@kapa.ai explain Airbyte Agents to me.

Airbyte Agents Airbyte Agents is a data and context layer for AI agents that gives them reliable, real-time access to your business data. It connects agents to the tools your organization uses, unifies that data into one searchable layer, and lets agents read, search, and write across every connected system. [What is Airbyte Agents] The Problem It Solves AI models lack real-time data access — they rely on stale training data and have no knowledge of your customers, deals, or tickets. Building integrations manually is expensive (managing auth, pagination, rate limits, schema changes), and scattered data across systems leads to slow, unreliable agent responses. [What is Airbyte Agents] How It Works: Connect, Unify, Act Airbyte Agents is built around three layers: [Connect, Unify, Act] 1. Connect A growing library of open-source, type-safe agent connectors plug agents into SaaS APIs like Salesforce, HubSpot, Stripe, Jira, Zendesk, GitHub, and more. The platform handles OAuth flows, API keys, token refresh, and multi-tenancy automatically. 2. Unify The Context Store indexes and normalizes data from every connected source into one searchable layer. Instead of making live API calls at query time, agents search pre-indexed context — enabling faster answers, lower costs, and cross-system reasoning (e.g., a single query spanning Salesforce, Zendesk, and Stripe). [Context Store] 3. Act Agents execute operations against connected systems in real time through a uniform interface: • Read:

list

,

get

,

search

records • Write:

create

,

update

,

delete

records (e.g., close a ticket, send a message) Four Ways to Use It All four interfaces share the same platform, connectors, and Context Store. [Choose how to use] Who It's For • AI companies building multi-tenant agent products • Engineering teams adding real-time business data to internal agents • Operations teams and individuals who want AI tools to work with real business data, no coding required [Who it's for] You can sign up for free at app.airbyte.ai. 👍 0 button 👎 0 button ℹ️ Tip: Mention @kapa.ai in the thread for follow-ups or DM the app for 1-to-1 help., with interactive elements

Atta boy.