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AI automation insights
Practical guides for Australian businesses navigating AI automation. No jargon, no hype — just what works.
June 2026 • 5 min read • Technical
Claude Code Now Builds Live Preview Pages: How Artifacts Change the Coding Workflow
Claude Code can now render a live, interactive preview of your work-in-progress. Here is what artifacts change for Australian dev teams building web-facing tools.
June 2026 • 5 min read • ROI & Business Case
Claude Design Now Locks Your Brand: What On-Brand Daily Work Means for Australian Marketing Teams
Claude Design now applies your brand colours, fonts, logo and tone to everyday outputs, not just campaign hero assets. Here is what that shift means for Australian marketing teams and SMBs.
June 2026 • 6 min read • AI Strategy
Claude's Partner Ecosystem vs OpenAI's New Partner Network: What Australian Businesses Should Know
OpenAI and Anthropic both launched formal partner programs in June 2026. Here is what the Claude and OpenAI partner ecosystems mean for an Australian business choosing an AI implementation partner.
June 2026 • 6 min read • Technical
Claude's New Centralised MCP Auth: What Enterprise Teams Need to Know
Anthropic's centralised MCP authorisation gives enterprise IT admins control over which connectors users can access: closing a real governance gap for Australian businesses running Claude at scale.
June 2026 • 7 min read • Technical
7 Ways to Steer Claude Code: CLAUDE.md, Skills, Hooks, Rules, Subagents and More
Anthropic published its definitive guide to Claude Code customisation. Here is the AU team's breakdown of all seven instruction methods: when to use each, and which ones survive context compaction.
June 2026 • 6 min read • Technical
Claude Code Loop Contracts: The Open-Source Framework for Reliable AI Automation Runs
Most Claude Code sessions start from scratch. Loop engineering changes that with three structures (artifact folders, loop contracts, and global logs) that let AI automation runs accumulate rather than reset.
June 2026 • 7 min read • Technical
Workload Identity Federation Is Now Live on Claude Platform: Secure Access Without Shared Credentials
Workload Identity Federation is now generally available on the Claude Platform. If your team calls the Claude API from cloud infrastructure, here is why you should care and how to get started.
June 2026 • 6 min read • Technical
MiniMax M3 vs Claude on SWE-Bench Pro: How to Read Open-Weight Coding Scores
MiniMax M3 reported 59.0% on SWE-Bench Pro; Claude Opus 4.8 sits at 69.2%. Here is how to read open-weight coding benchmarks, and when the gap actually changes what an Australian team should build on.
June 2026 • 6 min read • Industry Guide
ChatGPT in Excel for Australian Accounting Firms: BAS and Month-End Workflows
ChatGPT now works inside Excel. Here is how Australian accounting firms can use it for BAS prep and the month-end close without putting client data at risk.
June 2026 • 7 min read • Industry Guide
ChatGPT for Australian Real Estate Admin: Spreadsheets, Listings and Client Comms
A practical guide for Australian real estate teams using ChatGPT to speed up spreadsheets, listings and client comms, without putting client data at risk.
June 2026 • 6 min read • Industry Guide
ChatGPT for Google Sheets in Australian Construction: Tender Trackers and Programme Logs
How Australian construction teams can use ChatGPT inside Google Sheets for tender trackers and programme logs, with a clear-eyed look at the cost, the accuracy risk, and where Claude fits.
June 2026 • 6 min read • Technical
ChatGPT Active Sessions: Locking Down Your Team's Account Security
A practical guide for Australian teams on using ChatGPT active sessions and device controls to keep account access tight and Privacy Act-ready.
June 2026 • 7 min read • Industry Guide
ChatGPT Workspace Agents: A Plain-English Setup Guide for Australian Teams
A plain-English guide to setting up ChatGPT Workspace Agents for Australian teams: the connectors, the setup steps, and the Privacy Act checks that matter.
June 2026 • 6 min read • Industry Guide
ChatGPT for Google Sheets Goes GA: A Claude Comparison for Australian Ops Teams
OpenAI's ChatGPT sidebar for Google Sheets is now generally available. Here is how it compares to Claude for Australian ops teams weighing spreadsheet automation and data privacy.
June 2026 • 6 min read • Technical
Sparse Attention and 1M-Token Context: A Plain Technical Guide for AU Teams
A plain-English guide to how sparse attention makes million-token context windows possible, what it trades away in accuracy, and how Australian teams should size context for real workloads.
June 2026 • 6 min read • ROI & Business Case
The Token-Volume Break-Even: When Open-Weight Self-Hosting Beats APIs in 2026
Open-weight self-hosting only beats paying per token at high volume. Here is where the 2026 break-even actually sits for Australian businesses, and the costs the brochure leaves out.
June 2026 • 6 min read • ROI & Business Case
Workspace Agents Pricing Starts 6 July: A Claude Cowork Cost Comparison for Australian SMBs
ChatGPT Workspace Agents move to credit-based pricing on 6 July 2026. Here is how the real cost compares with a Claude Cowork build for an Australian SMB.
June 2026 • 5 min read • ROI & Business Case
Claude in Excel vs ChatGPT's New Spreadsheet Sidebar: What Australian Finance Teams Should Choose
ChatGPT's spreadsheet sidebar is now in Excel and Google Sheets. Here is how it compares with a Claude workflow for Australian finance teams on features, cost, and compliance.
June 2026 • 6 min read • ROI & Business Case
Counting the 1M-Token Context Bill: Long-Context AI Costs for Australian Teams
A one-million-token window sounds like a free upgrade. For Australian teams, the real story is what it does to the monthly AI bill, and how to keep it down.
June 2026 • 6 min read • Technical
Codex Plugin Sharing vs Claude Skills: Governing Shared AI Tools in Australian Dev Teams
Codex now shares plugins across a workspace by default. Here is how that compares with Claude Skills, and how Australian dev teams can govern shared AI tools without losing the audit trail.
June 2026 • 6 min read • Technical
Loops Over Prompts: How Claude Code's Agentic Loops Are Changing AI Coding for Australian Teams
A shift is under way in how teams use Claude Code: writing loops that run the agent, not one-off prompts. Here is what that means for Australian dev teams.
June 2026 • 6 min read • AI Strategy
Open-Weight Benchmark Claims vs Independent Reality: A Buyer's Filter for AU SMBs
A new open-weight model lands with a benchmark table every few weeks. Here is a calm, practical filter Australian SMBs can use before betting a business process on a launch-day number.
June 2026 • 5 min read • AI Strategy
Claude Fable 5 and Mythos 5: Anthropic's Most Capable Models Yet, and What They Mean for Australian Businesses
Anthropic's new Claude Fable 5 flagship lands with a sharp price drop and stronger results on long, complex tasks. Here is what it changes for Australian businesses automating real work.
June 2026 • 5 min read • AI Strategy
Claude vs DeepSeek V4: A Practical Call for Sydney Teams
DeepSeek V4 Pro now rivals the top closed models on coding benchmarks at a fraction of the cost. Here is when a Sydney team should pick it over Claude, and when it should not.
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