About KlaatAI

The AI that learns how you work.

KlaatAI is one brain for chat, terminal coding and API — powered by Klaatu-o1, a router that sends every task to the right model so you get frontier power when it matters and instant, low-cost answers everywhere else.

Why we built it

Developers juggle a dozen AI tools and models. You pay frontier prices to fix a typo, lose context every time you switch between editor, terminal and chat, and still end up copy-pasting your codebase into a box that has never seen it.

We thought it should work the other way around: the tool should understand the task, your code, and you — then quietly pick the cheapest model that can nail it, and reach for the big guns only when the work demands it.

That idea became Klaatu-o1, and KlaatAI is what it powers.

What is Klaatu

The routing brain, explained.

Klaatu-o1 is a server-side router that sends every request to the cheapest model tier that can handle it — then keeps learning how you work.

Five capability tiers
nanoKlaatu NanoTrivial turns, completions, acks
fastKlaatu FlashQuick questions, small edits
codeKlaatu CoreDefault — most coding work
reasonKlaatu ReasonDebugging, architecture, tricky logic
heavyKlaatu UltraLarge refactors, hardest problems
  • 1 message = 1 request — tool rounds, retries and failovers are never billed
  • Escalates when a task turns out harder than it looked; de-escalates when it doesn't
  • Code graph queries symbols and impact instead of whole files — 5–15× fewer tokens
  • Failing providers are demoted automatically; the next in the pool fires with no error surfaced
  • Bring your own model — point at any OpenAI-compatible endpoint, or stay on smart routing

One account, three surfaces

Chat, code and build on the same brain.

Your usage, memory and plan follow you everywhere.

Web chat

A fast, clean chat at klaatai.com — every message routed to the right model automatically.

KlaatCode CLI

A terminal-native agent that indexes your repo into a live Code Graph and edits, runs and reviews code.

OpenAI-compatible API

Point your tools at one endpoint and get smart routing under the hood — pay-as-you-go.

30+
models routed
8
capability tiers
~70%
cheaper vs single-model tools
1
brain for chat, CLI & API

How it works

The right model meets the right task — automatically.

Four systems work together under Klaatu-o1.

Smart routing (Klaatu-o1)

A 4-layer router — fast regex → lightweight classifier → your personal style bias → live model-health — sends each task to the right tier across 30+ models.

Code Graph

KlaatCode parses your codebase into symbols, call edges and semantic search, so the AI answers from your real structure — not a guess.

Memory that matters

It remembers your stack, decisions and preferences across sessions, surfacing what you use most and quietly forgetting the rest.

Self-healing & cheap

Failing models are demoted automatically and ~80% of work runs on fast, low-cost tiers — frontier models fire only when the task earns it.

What we stand for

Principles, not slogans.

Cost-honest

We win by routing efficiently, not by overcharging. Most requests cost a fraction of a frontier-only tool.

Privacy-respecting

Your code and memory are yours. We default to the most privacy-preserving option and never sell your data.

Developer-first

CLI, web and API share one account. Built for how engineers actually work — terminal included.

Model-agnostic

No lock-in to a single lab. As better models ship, the router adopts them — you just keep working.

Meet the brain.

Start free — 30 smart requests a day, no credit card. Upgrade when you need the whole brain.