The Vibecoding Spectrum
Keep the speed of code and the safety of a platform.
- Fully vibe-codedFast, but insecure
- Custom app + shared platformFast and safe
- No coding allowedSafe, but rigid
Build fast. Build smart.
You build the value, Siesta AI carries the risk.
Focus on what only you can build
- Idea and expertise
- Custom frontend
- Legacy systems
- Proprietary data
- Your users
Use Siesta AI for the standard parts
Pick an entry point, add the logic, choose where it lives
Every build on Siesta AI follows the same three steps. You always have a choice of entry points, so pick the one that matches your data and your users.
1Entry point
Webhook
Your system pushes structured data on a schedule or an event. The webhook triggers a workflow that runs deterministically, every time.
Best for: High volume, structured dataMCP: agent to agent
Connect an external agent to a Siesta agent. Your agent asks, the Siesta agent reasons with its own knowledge and tools.
Best for: One intelligence using anotherMCP: resources
The same MCP lets outside agents read and write Siesta resources: records, collections, memory and tasks.
Best for: Direct access to building blocksREST API
Build the agent into any application by code. Client tools let the agent call functions that live in your frontend.
Best for: A custom frontend with its own logicSiesta AI apps
Web app for everyday work, desktop app for the computer, mobile app for the field, browser extension for legacy systems.
Best for: No frontend to buildCopilot and other agents
Publish your agent as a plugin, so Microsoft Copilot, Claude or ChatGPT can call it with your company context.
Best for: Smarter tools people already use2Logic: the building blocks
Agents
Instructions, model, tools and knowledge in one unit.
Skills
Reusable know-how an agent loads when it needs it.
Workflows
Deterministic steps, triggers, branches and approvals.
Memory
Structured in the database, free form in markdown files.
Recordings
Audio and video from mobile or desktop, transcribed and stored as objects.
Graphs
Entities and relations your agents can traverse.
Data collections
Ingestion pipeline and RAG over your documents.
Connections
Native integrations and any system through MCP.
Sandboxes
Isolated environments where agents run code safely.
Workspaces
A project space with its own files, instructions and chats.
3Distribution
Plug Siesta AI into your coding
agent
Add the Siesta MCP to Claude Code, Cursor or any coding agent. It creates the building blocks for you, wires them together and tests them from localhost.
- Create resourcesAgents, skills, workflows, database entities and collections from a prompt.
- Orchestrate themConnect tools, triggers and approvals without leaving the editor.
- Test from localhostYour local app talks to the real agents, with the same security as production.
Example trip planner for Hotel Jizerka
Guests ask what to do and get a trip drawn on a 3D map, with stops, timings and elevation. The frontend was vibe-coded. The agent, its knowledge and its tools run on Siesta AI.
- Custom frontendA map-first app built for the hotel, not a generic chat window.
- Interactive chat connected to the APIEvery message goes to a Siesta agent through the REST API.
- Client tools control the frontendThe agent moves the map, draws the route and opens the trip card itself.
From idea to rollout
The path we see working for teams that ship.
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Plan
Pick one process with a clear owner and a result you can measure.
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Prototype
Start with one agent and real documents. Let your coding agent set it up.
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Test
Run real questions from localhost and check every answer.
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Productize
Turn what worked into skills, workflows and approvals.
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Deploy
Ship to a pilot group in the app they already use.
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Train and roll out
Name a champion per team and share the time saved.
Start building today
Pick a first step. Each one gets you from reading to a working build.
Kokeile koko alustaa.
Ilmaiseksi.