Insights

Discover our latest insights on AI, automation and digital transformation.

14 September 2026

Graph Engineering vs. Loop Engineering in AI Agents

Explore the architectural trade-offs between graph and loop engineering when building AI Agents, including production realities and state management.

8 June 2026

Cybersecurity & AI in 2026: what organisations actually need to fix

From Shadow AI and prompt injection to a $25.6M deepfake heist: a sober map of the risks, the frameworks (OWASP LLM Top 10, EU AI Act, ISO 42001) and a workable defensive architecture for 2026.

26 May 2026

The Tokenmaxxing Trap: Why Amazon's AI Leaderboards Are a Masterclass in Perverse Incentives

The Financial Times just exposed how Amazon engineers are gaming internal AI leaderboards by automating pointless tasks. As the creators of OpenClaw—the platform that inspired Amazon's tool—we have some thoughts on why measuring token consumption is the fastest way to ruin your AI strategy.

19 May 2026

Gas City: inside the software factory with 100 coding agents

A hundred coding agents in parallel, fifty PRs a day, a billion tokens a day. What Gas City shows about multi-agent engineering — and the three ideas worth internalising regardless of which toolkit eventually wins.

19 May 2026

Tokenmaxxing: why Salesforce is spending $300M on Anthropic (and your budget is next)

Salesforce $300M on Anthropic, Uber out of annual AI budget by April, a 4-person startup burning $125k per month. Why token costs are exploding and how to set up your AI architecture so your CFO doesn't panic.

19 May 2026

Employees as training data: Microsoft, Meta, xAI

Microsoft has 100,000 engineers. Meta tracks mouse and keyboard. xAI offers $420 for your tax return. The next batch of AI training data comes from in-house staff — and it has consequences for how you set up your own AI stack.

19 May 2026

Hostinger VPS: how to run OpenClaw, Hermes AI and Paperclip AI in the cloud without installing anything locally

Closing your laptop should not kill your AI Agents. On a Hostinger KVM2 VPS at around €9 per month you can run OpenClaw, Hermes AI and Paperclip AI 24/7 in an EU data centre — no Mac Mini, no networking pain, no hardware to babysit.

19 May 2026

Cortecs.ai: Europe's LLM router as a GDPR-native alternative to OpenRouter

Cortecs.ai positions itself as Europe's LLM router: 150+ model endpoints, EU-sovereign hosting, pass-through pricing and GDPR compliance as primary Data Processor. What does this mean for Dutch engineering teams currently on OpenRouter?

19 May 2026

The Mythos of AI Cybersecurity: Why Your Security Team Needs to Become an F1 Pit Crew

Anthropic's Project Glasswing and the 'Mythos' capability are permanently changing the economics of zero-days. For CTOs and engineering managers, this means the focus must shift from detection to relentless response speed. A blueprint for the AI-driven SDLC.