Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag
by Anthropic
Anthropic's engineers make the case for Skills-first agent design.
Overview
'Don't Build Agents, Build Skills Instead' is a talk delivered by Barry Zhang and Mahesh Murag of Anthropic (published on Anthropic's YouTube channel) advocating that developers focus on building reusable skill components rather than constructing monolithic, one-off agent systems. The talk emphasizes modularity and composability as the right architectural approach to AI system design, mirroring the argument in Anthropic's engineering writing that Skills are a more composable, scalable, and portable way to equip agents with domain expertise. It is a useful companion to the written 'Equipping agents for the real world with Agent Skills' post for those who prefer to hear the reasoning directly from the people who built Skills.
At a Glance
- Topic
- Skills
- Level
- Intermediate
- Format
- Video
- Cost
- Free
- Provider
- Anthropic
- Hands-on
- No
- Certificate
- None
What You’ll Learn
- ✓Why a Skills-first approach beats building monolithic agents
- ✓How modularity and composability shape robust agent design
- ✓The design philosophy behind Agent Skills, from the team that built them
Highlights
- •Presented by Anthropic engineers Barry Zhang and Mahesh Murag
- •Talk-format companion to the engineering blog post
- •Focuses on architectural mindset, not just mechanics
Who It’s For
Best For
- ✓Engineers who learn best from conference talks
- ✓Architects deciding between agents and Skills
Prerequisites
- •Basic understanding of LLM agents
- •Awareness of what Agent Skills are
FAQ
What is Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag?
A talk from Anthropic's Barry Zhang and Mahesh Murag arguing for building reusable Skills rather than monolithic agents, emphasizing modularity and composability. Best for engineers who prefer to absorb the design philosophy in talk form.
Is Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag free?
Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag is free to access.
What level is Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag for?
Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag is aimed at a intermediate audience. Recommended background: Basic understanding of LLM agents, Awareness of what Agent Skills are.
What will I learn from Don't Build Agents, Build Skills Instead — Barry Zhang & Mahesh Murag?
You'll learn: Why a Skills-first approach beats building monolithic agents; How modularity and composability shape robust agent design; The design philosophy behind Agent Skills, from the team that built them.