Insights, guides & engineering notes
Practical writing on web and mobile development, cloud, and building software that ships.
Deploying AI Agents: Serverless vs Long-Lived Workers
Choose the right AI agent deployment model: serverless functions vs long-lived workers. Covers state, timeout limits, cost, and production AI agents.
In-House vs Outsourcing vs Staff Augmentation Guide
Compare in-house vs outsourcing vs staff augmentation to find the right software development model for your product stage and burn-rate tolerance.
React Suspense Patterns for Streaming Data Fetching
Learn React Suspense patterns that eliminate request waterfalls and layout shift. Use the use() hook and streaming SSR to build faster, cleaner data-fetching flows.
State Management in React Native: Patterns Compared
Compare React Native state management libraries by re-render cost and hydration behavior on low-end Android — Zustand, Redux Toolkit, Jotai, and Context explained.
REST vs GraphQL vs tRPC: Picking Your API Approach
Compare REST vs GraphQL vs tRPC on team boundaries, client diversity, and type safety to pick the right API design for your next project.
Best Vector Databases Compared: Pinecone vs Rivals
A vector database comparison covering Pinecone, Weaviate, Qdrant, and Milvus — benchmarked on recall, write throughput, and hybrid search so you pick right.
Test-Driven Development With Coding Agents That Works
Learn how agentic coding and TDD combine so failing tests become the agent's own guardrail — stopping hallucinated behaviour before it reaches your codebase.
Chunking Strategies That Make or Break RAG Quality
Learn which document chunking strategies actually improve RAG systems quality — and why chunk boundaries are a retrieval decision, not a preprocessing afterthought.
Multi-Agent Orchestration: Supervisor vs Swarm Models
Compare supervisor and swarm models for multi-agent systems. Learn which architecture ships reliable production workflows and when emergent coordination costs you.
How to Evaluate Software Vendors With a Scoring Guide
Master vendor selection with a weighted scoring guide that cuts through sales pitches and surfaces the trade-offs every stakeholder actually cares about.
useEffect Best Practices: When You Don't Need It At All
Learn useEffect best practices in React 19 and discover how derived state, event handlers, and the use() API replace most effects you reach for by habit.
Expo vs Bare React Native: Which Should You Pick?
Compare Expo vs bare React Native using the EAS-era prebuild model. Learn which workflow fits your team's native requirements, CI/CD setup, and long-term maintenance needs.