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Overview
Plug in your data, get back answers and work. One AI that answers, builds, and acts on your real data — across every channel your team works in.
News
Bruin for Startups Build a data stack you own with free open-source tools
Bruin helps startups set up a data pipeline with free, open-source tools, deploy it on their own infrastructure - GitHub, AWS, or a single VM - and run a local AI data analyst with the full knowledge and context layer Bruin builds from their pipelines. A
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Report
What Is a Self-Healing Data Pipeline?
A conceptual guide to self-healing data pipelines: what they are and are not, why incident response is mostly evidence gathering that agents are good at, the detect-diagnose-fix-verify-learn loop, the checks, lineage, and editable definitions that make it
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PostHog Product Analytics Pipeline: Why Group Analytics Runs Out and How to Build Your Own
PostHog is excellent at what it does and silent outside its own boundary: no retroactive account rollup, no join to billing or CRM, and an events API with a backfill trap most teams find the hard way. Here is where PostHog's own reporting stops, how a thr
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How to Build an AI Context Layer for Your Data Warehouse
A practical guide to mapping your tables and generating a version-controlled AI context layer with two free, open-source commands: bruin import database and bruin ai enhance.
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What GA4 and Search Console Will Never Tell You (And How to Get It Anyway)
Search Console stops at the click. GA4 never receives the query. The reports that actually change what you build live in the join between them, and neither product will do that join for you.
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