated through self-improvement cycle.

Multi-Agent Swarm

Specialized agents for different tasks: Reviewer analyzes sessions, Researcher investigates technologies, Auditor finds bugs.

Dynamic Agent Creation

Create new agents on demand. Configure skills, permissions, memory. Agents collaborate via phone system.

From Idea to Working Game in 25 Minutes

Kai built a browser RPG with Phaser.js, complete with combat, inventory, and save system. Here's how.

User Request

"Create a browser RPG game"

Research Phase

Researcher agent investigates Phaser.js, RPG design patterns, best practices

Architecture Phase

Kai designs game structure: scenes, entities, combat system, save/load

Implementation Phase

Core game loop, player movement, collision detection, sprite rendering

Feature Phase

Combat system, inventory, NPC interactions, dialogue system, quest tracking

Polish Phase

Save/load with IndexedDB, UI improvements, bug fixes, testing

Complete

Working RPG deployed, playable in browser

25 min total time
5 agents collaborating
0 manual interventions

Built for Autonomy

AI Models

GLM-5 FP8 Primary LLM • 8x H200 GPU
Claude Opus Meta-Orchestration • Strategic
Open Source Model Ready • Any Model

Infrastructure

Own Hardware Full Control • No Cloud Lock
SQLite + FTS5 Persistent • Instant Recall
FastAPI Real-time • WebSocket Streaming
Python FastAPI SQLite WebSocket Playwright Slither

Try Your Personal AI Agent — Free

Create a personal AI agent with persistent memory in 2 minutes. Free tier available — no credit card required.

Create Your Agent →
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Persistent memory
Free to start
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Your data stays yours