How to Fine-Tune Refact.ai on Your Own Codebase
Improve Refact.ai completions by training on your repos — what data to use, how long it takes, and how to measure the gain.
Category: Blog
How to Set Up Refact.ai as a Private AI Coding Assistant
Install Refact.ai self-hosted, connect your own model, and keep your code entirely on your own infrastructure.
How to Fit Sculptor AI Mockups Into a Real Design System
Reconcile AI-generated mockups with your brand system: prompt patterns, review checklists, and where to hand off to code.
How to Design UI Mockups Fast with Sculptor by Airbnb
Use Sculptor to turn a written description into a working UI mockup with real components, then hand it off to code.
How to Chain Multi-Step AI Workflows in Google Opal
Go past single-prompt apps: chain model calls, branch on conditions, and handle failures in Google Opal workflows.
How to Build Your First App with Google Opal No-Code AI
Create a working AI mini-app in Google Opal without code — from a blank canvas to a shareable tool in about 20 minutes.
How to Automate Jira Ticket Workflows with Rovo Dev Agents
Extend Rovo Dev beyond one-off coding tasks: batch ticket triage, automated PR descriptions, and guardrails for agent work.
How to Use Atlassian Rovo Dev as an AI Coding Assistant
Install Atlassian Rovo Dev, connect it to your Jira and Bitbucket work, and ship your first ticket with an AI agent in the loop.
How to Give AI Coding Agents Their Own Daytona Sandboxes
Use the Daytona SDK to let coding agents create, use, and destroy their own isolated sandboxes — with cleanup and cost guards.
How to Spin Up Dev Environments Fast with Daytona
Create reproducible dev environments with Daytona in seconds, from install to your first sandbox and workspace.
How to Build a Data Analysis Agent with E2B and an LLM
Wire E2B into an LLM loop so the model writes, runs, and fixes code against a CSV — with error feedback and chart output.
How to Run AI-Generated Code Safely with E2B Sandboxes
Set up E2B sandboxes to execute LLM-generated code in isolation, from API key to your first Python run in under 10 minutes.