agents

Bridging Strategy and Execution in the Age of AI Agents

AI changed what's fast. Nobody changed what's slow. Teams are merging twice as many pull requests while review times double and bug rates climb. The bottleneck moved — and most organisations are only now starting to notice.

Context Engineering: The Skill That Replaced Prompt Engineering

Everyone's talking about context engineering as if it's a prompting technique. It's not. It's the skill that determines whether your AI investment produces strategy or noise — and the part that matters most has nothing to do with code.

Human-in-the-Loop: Why Full Automation Is the Wrong Goal

The best AI systems aren't autonomous. They're collaborative. Full automation is a seductive goal that breaks on contact with reality — the winning pattern is bounded autonomy.

Setting Up Multi-Agent Workflows with Claude Code

What I learned building a trading platform backoffice with six AI agents — before the playbook existed.