List of Contributions

I ran into a case where replication looked healthy at first glance, but data at the target kept getting delayed. The issue was not capture. It was backlog building in the queue. What stood out was this - backlog does not just delay replication, it changes how the system behaves. How the pipeline works ...

What I noticed While working through replication internals, I spent some time understanding shadow tables. At first they look like background metadata, but they are actually central to how CDC keeps data consistent, especially in bi-directional setups. What shadow tables store Each replicated table has ...

What I ran into I needed to quickly check license entitlements and expiration for a Connect CDC setup, and I realized the OmniLicense file itself already contains most of the information. It is not obvious at first, but once you know where to look, it is very straightforward. Where the expiration date ...

What I noticed While working with Connect CDC, I spent time looking closely at how data is applied to the target. One feature that stood out was transaction bundling. It directly affects how efficiently the target database handles incoming changes. What it does Instead of applying each transaction individually, ...

After spending more time with Connect CDC, I ran into a feature called Join Tables that quietly removes a common need for an extra ETL step. It lets you enrich rows during replication itself, instead of pushing raw data and fixing it later. How it works In a basic model, CDC sends the source row as-is. ...

What I noticed I ran into Horizontal Partitioning in Connect CDC, and it changed how I look at replication. It is not just table-to-table sync. You can route rows from the same source table to different targets based on data values. How it works Horizontal Partitioning uses Gate Conditions on target ...

I'm glad you found it interesting😃 ------------------------------ Adhitya Maya *Precisely Software Inc. ------------------------------ ...

What I noticed I ran into a feature in Connect CDC that doesn't seem to get much attention - Journal Target Mapping. It's straightforward, but it opens up some useful patterns if you're doing more than basic replication. How it works Journal Target Mapping sends individual transaction rows to the ...