Page 14 of 71
AI automation insights
Practical guides for Australian businesses navigating AI automation. No jargon, no hype — just what works.
August 2026 • 4 min read
Claude Files and Knowledge: Grounding Answers in Your Documents
The difference between a single-session file upload and persistent Project knowledge, and why grounding an answer in your real documents beats a plausible general one.
August 2026 • 4 min read
Claude and Voice: Where Spoken Interfaces Fit in 2026
Dictation and narrow voice commands work well. Open-ended voice conversation for complex tasks still doesn't. Where the line actually sits for an Australian business in 2026.
August 2026 • 4 min read
Will My Staff Lose Their Jobs to AI? A Practical View
Tasks shrink before jobs disappear. What actually happens to headcount when a small business automates, and how one Melbourne practice redirected 12 freed-up hours a week.
August 2026 • 4 min read
Versioning an MCP Server Without Breaking Clients
MCP schema changes fail silently rather than loudly. A practical versioning approach, a pre-release checklist, and what a four-day silent outage actually cost one team.
August 2026 • 4 min read
What Can an AI Agent Actually Do for a Small Business?
The genuine capability list: multi-step admin, structured research, templated judgement calls and scheduled work, checked by a person before anything client-facing.
August 2026 • 4 min read
How Much Does It Cost to Automate a Small Business With AI?
A real Australian pricing range, $3,500 to $35,000, and what actually drives the number: systems touched, judgement required, and testing time.
August 2026 • 4 min read
What Is an MCP Server, in One Paragraph?
The compressed answer: an MCP server is the bridge that lets Claude read and act on your real business tools, not just talk about them. What that means in practice.
August 2026 • 4 min read
Claude Code vs Cline and Roo: Open Agent Extensions Compared
Cline, Roo and Claude Code all put an agent in your development workflow. What genuinely differs between IDE-native extensions and a terminal-first agent, and how to pick.
August 2026 • 4 min read
Building a Cowork Plugin: Bundling Skills, Tools and Connectors
A Cowork plugin is a folder of skills, a manifest and a connector list. How to build one from a real workflow, tested against live work before anyone else uses it.
August 2026 • 4 min read
Can Claude Help With My Tax Return? Where the Line Is
A clear boundary: Claude organises and drafts, a registered tax agent advises and lodges. What that split looks like in practice, and why it exists.
August 2026 • 4 min read
MCP Tool Design: Naming, Descriptions and Error Messages That Guide the Model
Writing for a reader with zero other context. The naming, description and error-message discipline that determines whether an MCP server's tools get called correctly.
August 2026 • 4 min read
Building a Company Prompt Library Your Team Actually Uses
The gap between a library that works and one that quietly dies is ownership and curation, not prompt quality. Start narrow, name an owner, review quarterly.
August 2026 • 4 min read
Claude Code for Technical Writers: Docs That Track the Code
Documentation drift is close to universal. The fix is making doc updates part of the same workflow as the code change, not a separate, easily deferred task.
August 2026 • 4 min read
Claude PDF Support: Reading Long Documents Reliably
Text-based PDFs read close to perfectly. Scanned ones are a different problem. A worked compliance-document example and how to ask better questions of long files.
August 2026 • 4 min read
Claude Extended Thinking: When It Pays and When It Doesn't
A standalone decision framework, not a GPT-5.5 comparison: when the extra reasoning time is worth the cost, and a worked example of what defaulting it everywhere actually costs.
August 2026 • 4 min read
Claude Tool Use: Designing Tools the Model Calls Correctly
A design craft distinct from production reliability patterns: naming, descriptions and schemas that determine whether a tool gets called correctly the first time.
August 2026 • 4 min read
System Prompts vs Skills: Where to Put Your House Rules
Always-on versus task-specific. A simple test for where a house rule belongs, and why cramming everything into the system prompt quietly degrades every unrelated task.
August 2026 • 4 min read
Claude in Excel: Spreadsheet Work Without the Formula Fights
Not the month-end close tool, that's covered elsewhere. This is the ad hoc, everyday spreadsheet frustration: broken formulas, messy data, and inherited sheets nobody understands.
August 2026 • 4 min read
Claude Team Plan: What You Get and Who It Suits
Centralised billing, admin controls and shared context, not a straightforward discount. Who genuinely needs to move off individual Pro accounts, and who should skip to Enterprise instead.
August 2026 • 4 min read
How Do I Get ChatGPT and Claude to Recommend My Business?
No paid placement exists. What actually feeds an AI assistant's answer, and the practical, unglamorous work that gets a business found and cited.
August 2026 • 4 min read
Claude in Chrome: What a Browsing Agent Can Do for Your Admin
The admin use case is quieter than the marketing pitch but arguably bigger. Portal navigation, form-filling and status checks, with a worked office-relocation example.
August 2026 • 4 min read
Publishing to a Cowork Plugin Marketplace: What to Know
A different audience and review bar to Claude Code's plugin marketplace. What makes a Cowork plugin worth publishing, and a worked BAS-prep example.
August 2026 • 4 min read
Claude Skills for Grant Writers
A packaged skill removes the repetitive drafting overhead, not the strategic judgment. What belongs in it, and a worked example cutting drafting time by more than half.
August 2026 • 4 min read
Building a Deputy MCP Server for Rostering Data
Beyond the general Deputy integration: a custom MCP server for specific rostering actions, a worked hospitality example, and the Privacy Act angle worth getting right.
Get AI automation insights in your inbox
One short email per month. What's working in Australian AI automation. Unsubscribe anytime.