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Thoughts on AI, development, and technology. Exploring the latest in AI models, workplace productivity, and web development best practices.

December 9, 2025

What's Next for AI: Predictions for 2026

Based on 2025's trajectory, here's what I expect for AI development in 2026—less hype, more production reality, and the infrastructure bets I'm making.

9 min readby Jacken Holland

AIMachine LearningFuture TechAI AgentsPredictionsLLM best practices

December 9, 2025

Integrating AI into Your Development Workflow: What Actually Works in 2025

After two years of using AI assistants daily, here's what actually works for integrating them into your dev workflow—and what doesn't.

8 min readby Jacken Holland

AIProductivityDevelopmentWorkflow

December 9, 2025

The Evolution of Large Language Models Through 2025

A year in review: how LLMs matured from impressive demos to production-ready tools, and what the journey taught me about building with AI.

8 min readby Jacken Holland

AIMachine LearningLLMsGPT-4ClaudeAI Development 2025

December 9, 2025

Claude vs GPT-4: A Technical Comparison for Developers (2025 Edition)

An honest, hands-on comparison of Claude Opus 4.5 and GPT-4o after building production applications with both—what actually matters beyond the benchmarks.

9 min readby Jacken Holland

AIClaudeGPT-4OpenAIAnthropicLLMsprompt engineering

December 9, 2025

AI-Powered Code Review: What Works for Teams in 2025

We've been using AI code reviewers for 18 months. Here's what actually improved our process—and what created more problems than it solved.

8 min readby Jacken Holland

AICode ReviewDevelopmentTeam Practices

December 8, 2025

Using AI for Debugging: My Real-World Approach

The debugging techniques that actually work with AI in 2025—plus the prompts I use when I'm completely stuck.

8 min readby Jacken Holland

AIDebuggingDevelopmentProblem Solving

December 8, 2025

Understanding AI Model Capabilities and Limitations (2025 Reality Check)

After a year of building production AI systems, here's what LLMs can actually do well, where they reliably fail, and how to build around both.

8 min readby Jacken Holland

AIMachine LearningLLMsSoftware EngineeringBest Practicesprompt engineering

December 8, 2025

The Developer's Guide to Prompt Engineering That Actually Works

After two years and hundreds of AI-generated functions, here are the prompting patterns that consistently deliver usable code.

8 min readby Jacken Holland

AIPrompt EngineeringDevelopmentProductivity

December 7, 2025

TypeScript Best Practices for Large Codebases

Scale TypeScript applications with confidence using strict configuration, advanced types, module architecture, and proven patterns for enterprise codebases in 2025.

8 min readby Jacken Holland

TypeScriptSoftware EngineeringBest PracticesCode Quality

December 7, 2025

Building Performant Next.js Applications: A Complete Guide

Real-world strategies for optimizing Next.js 15 applications using React Server Components, streaming, and intelligent caching—based on production experience.

8 min readby Jacken Holland

Web DevelopmentNext.jsPerformanceReactServer Components

December 6, 2025

Web Performance Optimization in 2025: A Complete Guide

Master modern web performance with Core Web Vitals, resource optimization, and AI-assisted performance analysis—real-world techniques that improve user experience and SEO rankings.

8 min readby Jacken Holland

PerformanceWeb DevelopmentCore Web VitalsOptimizationSEO

December 6, 2025

Modern CSS Patterns: From Tailwind to CSS-in-JS

Navigating the CSS landscape in 2025—comparing Tailwind v4, CSS Modules, CSS-in-JS, and modern CSS features to choose the right approach for your projects.

8 min readby Jacken Holland

CSSTailwindCSS-in-JSWeb DevelopmentFrontend

December 5, 2025

Type Safety in React: Tips and Tricks

The TypeScript + React patterns I use every day. From props to hooks to context, here's how to catch bugs before they reach production.

11 min readby Jacken Holland

TypeScriptReactWeb Development

December 5, 2025

JavaScript Array Methods: A Complete Guide

Stop reaching for for-loops. Modern JavaScript array methods make your code cleaner, more expressive, and easier to debug. Here's what actually matters.

11 min readby Jacken Holland

JavaScriptProgrammingWeb Development

December 5, 2025

Async/Await Best Practices and Common Pitfalls

The async/await mistakes I made so you don't have to. From error handling to performance traps, here's what actually matters in 2025.

10 min readby Jacken Holland

JavaScriptAsyncBest Practices

December 5, 2025

Advanced TypeScript Patterns Every Developer Should Know

Real-world TypeScript patterns I wish I'd learned sooner. From conditional types to template literals, here's what actually matters in production code.

12 min readby Jacken Holland

TypeScriptJavaScriptSoftware Engineering