Insights, guides & engineering notes
Practical writing on web and mobile development, cloud, and building software that ships.
Choosing an AI Agent Framework: A Buyer's Guide
Compare AI agent frameworks by observability, state management, and real production fit — not feature lists — so you choose one you can actually operate at scale.
Offshore vs Nearshore Software Development Compared
Compare offshore vs nearshore software development on timezone overlap, escalation latency, and real cost — not just hourly rates — before choosing a partner.
Concurrent React: useTransition and useDeferredValue
Master concurrent React features useTransition and useDeferredValue to fix input lag on heavy filtered lists — no debounce hacks required.
SwiftUI vs UIKit: Choosing for New iOS Apps
SwiftUI vs UIKit: learn which framework fits new iOS apps in 2026 based on deployment targets, team skill, and where UIKit escape hatches are still required.
Web Authentication Patterns: Sessions vs JWT Tokens
Learn which web authentication patterns actually fit your app. Compare server sessions vs JWT tokens on security, scalability, and token storage tradeoffs.
LLM API Providers Compared: OpenAI vs Anthropic
Compare LLM API providers on per-token cost, rate limits, latency, and structured-output reliability to route requests by task, not brand loyalty.
Prompt Patterns for Coding Agents That Ship Real Code
Master agentic coding with reusable prompt patterns — decompose, constrain, cite-the-file, and stop-condition shapes that move agents from plausible to correct output.
Prompt Engineering Techniques for Reliable LLM Output
Master prompt engineering techniques that produce reliable LLM output — built on failure analysis and iteration, not one-line tricks. A practical guide for AI engineering teams.
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.