Insights

Thinking out
loud on software

Practical articles on building digital products, GDPR, SaaS, startup engineering, and the decisions behind what we ship at Golden Digital Ventures.

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GDPR for Software Products: What Founders Get Wrong (and How to Build It Right)

Most teams treat GDPR as a legal checkbox. We treat it as an architecture decision. Here's what that actually means in practice.

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MVP vs Prototype vs V1: Which Should You Actually Build First?

The terminology gets misused constantly. Here's how we scope what to build first based on where your startup actually is.

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Why We Use ClickHouse for Real-Time Analytics (and When We Don't)

We've shipped several analytics-heavy products. Here's when ClickHouse is the right call, when PostgreSQL is enough, and the mistakes we've made choosing wrong.

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Custom CRM vs Off-the-Shelf: The Decision Framework We Use with Every Client

Salesforce, HubSpot, or build your own? There's a real answer — it just depends on factors most agencies won't tell you about.

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Multi-Tenancy in SaaS: Row-Level Security vs Separate Schemas vs Separate Databases

The architecture decision that will affect your SaaS forever. We've shipped all three approaches and this is what we've learned.

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How to Brief a Software Agency: What to Send, What to Skip, and What We Actually Need

We get dozens of inquiries. The ones that convert fastest aren't the longest — they're the most honest. Here's what a great project brief looks like.

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