Blog

Insights From the Engineering Floor

Deep dives, tutorials, and honest takes from our engineering and strategy teams.

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Performance

PostgreSQL Schema Design Patterns for Multi-Tenant Applications

Concrete schema design, composite indexing strategy, row-level security setup, and the migration approach for a production multi-tenant PostgreSQL database.

April 30, 2026 ยท 2 min read
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Performance

PostgreSQL Schema Design Patterns for Multi-Tenant Applications

Concrete schema design, composite indexing strategy, row-level security setup, and the migration approach for a production multi-tenant PostgreSQL database.

April 30, 2026 ยท 2 min read
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DevOps

Monorepo vs Polyrepo: The Decision We Make Explicitly on Every New Project

Not a philosophical debate. A practical decision based on code sharing requirements, team structure, and CI/CD complexity โ€” made explicitly…

April 24, 2026 ยท 1 min read
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DevOps

Monorepo vs Polyrepo: The Decision We Make Explicitly on Every New Project

Not a philosophical debate. A practical decision based on code sharing requirements, team structure, and CI/CD complexity โ€” made explicitly…

April 24, 2026 ยท 1 min read
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Security

Everything Wrong With How Most Startups Handle Authentication

JWTs in localStorage, 30-day access tokens, no refresh token rotation โ€” the authentication mistakes we see in code reviews weekly,…

April 18, 2026 ยท 2 min read
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Security

Everything Wrong With How Most Startups Handle Authentication

JWTs in localStorage, 30-day access tokens, no refresh token rotation โ€” the authentication mistakes we see in code reviews weekly,…

April 18, 2026 ยท 2 min read
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Startup

How We Approach Technical Due Diligence for VC-Backed Startups

Our framework for technical due diligence โ€” what we review, the findings that most commonly kill or discount deals, and…

April 12, 2026 ยท 2 min read
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Startup

How We Approach Technical Due Diligence for VC-Backed Startups

Our framework for technical due diligence โ€” what we review, the findings that most commonly kill or discount deals, and…

April 12, 2026 ยท 2 min read
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Performance

The Post-Mortem: How a Missing Index Took Production Down for 4 Hours

A detailed incident retrospective โ€” root cause, timeline, detection failure, the fix, and the process changes that prevent this class…

April 6, 2026 ยท 2 min read
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Performance

The Post-Mortem: How a Missing Index Took Production Down for 4 Hours

A detailed incident retrospective โ€” root cause, timeline, detection failure, the fix, and the process changes that prevent this class…

April 6, 2026 ยท 2 min read
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AI & ML

What We Learned Building 15 AI Chatbots for Production

The hallucination handling strategies, latency management approaches, context window compression, and UX failures that nobody else is writing about.

March 31, 2026 ยท 2 min read
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AI & ML

What We Learned Building 15 AI Chatbots for Production

The hallucination handling strategies, latency management approaches, context window compression, and UX failures that nobody else is writing about.

March 31, 2026 ยท 2 min read