Build Production Grade RAG and AI Agents

A 4-part series covering permissions-aware retrieval, integration data sync, agent tool calling, and workflow architecture. Written guides, video walkthroughs, and sample code all included.

1

Production Grade RAG

How to build an integration-enabled RAG chatbot that ingests real-time data from Slack, Google Drive, and Notion.

2

Permissions and Access Control

A deep dive into permissions for RAG - challenges, strategies, and an end-to-end implementation

3

Optimize and Scale Agent tool Calling

Why LLMs degrade under tool overload and the architectural patterns to fix it, with a full implementation across third-party integrations.

4

AI Actions for Workflow Builders

Everything needed to ship a workflow automation interface. Includes: UI, execution engine, integration triggers and actions, and debugging.

Join 2000+ Engineers

What you'll get:

Written Guide

Video Tutorials

Sample Code

What you'll get:

Written Guide

Video Tutorials

Sample Code

Build Production Grade RAG and AI Agents

A 4-part series covering permissions-aware retrieval, integration data sync, agent tool calling, and workflow architecture. Written guides, video walkthroughs, and sample code all included.

Join 2000+ Engineers

What you'll get:

Written Guide

Video Tutorials

Sample Code

What you'll get:

Written Guide

Sample Code

Video Tutorials

1

Production Grade RAG

How to build an integration-enabled RAG chatbot that ingests real-time data from Slack, Google Drive, and Notion.

2

Permissions and Access Control

A deep dive into permissions for RAG - challenges, strategies, and an end-to-end implementation

3

Optimize and Scale Agent tool Calling

Why LLMs degrade under tool overload and the architectural patterns to fix it, with a full implementation across third-party integrations.

4

AI Actions for Workflow Builders

Everything needed to ship a workflow automation interface. Includes: UI, execution engine, integration triggers and actions, and debugging.

Build Production Grade RAG and AI Agents

A 4-part series covering permissions-aware retrieval, integration data sync, agent tool calling, and workflow architecture. Written guides, video walkthroughs, and sample code all included.

Join 2000+ Engineers

What you'll get:

Written Guide

Video Tutorials

Sample Code

What you'll get:

Written Guide

Video Tutorials

Sample Code

1

Production Grade RAG

How to build an integration-enabled RAG chatbot that ingests real-time data from Slack, Google Drive, and Notion.

2

Permissions and Access Control

A deep dive into permissions for RAG - challenges, strategies, and an end-to-end implementation

3

Optimize and Scale Agent tool Calling

Why LLMs degrade under tool overload and the architectural patterns to fix it, with a full implementation across third-party integrations.

4

AI Actions for Workflow Builders

Everything needed to ship a workflow automation interface. Includes: UI, execution engine, integration triggers and actions, and debugging.

Sharing our experience as the integration infrastructure for AI companies globally

CHAPTER 1

Production Grade RAG

Core concepts:

Secure, seamless data access — Enable users to connect their third-party data sources safely (OAuth, permissions, sync).
Permissions-aware retrieval — Enforce each source’s access controls throughout the RAG pipeline.
Fresh, reliable data — Keep indexed content continuously updated so responses stay accurate and production-ready.

Access Ebook

CHAPTER 2