Blog
Some notes on development, AI, and the practical side of building web applications — things I’ve learned building real projects, written in plain language.
Gemini 4 Argon vs Claude Opus 5.5 vs GPT-6 Astra for Coding
Gemini 4 Argon vs Claude Opus 5.5 vs GPT-6 Astra: coding benchmarks, API prices, who can use each today, and which model to build on right now.
Gemini Agent vs Copilot Autopilot: AI Coworkers With Their Own Identity
Gemini agent vs Copilot Autopilot compared: identity, email, permissions, audit trails, billing, and what changes when an AI agent gets its own account.
LinkedIn vs X for Founders: Where Should You Post in 2026?
LinkedIn vs X for founders: who uses each in 2026, what each format rewards, and how to post on both without writing everything twice.
Cloudflare Clef vs Strands Decider: Which Decision Model Should Your AI Agent Use?
Cloudflare Clef vs AWS Strands Decider 2B: size, latency, pricing, hosting, and which decision model fits routing and guardrails in your AI agent.
Copilot Autopilot vs ChatGPT Dots: Which AI Coworker Fits Your Team
Copilot Autopilot vs ChatGPT Dots compared: what each always-on AI coworker does, how it's billed, who can get it today, and which suits your team.
GPT-6.1 Sol vs GPT-6 Astra: Which Model Should Your AI Feature Run On?
GPT-6.1 Sol vs GPT-6 Astra for developers: real API prices, benchmark gaps, cost per request, and when paying 5x for Astra is actually worth it.
I Built an AI Content Research Tool for LinkedIn and X. Here's What Broke.
An AI content research tool should find real trends, not invent them. What I learned building one for LinkedIn and X, including the bugs that hurt.
Grok Bot vs ChatGPT Dots: What Each One Does, What It Costs, and Which to Pick
Grok Bot vs ChatGPT Dots compared: what each always-on AI agent does, real plan prices, safety controls, and which one fits your work in 2026.
AI Fatigue Is Real: What It Is, Why It Happens, and How to Fix It
AI fatigue is the burnout from too many AI tools, prompts and updates. A developer who builds AI automation explains the causes and the fix.
Custom ERP for Chemical and Paint Distributors (And When Off-the-Shelf Actually Wins)
Custom ERP for chemical, paint, adhesive and lubricant distributors: what batch tracking and dealer pricing need, cost vs SAP or Odoo, and when to buy.
Building a Booking System for Coaches and Influencers (And Why Calendly Eventually Stops Being Enough)
A booking system for coaches and influencers you own outright: what it costs, what Calendly and Acuity can't do, and how payments and availability work.
AI Agent Security: What Can Go Wrong When You Let AI Take Actions
Real risks when an AI agent can take actions: prompt injection, over-broad permissions, runaway spend, data leakage. Plus the guardrails for each.
What Does It Cost to Run an AI Feature in Production?
The real cost of running an AI feature in production: token math with worked examples, pricing traps, and when self-hosting beats an API.
AI Chatbot ROI: What Resolution Rate Should You Actually Expect?
What resolution rate should an AI chatbot hit? Real numbers by chatbot type, honest ROI math, and why many first AI support rollouts get pulled back.
Claude Code vs Cursor vs GitHub Copilot: Which AI Coding Tool Should You Actually Use?
Claude Code vs Cursor vs GitHub Copilot, compared honestly by someone who uses all three: what each does best, and why teams use more than one.
Multi-Agent AI Systems: When One AI Agent Isn't Enough
What is a multi-agent AI system? A plain explanation of what it actually is, when a business genuinely needs one, and when it's overkill.
n8n vs a Custom AI Agent: What Actually Makes Sense for Your Automation Budget
How much does AI automation cost? Real n8n and custom AI agent pricing, ROI math, and when each one actually makes sense for your budget.
REST vs GraphQL for a Startup MVP: Which One Should You Actually Pick?
REST or GraphQL for your MVP? Here's the honest answer based on team size, timeline, and what actually slows startups down early on.
Vibe Coding Is Making Your Code Riskier — Here's What a Real Developer Catches
AI-generated code has more bugs and security holes than human-written code. What that means for your project, and when a developer should review it.
What Is MCP (Model Context Protocol) and Why It Matters for Your Business
MCP lets an AI agent connect to your tools and data without custom code per connection. What it is and why it matters for your project.
What Is RAG (Retrieval-Augmented Generation), Explained Simply
RAG lets an AI answer from your own documents instead of guessing. Here's what it actually is, how it works, and when you need it — explained plainly.
What Is an AI Agent (and How Is It Different From a Chatbot)?
A chatbot answers a question. An AI agent finishes a job. Here's the real technical difference, explained by someone who builds both.
Hiring an AI Agent Developer: Cost, Process, and What to Expect
What it actually takes to hire an AI agent developer in 2026 — what gets built, what to ask, what it costs, and how it differs from AI automation.
Hiring an AI Automation Developer: What It Actually Involves
What it takes to hire an AI automation developer in 2026 — what gets automated, what tools are used, what it costs, and how to get started.
Full Stack AI Developer: How to Become One in 2026
What a full stack AI developer actually does in 2026, the React, Next.js, Node.js, and AI API stack it takes, and how to start building with it.
How Promises Work in JavaScript
A deep dive into JavaScript Promises — the three states, chaining, error handling, Promise.all/race, async/await, and best practices with examples.
How to Become a Full Stack Developer: Your Step-by-Step Guide
A step-by-step guide to becoming a full stack developer — from web fundamentals to React, Node.js, databases, AI integration, and a freelance career.
Why MERN Stack Is Still Relevant and In-Demand in 2026
MERN stack salary, job demand, and whether it's still worth learning in 2026 — answered directly, including what Glassdoor reports developers earn.
Beginner-Friendly JavaScript Projects for 2026
Five beginner-friendly JavaScript project ideas to practice in 2026: a random quote generator, to-do list, calculator, quiz app, and weather app.
Building Your Dream Web App: A Step-by-Step Guide
A practical walkthrough of what makes a modern full stack web app work well: frontend, backend, database, AI features, and deployment.
Hire a Full Stack Developer in Byron Bay
Looking for a full stack developer in Byron Bay? Get a custom-built web app or AI-powered feature with direct support from an experienced full stack developer.
How To Find A Good Full Stack Developer Freelancer
Tips for finding a reliable full stack developer freelancer — what to check in their portfolio, how to vet past work, and where to look.
8 Website Design Tips for Startups
Eight practical website design tips for startups covering page speed, navigation, mobile-friendly themes, and landing pages that convert.
Hiring a Full Stack Developer: What It Actually Costs
What it costs to hire a full stack developer in 2026, what to expect from the process, and how to get a quote for your web or AI project.
Essential Tools and Libraries for Full Stack AI Development
A rundown of the tools and libraries that matter for full stack AI development in 2026: frameworks, AI SDKs, databases, and deployment.
Why Do I Need A Website?
Five reasons your business needs a website: 24/7 customer convenience, cheap effective advertising, measurable results, and a professional image.