They’re all available today. Now go build something fast. 🏎️

Backfill avoidance: modifying a query used to mean having to recompute & backfill all over again. With backfill avoidance, you can avoid another backfill by reusing existing states when applicable, & recomputing only what’s new. Much faster than starting over.

docs.feldera.com/pipelines/mo...

Fast backfill (HUGE steps): you know backfilling historical data can take forever. That's why we shipped a transaction API where you control the batch size - whether small or HUGE - for efficient bulk ingests.

docs.feldera.com/pipelines/tr...

Parallel compilation: we used to compile pipelines one at a time. Now we distribute the workload across multiple servers. Pipeline builds that were queued back-to-back can now complete simultaneously within minutes. It shaved an hour off of our CI pipeline!

docs.feldera.com/get-started/...

The future of data security isn't about choosing between compliance and performance. It's about making security a performance feature.

Learn how to implement fine-grained authorization without performance penalties: docs.feldera.com/use_cases/fi...

What if you could have both security AND speed?
Modern fine-grained authorization embeds security directly into data processing, delivering:

- Microsecond authorization decisions
- Real-time row/column-level filtering
- Automated compliance reporting
- Actually improved query performance

What are some the the typical challenges?
- 300-500ms latency added per query
- Complex compliance audits taking weeks
- Manual permission tracking via spreadsheets
- Performance degradation with granular controls

Traditional authorization systems force an impossible trade-off: secure data access OR fast query performance. With SOX compliance audits intensifying and data breach costs averaging $4.45M, this choice is becoming a business risk.

We broke it down in our blog: www.feldera.com/blog/medalli...
You can kick the tires at try.feldera.com

3/ The best part? The rest of the stack stayed untouched.

Same Delta tables, same BI tools—just a lot less waiting.

2/ Instead of a full re-architecture, we swapped out the batch jobs for Feldera’s Incremental View Maintenance engine.

Now, gold-layer dashboards update in seconds, not hours.