GPT-6 Astra has not broken the rules of AI system design. It has made the limits of those rules much harder to ignore. OpenAI’s new model is built for work that stretches across browsers, files, code, research, and professional software. It can plan, use tools, inspect results, adapt to new instructions, and continue through a […]
The fastest way to get value from a personal AI agent is to stop imagining an AI employee. Start with one routine that is mildly annoying, happens often, and produces work you can easily review. In a couple of hours, you can prototype a useful workflow. You cannot reasonably expect a dependable, unattended assistant that […]
This multi-agent workflow roadmap introduces coordinated AI roles and workflows working toward one outcome—not magical, fully autonomous AI teams. It is the starting point for the series, and it will become a linked learning path as each tutorial is published. Key takeaways A multi-agent system divides a broader job among defined AI roles and workflow […]
You have a weekly task that never becomes urgent enough to finish. Perhaps you collect project updates, review a shortlist of sources, prepare a status digest or identify follow-up work before Friday. A self-hosted AI agent such as Hermes can help with this kind of recurring workflow. The plain-language answer is that Hermes Agent is […]