ref.anthropic.building-effective-agents · design-engineering
Building Effective Agents — Anthropic Engineering
Anthropic engineering article distinguishing predefined workflows from autonomous agents, recommending simple composable patterns before complex frameworks, and describing when task complexity and tool use justify greater autonomy. It is practitioner guidance for orchestration decisions, not a visual-design standard.
https://www.anthropic.com/engineering/building-effective-agents
What this source teaches
- Use only to determine appropriate autonomy and orchestration levels: simple composable workflow patterns before complex agent frameworks; increase autonomy only when task complexity and tool diversity genuinely require it.
- Map workflow/agent architecture choices to visible user controls: approval boundaries, trace visibility, stop, retry, and escalation paths must be proportionate to autonomy level.
- Distinguish predefined workflow steps from agent decisions; users must be able to understand, interrupt, and recover from both.
Where AwesomeDS applied it
rule.ai.ux-agency-contract— Preserve proportionate user agency over AI actionrule.ai.ux-uncertainty-contract— Communicate evidence and uncertainty at the decision point
Implementations and artifacts
No directly linked artifacts.
Caveats & anti-imitation
Transfer orchestration level selection and visible-control proportionality principles; this source does not govern visual design, token use, or component behaviour.