Coding Agent
The coding agent understands your integrations, your data schema, and your existing tools. Teams ship working automations without writing boilerplate or learning a new SDK.
Code is written, executed, and self-corrected inside a fresh sandbox. The result is deterministic: the same input runs the same code, with the same output, every time.
Pull every open Jira ticket assigned to the support team, group by customer, and post a weekly summary to Slack.
Wrote a skill that runs every Monday at 9am. Querying Jira, grouping by account, posting to #support-weekly.
A reasoning agent thinks through every step in tokens: slow, expensive, non-deterministic. A coding agent writes a tiny program and runs it. Once.
Standard reasoning agent
Urai (multi-agent + code synthesis)
Time per execution
Token cost
3x faster. 10x cheaper. And deterministic enough that the workflow doesn't need a human to babysit.
Once a workflow is automated, it goes in the library: versioned, named, searchable, reusable across the team.
Every skill is versioned. You can promote, roll back, and audit changes the same way you would with code.
Search by name, by tool used, by team. Stop reinventing the same automation in different projects.
Publish a skill to your project, your org, or keep it private. Permissions follow your identity provider.
Run on demand, on a cron, or in response to an event. Skills are first-class workflows, not chat replies.
Every execution is logged with inputs, outputs, and the code that ran. SOC-friendly, IT-friendly.
Skills call other skills. Build small, reusable units; chain them into bigger workflows.