KnowledgeBase Vector DB Migration
Published on: 04/05/2026
Migrated 54M docs MongoDB to OpenSearch, cut latency 20x, costs 42%, zero downtime rollout.
Engineering Management
Engineering
It Looked Fine on My Machine — Until We Built a Visual Comparison Tool
Chaitanya KoradaPublished on: 31/10/2025
How we built a pixel-perfect visual comparison tool for testing products at HighLevel — automating visual QA, catching invisible bugs, and teaching our tests to see like humans.
Engineering ManagementQuality
The rise of the “Team of One”
Published on: 09/04/2025
I’ve been thinking a lot about how AI is changing the way we build. Not just speeding things up, but completely shifting the operating model. I’ve been talking about this with different teams internally for a few weeks now. But I’ve noticed that the written word travels further—and reaches more people—than I can, so here goes.
Engineering Management
How HighLevel Manages Engineering
Published on: 10/10/2024
Let's breakdown how exactly Highlevel manages its engineering processes and builds products
Engineering Management