Start for Free Schedule a Demo

Live Workshop: What Breaks Salesforce Pipelines (And How to Avoid It)

Tuesday, Mar 31, 2026
11:00 AM EDT
Speaker
Kushagra Deshmukh

Kushagra Deshmukh

Solutions Engineer, Hevo Data

Watch the recording

Success

Thank you for registering! You'll receive a confirmation email shortly.

Agenda

Most pipeline problems don't announce themselves. A source schema changes overnight. An API starts failing at the edge of its rate limit. A sync completes successfully, but with stale or incomplete data. By the time someone catches it, it's already a reporting problem or a trust problem.

Led by Kushagra Deshmukh, one of the engineers behind building the Salesforce connector at Hevo, this session isn't a setup tutorial. You've already built the pipeline. This is about what comes after, how to design integrations that survive schema drift, how to catch failures before they become incidents, and how to stop your team from spending every sprint keeping pipelines alive instead of moving forward.

In this session

What you'll learn

01

Designing for schema drift

Handle evolving objects, fields, and relationships without breaking downstream systems

02

API limits & incremental syncs

Keep pipelines efficient at scale without hitting rate ceilings

03

Silent failure prevention

Catch field-level changes before they quietly corrupt your analytics

04

Low-maintenance pipeline patterns

Best practices to reduce debugging and improve observability

Trusted by 2,000+ companies worldwide