About the author
James Killick
Co-founder of Devwiz · AI product specialist
AI Orchestrator and entrepreneur with 10+ years building digital products. Helping $1M+ business owners scale with AI systems, automation and implementation through The AI Orchestrators, Devwiz and Njin.
- 10+ years building digital products
- 200+ apps shipped since 2015
- 8+ years implementing AI
- Business Show Sydney speaker
James Killick is The AI Orchestrator. He has spent 10+ years building digital products, shipping 200+ apps as co-founder of Devwiz before founding The AI Orchestrators and co-founding Njin. Today he helps $1M+ business owners scale with AI systems, automation and implementation.
He built 200+ digital products before teaching others to build with AI. Since 2015 he has helped ship apps for founders, businesses and government, including work for NSW Government, Briometrix, Vivid and Huskee.
His focus is simple. Take what works for a few clients and build it into AI software that reaches thousands. He writes about building AI apps, AI agents, and turning a proven program into a platform.
James also hosts the Up in the AI podcast and shares practical AI build strategy through his work at AI Orchestrators. Devwiz runs local offices in Sydney and Maroochydore, working with clients across Queensland and New South Wales.
James's personal site at jameskillick.co is his central profile across The AI Orchestrators, Devwiz and Njin.
What James works on
- ✓AI product strategy and AI-first platforms
- ✓AI app development: agents, RAG, conversational AI
- ✓Turning a proven program into software
- ✓Product-led growth for SaaS
- ✓Shipping apps that reach thousands
Articles by James on Devwiz
205 articles published on devwiz.com.au.
2026
- ETL vs ELT: which one fits your data platform?
- AI regulation in Australia: what changed in July 2026
- CI/CD for AI: eval gates that catch a bad prompt
- AI test generation: the loop that survives CI
- LLM unit testing: three test tiers that catch bad prompts early
- Token cost optimisation: five levers that cut your LLM bill
- Ship an AI Product Roadmap in 6 to 12 Weeks: Pick 1 to 3 Use Cases
- API Usage Analytics: The 4 Metrics That Drive Revenue
- Agent Memory Design: 4 Research Frameworks Worth Stealing
- Human in the Loop: When to Put a Person in Front of AI
- AI Code Review Tools: How to Pick One That Sticks
- R&D Tax Incentive Australia: does your AI build qualify?
- Prompt engineering best practices: fix the failure, not the phrasing
- PII redaction: build it properly, then test it
- Smart contract security: 4 verification steps for developers
- FinOps for AI: how to stop runaway model costs
- Prompt injection defence: an 8-step checklist for engineers
- AI model drift: catch it before your users do
- Data warehouse for AI: build one that actually serves models
- Data governance for AI: the five-pillar model that works
- What is a cloud deployment model, and which one fits you?
- Open-source LLMs in 2026: what's actually production-ready
- LLM guardrails: a practical architecture for engineers
- App efficiency starts with three fixes you can ship this sprint
- Chatbot security for CTOs: threats, controls, tests
- Enterprise chatbots: benefits, architecture and rollout
- User consent management: what business leaders need
- What is AI-assisted onboarding? A practical guide
- Mobile app URLs explained: deep links that actually work
- AI platform architecture: a layered guide for CTOs
- Role-based access control (RBAC): a guide for IT teams
- AI context windows explained: a developer's guide
- Software infrastructure cost: a practical guide for founders
- Software testing explained: what it is and why it matters
- On-device AI explained: a guide for developers and product leaders
- The role of APIs in AI software: a technical guide
- What is a microservices architecture: a guide for developers
- AI-powered reporting for existing dashboards: 2026 guide
- What is a software delivery process: a practical guide
- Custom AI platform benefits for enterprise: 2026 guide
- AI startup business model options: a founder's decision guide
- AI software go-to-market in Australia: the 2026 playbook
- What is a minimum viable product? A practical guide
- Post-launch AI platform support: what good looks like
- How AI transforms legacy SaaS: a guide for founders
- AI UX best practices for SaaS
- The AI software handover process, explained for CTOs
- AI feature adoption and user engagement: a practical guide
- What Is a SaaS Business Model? A Plain-English Guide for Founders
- The main types of AI personalisation in mobile apps
- SailingByte Alternatives: 5 Custom Software Partners Compared for 2026
- How AI Platforms Scale: A Guide for Business Leaders
- AI Software Compliance Explained: What Leaders Need to Know
- The AI Product Launch Checklist Every Founder and CTO Needs
- AI Platform Integration Best Practices for CTOs and Tech Leaders
- What is software scalability: a guide for founders and CTOs
- What is a product development sprint?
- The role of user research in software builds
- AI product market fit testing: a founder's guide
- AI product development best practices: 2026 guide
- AI model selection criteria for apps: 2026 guide
- AI Model Versioning in SaaS Applications: 2026 Guide
- Cursor vs Claude Code: which for vibe-coded prototypes?
- AI Software Discovery Phase: A Founder's Guide
- Cursor, Claude Code and Codex: the AI coding stack that ships
- AI Integration Services: What to Expect
- AI Software Development: A Buyer's Guide
- Product Strategy for AI Startups
- LLM API Pricing Compared
- Should You Build a Platform for Your Program?
- MVP Development Cost
- Enterprise AI Adoption: A Practical Path
- OpenAI API Costs Explained
- Recurring Revenue From Your Expertise
- AI Readiness: Is Your Business Ready?
