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Eugene Yan

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Patterns for Building Cybersecurity Evals A sandboxed target, inputs that influence task difficulty, tools, and a grader.
21st Jun 2026
1

Patterns for Building Cybersecurity Evals

from Eugene Yan [alt+shift+b] in AI

21st Jun 2026
A sandboxed target, inputs that influence task difficulty, tools, and a grader.
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How to Work and Compound with AI Context as infra, taste as config, verification for autonomy, scale via delegation, closing the...
3rd May 2026
1

How to Work and Compound with AI

from Eugene Yan [alt+shift+b] in AI

3rd May 2026
Context as infra, taste as config, verification for autonomy, scale via delegation, closing the loop.
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2025 Year in Review An eventful year of progress in health and career, while making time for travel and reflection.
14th Dec 2025
1

2025 Year in Review

from Eugene Yan [alt+shift+b] in AI

14th Dec 2025
An eventful year of progress in health and career, while making time for travel and reflection.
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Product Evals in Three Simple Steps Label some data, align LLM-evaluators, and run the eval harness with each change.
23rd Nov 2025
1

Product Evals in Three Simple Steps

from Eugene Yan [alt+shift+b] in AI

23rd Nov 2025
Label some data, align LLM-evaluators, and run the eval harness with each change.
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Advice for New Principal Tech ICs (i.e., Notes to Myself) Based on what I've learned from role models and mentors in Amazon
19th Oct 2025
1

Advice for New Principal Tech ICs (i.e., Notes to Myself)

from Eugene Yan [alt+shift+b] in AI

19th Oct 2025
Based on what I've learned from role models and mentors in Amazon
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Training an LLM-RecSys Hybrid for Steerable Recs with Semantic IDs An LLM that can converse in English & item IDs, and make recommendations w/o retrieval or tools.
14th Sep 2025
1

Training an LLM-RecSys Hybrid for Steerable Recs with Semantic IDs

from Eugene Yan [alt+shift+b] in AI

14th Sep 2025
An LLM that can converse in English & item IDs, and make recommendations w/o retrieval or tools.
Direct Link [→] Remove from reading list Add to reading list [alt+a]
Building News Agents for Daily News Recaps with MCP, Q, and tmux Learning to automate simple agentic workflows with Amazon Q CLI, Anthropic MCP, and tmux.
4th May 2025
1

Building News Agents for Daily News Recaps with MCP, Q, and tmux

from Eugene Yan [alt+shift+b] in AI

4th May 2025
Learning to automate simple agentic workflows with Amazon Q CLI, Anthropic MCP, and tmux.
Direct Link [→] Remove from reading list Add to reading list [alt+a]
An LLM-as-Judge Won't Save The Product—Fixing Your Process Will Applying the scientific method, building via eval-driven development, and monitoring AI output.
20th Apr 2025
1

An LLM-as-Judge Won't Save The Product—Fixing Your Process Will

from Eugene Yan [alt+shift+b] in AI

20th Apr 2025
Applying the scientific method, building via eval-driven development, and monitoring AI output.
Direct Link [→] Remove from reading list Add to reading list [alt+a]
Improving Recommendation Systems & Search in the Age of LLMs Model architectures, data generation, training paradigms, and unified frameworks inspired by LLMs.
16th Mar 2025
1

Improving Recommendation Systems & Search in the Age of LLMs

from Eugene Yan [alt+shift+b] in AI

16th Mar 2025
Model architectures, data generation, training paradigms, and unified frameworks inspired by LLMs.
Direct Link [→] Remove from reading list Add to reading list [alt+a]
Building AI Reading Club: Features & Behind the Scenes Exploring how an AI-powered reading experience could look like.
12th Jan 2025
1

Building AI Reading Club: Features & Behind the Scenes

from Eugene Yan [alt+shift+b] in AI

12th Jan 2025
Exploring how an AI-powered reading experience could look like.
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