Create a Cloud Agent

Start for free. Encode your judgment. Kavela turns it into an agent that works across your tools, every day, on its own.

Start from an example
The context window
A bare model callpredicts text, but cannot act.
Unused capacity ~90%
On Kavela
KavelaThe harness a real job needs
Room to grow ~68%
Inside it

Models Don't Solve Real Problems On Their Own

A model simply predicts text. Solving real problems requires productionized specifications, distilled into a wide range of agentic infrastructure.

9%of agents make it to production.

Building a productionizable agent requires all-encompassing harnesses. It is why AI agent demos seem to work, but almost none survive contact with real work.

95 never leave staging5 reach production ▸
Enterprise AI reports, 2025

Build Agents That Works First Shot

Encode your expertise into skills and system prompts into Agents. Run evaluation cycles to ensure your agent works in production.

Bare LLM
1turns
Agents on Kavela
1one shot

Build Different Types Of Agents

Build agents that solve your personal pains and workflows. Connect any API, any OAuth provider (Over 1000+). Empower your agents with the tools they need to succeed.

Build agents that serve others (AaaS). Connect your own APIs, wrap them into an agent, encode your skills, and list it on the marketplace for a subscription fee.

Overnight Research Desk
Your own automation, gathering while you sleep. A better personal assistant.
Give me a TLDR on the research so far.
team-workspace/· 14 files & folders
HUMANS ·Anyone on your team adds files
drag & dropMstandup.md
POST /api/ingest
PDFQ3-forecast.pdfvia API
MDroadmap.mddropped
JSONmetrics.jsonvia API
MDrelease.mdby agent
Agents · your team runs these on the same files
researcher
runs on your prompts
idle
ops
runs on a schedule
idle

Universal Filesystem For Humans And Their Agents

Projects enable agents in the same organization to share a universal filesystem. Add/remove files via Agents, API and manual upload.

Today your work and project context is scattered across team documents, task trackers, pipelines, CRMs, and more. Kavela gives it one home your agents can actually reach.

Scheduled automations
Runs on a schedule
05:00
2026-07-27
Schedulers
researchevery 2 hoursidle
standupevery dayidle
project/reports/filesystem
MDresearch-2026-07-27-04.md3.1 KB
MDstandup-2026-07-27.md1.8 KB
MDresearch-2026-07-27-02.md2.6 KB
MDresearch-2026-07-27-00.md4.2 KB

Schedule Autonomous Work.

Point an agent at your project file system and let it run. Dedupe research, run autonomous cleanups, or summarize what happened across a stretch of time.

Track the health of a system with a lot of data to aggregate. Anything that needs heavy judgment and a well harnessed agent, you can put on a schedule with Kavela.

Discover Agents Built By Others.

If you are looking for expertise, a strong harness someone else already built, check the marketplace of published agents.

You might just find one that solves your problem for you.

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Strong harnesses others already built, across every kind of work.Discover ▸
Publish and get paid

Publish Your Harnessed Agents. Get Paid

Strong harnesses solve real problems. Set a price to your agents, ship them for public distribution.