Enterprise AI knowledge. From a team who ships it.

Amazon's own AI coding tool autonomously deleted a live production environment, causing a 13-hour AWS outage. The agent had elevated permissions and bypassed two-person approval. Every enterprise deploying AI agents should read this.

Running AI in production: monitoring, scaling, updating, governing. The enterprise AI operations guide for organisations that have moved past pilots.

Agentic AI workflows that actually run in production. Architecture patterns, error handling, observability, and the lessons from deploying autonomous AI systems in enterprise environments.

A synthetic identity kit costs less than a coffee. AI-generated face, cloned voice, supporting documents. The deepfake-as-a-service economy has arrived and most enterprises aren't ready.

I started freelancing at 14. Built game engines, scrapers, eCommerce platforms, and enterprise AI integrations. Here's what stuck.

AI data centres now consume 90 terawatt-hours per year, roughly 10x the 2022 figure. AI-optimised racks demand 30-100 kW each. The hunger for power is so extreme it has restarted growth in a stagnant US electrical grid.

Open-source vs proprietary AI models for enterprise. When open-source wins, when it does not, and how to make the decision with clear eyes.

After 8+ years of integration work, our current approach. Event-driven foundations, API gateway patterns, and why the integration layer should be part of your AI foundation from the start.

Six posts across eight years. The hidden tax of connecting enterprise systems - from pre-AI integration pain through to AI-era architecture patterns that actually scale.

Knowledge graphs map relationships between entities - people, documents, concepts, processes. They give enterprise AI the structured context that vector search alone can't provide.

The seven anti-patterns we see in every enterprise AI engagement. What to avoid and what to do instead.

Years of building eCommerce platforms taught us patterns that transfer directly to enterprise AI. Product catalogues, search, recommendations, and integration.