# Writing by Aidan Marshall

- [Google Cloud Associate Cloud Engineer certified](/writing/google-cloud-associate-cloud-engineer/) — 2026-08-03; 1 min read
- [The agentic future still runs on distributed systems](/writing/agentic-traffic-still-needs-systems-engineering/) — 2026-07-29; 4 min read
- [GitHub Certified: Agentic AI Developer (GH-600)](/writing/github-agentic-ai-developer-certification/) — 2026-07-28; 2 min read
- [Multi-agent autonomy is compositional](/writing/multi-agent-autonomy-is-compositional/) — 2026-07-23; 3 min read
- [Model capability is converging. Model economics are not.](/writing/model-economics-are-not-converging/) — 2026-07-11; 3 min read
- [Agentic AI has to earn autonomy](/writing/agentic-ai-has-to-earn-autonomy/) — 2026-06-27; 3 min read
- [Multi-agent systems should not depend on direct handoffs](/writing/event-driven-multi-agent-systems/) — 2026-06-27; 4 min read
- [AI-assisted development is an operating model](/writing/ai-assisted-development-operating-model/) — 2026-06-27; 3 min read