Articles

pgvector Tutorial: Add Vector Search to PostgreSQL for RAG and Semantic Search
AI

pgvector Tutorial: Add Vector Search to PostgreSQL for RAG and Semantic Search

If you’re building a RAG pipeline or any application that needs semantic search, you’ll eventually need to decide where to store your embeddings. Dedicated vector databases (Pinecone, Qdrant, Weaviate) are one option. But for most teams — especially those already running PostgreSQL — pgvector is the faster, cheaper, and operationally simpler path.

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Your Staff Have 24 Passwords. Your Business Has 24 Attack Surfaces.
Security

Your Staff Have 24 Passwords. Your Business Has 24 Attack Surfaces.

Most companies don’t discover their identity problem until after the breach. A departing employee’s account stays active in three systems because nobody updated the offboarding checklist. A contractor gets access to the finance portal because they needed "temporary" access six months ago and the ticket was never closed. A phishing attack succeeds not because your […]

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Lean Stacks: Why We Pick Boring, Purpose-Built Tools Over Frameworks
Dev

Lean Stacks: Why We Pick Boring, Purpose-Built Tools Over Frameworks

There’s a moment in almost every project kickoff where someone proposes the framework. The big one. The one with the conference, the certification track, the "enterprise" tier, and the slide that promises it does everything. And almost every time, choosing it is the first quiet mistake of the project.

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The Alert Tax: Why Your SOC is Burning Out Your Best People
Security

The Alert Tax: Why Your SOC is Burning Out Your Best People

Your best Tier 1 analyst just gave notice. She’s been with you 18 months. She didn’t quit because of the hours. She didn’t quit because of the pay. She quit because for 18 months she has triaged the same five false-positive alerts, in the same five tools that don’t talk to each other, against the […]

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