Hey Data & AI Pros,

With Fivetran acquiring Census and Salesforce buying Informatica, the data integration landscape is shifting fast.  

These moves confirm what many already know: reverse ETL isn’t optional anymore—it’s essential, and the modern data stack is no longer just about loading data into the warehouse; it’s about operationalizing it and getting data into the hands of business users where they already work.

Simultaneously, rising costs, complex pricing models, and limited deployment flexibility can make data teams feel stuck between throttling data or overspending. 

CData Sync offers a better way with CDC and intelligent replication: 

• Simple pricing based on connections—not volume 

• Built-in reverse ETL 

• Hybrid, cloud, and on-prem support 

Full data control—no black-box normalization 

Worried about migrating? It’s easier than you think: 

• Learn How to Migrate from Fivetran to CData Sync 

• See how to coexist with Fivetran While Saving Thousands with CData Sync 

Try it for yourself! Take a 5-minute product tour or start your 30-day free trial now. 

One platform. One price. Both directions. CData Sync. 

Here’s everything you need to know about Open Source Toolkit for building AI Agents. I have been exploring what it really takes to build practical AI agents, and the open-source ecosystem has come a long way.

There are now powerful tools for every layer of the stack:
• Browser automation to navigate and interact with the web
• Document processing with tools like DocOwl2
• Research frameworks such as GPT Researcher and Local Deep Research
• Vertical agents built for specific workflows
• Computer control with Open Interpreter and Self Operating Computer
• Voice interfaces powered by Parakeet v2 and ChatTTS
• Memory, evaluation and monitoring to refine performance

The exciting part is how these tools can be combined to create agents that are not just demos but actually usable in real-world workflows

If you are building in this space, this open-source toolkit is worth exploring. It might save you weeks of work and spark ideas you did not think were possible

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Best,

Ravit Jain

Founder & Host of The Ravit Show