Engineering Playbooks · Systems Thinking

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All Engineering Playbooks

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Database Architecture•8 min read•Sep 15, 2026

Multi-Tenant SaaS at Scale: Row-Level Security (RLS) vs Schema Isolation in PostgreSQL

When to adopt shared schema with Postgres RLS versus schema-per-tenant isolation. Benchmarking connection pooling with PgBouncer, tenant migration scripts, and audit safety.

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Mobile Performance•7 min read•Aug 30, 2026

Migrating to React Native Bridgeless Architecture: Fabric, TurboModules & 60FPS Native UI

Our experience deploying the React Native New Architecture across production apps. Eliminating asynchronous JSON bridge serialization, unifying gestures, and native memory management.

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Distributed Systems•10 min read•Aug 12, 2026

Idempotent Event-Driven Workflows: Handling Out-of-Order Delivery with Kafka & Redis

Production strategies for dual-write hazards, distributed locks, out-of-order event consumption, and automated dead letter queue (DLQ) replay pipelines in payment and fulfillment systems.

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AI Engineering•8 min read•Jul 24, 2026

Production RAG without Hallucinations: Hybrid Lexical Search, Reranking & Strict Guardrails

Why naive cosine similarity vector search fails in production SaaS products, and how combining BM25 keyword search with cross-encoder reranking yields 94% higher retrieval accuracy for enterprise knowledge bases.

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Frontend Craft•6 min read•Jul 05, 2026

Core Web Vitals Engineering: How We Hit Perfect 100/100 Lighthouse for Enterprise Portals

Systematic remedies for Cumulative Layout Shift (CLS), Interaction to Next Paint (INP), and Largest Contentful Paint (LCP) in dynamic, marketing-heavy applications without sacrificing analytics or interactivity.

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Product Strategy•7 min read•Jun 18, 2026

The Pragmatic Founder's Tech Stack: Why Boring Technologies Win in Early-Stage Scaling

Resisting premature microservices, choosing monolithic Postgres over distributed NoSQL, and building end-to-end telemetry from Day 1 so your team ships features 3x faster with near-zero operational friction.

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