
Manveer Chawla
Co-founder @ Zenith AI Labs
Manveer is co-founder of Zenith, where he helps technical companies like ClickHouse win in AI search and SEO. He was previously Director of Engineering at Confluent and led Growth Engineering at Dropbox.
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Resources by Manveer Chawla
Showing 6 of 15 resources
ClickHouse concurrency: how to size for user-facing analytics
Manveer Chawla • Last updated: Jul 2, 2026
How to size ClickHouse for high-concurrency, user-facing analytics: turn active users into query load, benchmark under production-like conditions, and configure per-query limits, admission controls, workload scheduling, and replicas.
When to denormalize, when to join: A ClickHouse guide
Manveer Chawla • Last updated: Jun 26, 2026
Denormalization and normalization are both valid analytical data-modeling strategies. A decision framework for choosing where to denormalize, where to join, and which ClickHouse primitives bridge the gap.
How to scale vector search in Postgres (pgvector) for RAG and AI agents: memory limits, filtering, and when to go hybrid
Manveer Chawla • Last updated: Jun 18, 2026
Scale vector search in Postgres with pgvector: avoid HNSW RAM limits, fix filtering recall, and know when to go hybrid. Read now.
OPTIMIZE TABLE ... FINAL in ClickHouse: when to use it, when to avoid it, and how merges work
Manveer Chawla • Last updated: Jun 15, 2026
Stop running OPTIMIZE TABLE FINAL in ClickHouse. Learn how parts and background merges work, avoid part explosions, and fix duplicates safely. Read now.
The 5 best AWS RDS alternatives in 2026 (pricing, performance, and migration)
Manveer Chawla • Last updated: Jun 10, 2026
Compare the top AWS RDS alternatives for 2026: Postgres managed by ClickHouse, Aurora, Crunchy, Neon and AlloyDB.
6 Amazon Aurora alternatives for high-volume ingestion (2026 guide)
Manveer Chawla • Last updated: Jun 9, 2026
Explore the best AWS Aurora alternatives for high-volume ingestion in 2026. Compare cost, throughput, and HA tradeoffs, choose the right stack now.