Autonomous AI agents that plan, build, and connect — all from a plain English prompt.
Describe what you want — the agent plans, executes, and delivers.
Describe your goal in plain English. No setup, no syntax.
Thinks through the task at configurable depth — fast or thorough.
Reads the codebase and uploaded documents before taking action.
Builds, edits, and integrates — chaining actions until the task is done.
Changes are committed and pushed to GitHub automatically.
Your app reloads instantly. What you described is now live.
Six dedicated capabilities — everything the agent needs to build, search, and connect.
Create, read, and edit any file in the codebase — precisely.
Install packages, run scripts, and validate results in an isolated environment.
Semantic search across uploaded documents — finding meaning and context, not just keywords.
Manage document collections — inspect status, view stats, trigger refreshes.
Connect to tools, databases, and any API via the Model Context Protocol.
Scaffold and deploy custom servers that expose your data as callable tools.
Control how deeply the agent reasons — from instant responses to maximum analytical depth.
Each prompt builds on everything before — the agent retains full context throughout the entire session.
Long sessions auto-compress older context — preserving continuity without ever hitting a hard limit.
Every agent runs fully isolated. Your code, credentials, and data are completely private.
Upload any document and the agent can semantically search it — genuine contextual understanding, not keyword matching.
Only changed files are re-processed — zero wasted computation, no duplicate data.
Scanned documents and images are OCR-processed — every word becomes fully searchable.
Adjust result precision from strict to broad:
Connect the agent to any MCP-compatible service — or have it build a custom server on the spot.
Repos, PRs, issues, code
Query & manage data
Any REST endpoint
Agent-built MCP servers
File & directory ops
OAuth2 supported
Multiple transport protocols and authentication methods supported. The agent can scaffold custom server templates to match your stack.
Dedicated, isolated infrastructure — built for reliability, security, and real-time performance.