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AI automation insights
Practical guides for Australian businesses navigating AI automation. No jargon, no hype — just what works.
May 2026 • 6 min read • AI Strategy
Enterprise AI Agents in 2026: 5 Findings That Benchmark Your Roadmap
Anthropic and Material surveyed more than 500 technical leaders on how enterprises actually deploy AI agents in 2026. Here are the five findings Australian CTOs should benchmark against.
May 2026 • 6 min read • Industry Guide
The Verifiable Claude Playbook for Australian Financial Services
Kepler indexed 26 million SEC filings with Claude and traced every AI output to the exact source document. Here is the architecture and what Australian financial services teams should copy.
May 2026 • 6 min read • AI Strategy
Anthropic Board Appointment: What It Signals for Enterprise AI Buyers
When Anthropic adds an experienced enterprise executive to its board, Australian enterprise buyers should pay attention. Board composition is one of the most reliable signals of where a company is heading strategically.
May 2026 • 6 min read • AI Strategy
Claude's Election Safeguards: What AU Government Buyers Need to Know
Anthropic's election safeguards for Claude set a useful benchmark. Here is what AU government and civic-tech teams need to act on before deploying AI for the federal election cycle.
May 2026 • 5 min read • AI Strategy
What the Anthropic-NEC Partnership Signals for AU Enterprise
Anthropic's APAC strategy is now readable. Here's what the NEC partnership, the Sydney office, and the new ANZ GM mean for Australian enterprises evaluating Claude.
May 2026 • 6 min read • Industry Guide
Claude for Creative Work: What Australian Teams Should Do Now
Anthropic's new Ableton and Adobe connectors close the gap between Claude and the tools Australian creative teams already use. Here is what changed and what to do about it.
May 2026 • 6 min read • Technical
Claude Opus 4.7: What Australian Engineering Teams Need to Do Now
Claude Opus 4.7 is Anthropic's strongest GA model. Here's what Australian engineering teams running Claude in production need to audit, update, and test this week.
May 2026 • 6 min read • AI Strategy
Anthropic, Google, Broadcom: Three Compute Implications for Australia
Anthropic's compute partnerships with Google and Broadcom look like infrastructure news. For Australian enterprises evaluating Claude as a long-term platform, they change three things worth understanding.
May 2026 • 6 min read • AI Strategy
Claude No-Ads Policy: What It Means for Australian Enterprise Buyers
Anthropic's no-ads commitment looks like a minor product announcement. For Australian enterprise buyers making long-term AI platform decisions, it's a structural governance signal worth understanding.
May 2026 • 6 min read • Technical
Building Effective Claude Agents: Five Production Patterns
Most agent builds fail in production for the same five reasons. Here is how to design around them from the start.
May 2026 • 6 min read • Technical
Claude Code Sandboxing: 4 Patterns AU Teams Should Wire In Early
Most Australian engineering teams adopt Claude Code fast and think about sandboxing later. For APRA-regulated or government teams, that order is a compliance liability.
May 2026 • 6 min read • Technical
Writing Tools for Claude Agents: 4 Principles for MCP Server Builders
Most MCP servers are built like API wrappers. Agents need something different. Four principles for Australian teams building tools Claude can actually use.
May 2026 • 6 min read • Technical
Context Engineering for Claude Agents: What Production Teams Miss
Context engineering is the gap between Claude agents that work in demos and ones that hold up in production. This post covers the three failure modes and three patterns to fix them.
May 2026 • 6 min read • Technical
Claude Code Auto-Mode for Australian Engineering Teams
Auto-mode in Claude Code is widely misunderstood by Australian engineering teams. Here is how to calibrate trust, set tier defaults, and get the throughput multiplier without creating compliance exposure.
May 2026 • 6 min read • Technical
Multi-Agent Claude Systems: 4 Lessons for AU Builders
Anthropic's research system shows what multi-agent Claude architectures actually require in production. Four lessons every Australian engineering team should apply before building.
May 2026 • 6 min read • Technical
Custom Claude Skills: A Practical Guide for Australian Teams
Most Australian teams using Claude re-explain their domain knowledge from scratch every session. Custom Skills fix this. Here is how to build your first one.
May 2026 • 6 min read • Technical
3 Patterns That Make Claude Applications Age Well
Most Claude applications were built against a model that no longer exists. Three patterns from Anthropic's build-with-Claude playbook help Australian teams keep their applications current as capabilities evolve.
May 2026 • 6 min read • Technical
Why Production Claude Agents Land on MCP
Three integration approaches exist for Claude agents. Here is why direct API calls and CLI tools stall before production, and why MCP is the layer that survives contact with the real world.
May 2026 • 6 min read • AI Strategy
5 Things Anthropic's Sydney Office Means for AU Businesses
Anthropic appointed its first ANZ General Manager and opened its Sydney office on 27 April 2026. Here is what that means on the ground for Australian businesses building with Claude.
May 2026 • 6 min read • Technical
9 Seconds to Wipe Production: Patterns for Claude Agent Safety
A 9-second API call wiped three months of production data. The agent knew the rules. Here are three patterns to add before you give a Claude agent write access to real systems.
May 2026 • 6 min read • Technical
7 Patterns to Steal from Claude Design's System Prompt
Anthropic's Claude Design system prompt reads like an engineering spec, not a list of instructions. Seven patterns worth borrowing for your own agent builds, from role hierarchy to verification architecture.
May 2026 • 6 min read • Technical
Claude Opus 4.7 Migration: 5 Gotchas Buried in the Release Notes
Anthropic shipped Opus 4.7 with genuine improvements in reasoning and instruction-following. Five migration issues we found running it in production that first week.
May 2026 • 6 min read • Technical
7 Rules to Avoid a Claude Code Ban
Claude Code bans are automated, the appeal path is a Google Form, and accounts go dark for months with no human review. These seven rules are how we protect Australian teams from that outcome.
May 2026 • 6 min read • Technical
The Three Bugs That Quietly Broke Claude Code for a Month
Anthropic's April postmortem on Claude Code names three separate regressions that compounded into weeks of degraded quality. Here's what broke, and what production teams should take from it.
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