- Prompt Engineering for Coding: A Practical Guide
- What Makes a Good Software Development Agency
2025
- Fine-Tuning vs RAG
- No-Code AI App Builders Compared
- The Best AI Agent Platforms in 2026
- AI Pair Programming: How It Actually Works
- How to Build a SaaS With AI
- RAG Pipeline: How to Build One
- From Course to Platform: Scaling Your Method
- Red Flags When Hiring an AI Agency
- Build an AI Agent With Claude
- v0 by Vercel: Turning Prompts Into UI
- Bolt.new Review: Build Full-Stack Apps With AI
- Idea to App: The Build Journey
- Chatbot vs AI Agent: What's the Difference?
- Build vs Buy: AI Features
- Replit Agent: Build and Ship From Your Browser
- The AI Build Process, Step by Step
- How to Productise a Service
- Conversational AI: A Business Guide
- Vibe Coding vs Traditional Development
- How to Validate a SaaS Idea
- AI and Your Customer Data: Security Basics
- Multi-Agent Systems Explained
- Rebuilding a Vibe-Coded MVP Into Real SaaS
- AI Coding Assistants: Which One Should You Use?
- Offshore Development Risks
- Lovable, Bolt and v0: AI App Builders Compared
- How to Turn a Prototype Into a Production App
- AI Voice Agents for Business
- Agentic Workflows for Operations
- What 'Your Program in Software' Actually Means
- What It Costs to Add AI Features to Your App
- Custom AI Software vs Off-the-Shelf
- Why Your Vibe-Coded MVP Breaks in Production
- Claude Code: The Complete Guide for Builders (2026)
- The 5 Types of AI Agents
- Customer-Facing AI Agents: Support That Scales
- What Is a Vibe-Coded App? Real Examples
- Cursor AI: What It Is and When to Use It (2026)
- Onshore vs Offshore for AI Builds
- Claude vs ChatGPT vs Gemini
- AI for Small Business: Where to Start
- Workflow Automation for Small Business
- What Is MCP (Model Context Protocol)?
- White-Label AI Software for Coaches
- The Best Vibe Coding Tools in 2026
- Claude vs ChatGPT for Coding: Which Is Better?
- Zapier vs n8n: Which Automation Tool?
- How to Build an AI Agent (Step by Step)
- What Is Vibe Coding? A Plain-English Guide for Founders
- Is Vibe Coding the Future of Software Development?
- Adding a Chatbot to Your Website
- How to Pick Your AI Stack
- How to Choose an AI Development Company
- Vibe Coding Explained: Building Real Products With AI
- n8n Automation for Business
- Agentic AI Explained
- Scaling Past Billable Hours
- Embeddings Explained Simply
- What Is an AI Agent? A Simple Explanation
- RAG vs Agents: Which Do You Need?
- Multi-Tenant SaaS Basics
2024
- Custom Software Development Cost Guide
- AI Agents for Business: What They Are and How to Build Them
- Semantic Search: How It Works
- Consultant to SaaS: The Playbook
- How Long Does It Take to Build an AI App?
- App Development Cost in Australia: How Much Does a Custom App Cost?
- Vector Databases Explained
- Scoping an MVP for an AI Product
- Productising Your Consulting IP
- What Is an LLM? A Plain-English Guide
- AI App Development Cost Breakdown
- AI-First Product Architecture
- What Is RAG (Retrieval Augmented Generation)?
- How to Turn Your Proven Program Into a Software Platform
- What It Costs to Build an AI App in Australia
- How to Build an AI Application: A Founder's Guide
- How to Add AI to Your Existing App or Software
- Unlocking Success in Tech Project Management: Essentials for Entrepreneurs
- The Core Principles of User-Centred Design: A Guide for Founders
- Master Effective Debugging Techniques: Tips & Tools for Software Developers
- Exploring AR Applications in Retail: Amplifying Shopping Experiences
- Guide to Building Successful SaaS Products: Strategies & Best Practices
- Effective Use of APIs in Software Development: In-depth Guide for Entrepreneurs
- Best AI Tools for Superior Productivity: An Information Guide for Entrepreneurs
- Exploring Blockchain Applications Beyond Just Cryptocurrency
- Unlock Success with Innovative Features in App Development
2022
2021
2020
- Promising Mobile App Ideas for 2021
- User Experience Analysis: Review Your App’s Usability
- How to Choose a WooCommerce Developer in Sydney
- How to Move your Shop Online Quickly using an eCommerce Platform
- Critical Remote Workforce Software Solutions
- E-commerce during COVID-19 – It’s Time to Act!
- Take your business online during COVID-19 lockdown
- Generate leads during COVID-19 – Strategies to keep your business alive!
- How to Leverage LinkedIn to Network your Business
- The Devwiz Idea Validation Framework: How to create a successful app concept!
- Small Business Outsourcing Services: 4 Tasks you should Outsource
- The Best App Ideas (and How to Validate Them)
2019
- How to Make Your WordPress Site Faster
- How to Hire the Right Mobile App Development Agency – Our Guide
- How to Choose the Right Software Development Company – Our Guide
- Mobile App Ideas for 2020: Being Unique is the Key to Making Money
- Create a Recurring Revenue with Software
- 10 Methods of Monetizing your Mobile App
- 9 Tips to Create an App Store Page that’s Optimised for Conversion
- The Benefits of Hiring an App Development Agency
- A Small Business Owner’s Guide to Building Effective IT Strategies
- Why we start with a Tech Workshop at Devwiz
- Case Study: Briometrix – Developing Apps for Disability Accessibility, Fitness and Health, Injury Prevention and Social Inclusion
- Where To Start When You Have An App Idea: 8 Validation Tips
- App Store Optimisation (ASO) – Make Your App Findable
- Beta Testing: Everything you need to setup a Group of Testers for your App
2018
2017
2016
Find James elsewhere
James's personal site · LinkedIn · X · AI Orchestrators · Up in the AI (podcast)