The smart backend for new AI developers

Go from idea to a fully working production grade agentic app in a few prompts

Get early access
Private beta starts January 2026. Limited spots available. No credit card needed.

Backed by

The layer between LLMs and apps

Bring intelligence into your workflows without the infrastructure overhead. Katara hosts and runs all of the infrastructure — from building RAGs to auto-refreshing data sources with platform integrations.

Learn more about RAG

Stay in your IDE the whole time

Chat directly with your Technical Project Manager agent inside Cursor or Zed. No context switching. No dashboards required (but they’re there if you want them).

Optimize my RAG latency please
Sonnet 4.5
Attach files

What new developers actually get

Ship your first real agent this week, not next quarter

Connect your IDE (Cursor, Zed, Windsurf, etc.) → Katara instantly reads your code and builds the entire backend for you: vector database, RAG pipeline, memory, auth, monitoring, everything.

Never worry about data ingestion

Upload any dataset from any place.

Cost effective even with heavy usage

Real-time token tracking and auto-suggests cheaper/faster models + smart caching. Most solo developers and small teams stay low cost while running multi-agent systems 24/7.

Zero lock-in, leave anytime

One-click export of all your data, vector store, configs, and infra-as-code. You own everything, always.

No more "it just works"

Staging and production environments created for you
Rate limiting and secrets management built-in
One-click rollback if something breaks
Version control and Automatic upgrades (you choose!)
Full observability so you can actually debug what your agent is thinking

Solution overview

Katara gives you an AI-powered backend that automatically handles infrastructure, compliance, RAG pipelines, model selection, cost control, security, and upgrades so you can stay in your IDE and ship reliable agents fast.

Get Early Access

Private beta starts January 2026. Limited spots available. No credit card needed.

What you actually get that matters

Ship 10x faster

Connect Cursor, Zed, or any ACP-compatible IDE → Katara instantly reads your codebase and builds the entire backend (vector stores, RAG pipelines, auth, monitoring, compliance) in minutes, not months.

Build with safety

Our Data Security agent scans every dataset you upload. If it finds PII, PCI, health data, or EU user data, it automatically flags the exact data if there is a problem. Zero surprises.

Predictable and low costs

Real-time token tracking, automatic cheaper-model suggestions, caching, and smart throttling. Running complex multi-agent systems without needing budget approval from your CFO.

Production-grade from day one

Observability, tracing, rollback, staging environments, rate limiting, secrets management, and automated upgrades are built-in and managed for you. Your agents just work.

LLM Agnostic

Use whatever model you like — GPT-5, Claude 3.7, Gemini 1.5 pro, Grok 3, Llama, Mistral — you choose where you get your inference from.

Join the top 100 builders getting early access

We’re opening the private beta to the first 100 founders and developers who are shipping agentic apps right now.
Get Early Access

Private beta starts January 2026. Limited spots available. No credit card needed.

Learn
What is RAG?How to Adopt AIMulti-Agent AI WorkflowsWhat is a Vector Store?
Resources
DocumentationFAQBlogAffiliatesGet Started
About
AboutTerms of ServicePrivacy policy
Copyright © 2025 Katara | hello@katara.ai