@yoheinakajima: great article, mostly focused on coding agents but applies elsewhere impo. aligns w a lot of my prior thoughts: - agent…
Summary
A tweet highlighting key principles for building agent systems, emphasizing scaffolding, memory, and reusable tools, based on an article by Yohei Nakajima.
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@yoheinakajima: my current @activegraphai inspired approach to a modular repo-centric agent operating system
Yohei Nakajima outlines a repo-centric modular architecture for agentic work, where the durable unit is a governed project repository rather than the model or conversation, with agents acting as replaceable execution components over persistent state.
@jeffreyliu_05: Maybe the best article on building good agents out there
A tweet recommends an article on building good AI agents, implying it is highly valuable for developers.
@kentcdodds: This is a great article and is exactly the kind of thing I'm talking about in my most recent YouTube video https://yout…
Kent C. Dodds shares an article and YouTube video arguing that the quality of AI agent outputs depends on the design of system primitives—providing agents with well-crafted, composable building blocks narrows their action space and yields reliable results.
@yoheinakajima: okay i’m finally starting to get my mind wrapped around this whole “stateful” agent thing
Yohei Nakajima shares his growing understanding of stateful AI agents.
Building effective agents
Anthropic publishes engineering guidelines for building effective AI agents, advocating for simple, composable patterns and direct API usage over complex frameworks. The article distinguishes between workflows and autonomous agents, providing practical advice on when to use each architecture.