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Jay

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Joined on Mar 24, 2026

Cover image for I Compared the Best LLMs in May 2026: What Actually Matters in Production

Jay

May 12

I Compared the Best LLMs in May 2026: What Actually Matters in Production

#ai #llm #aimodels #developer

14 min read

Cover image for I Benchmarked the Voice AI Stack in May 2026: What Actually Holds Up in Production

Jay

May 11

I Benchmarked the Voice AI Stack in May 2026: What Actually Holds Up in Production

#voiceai #llm #ai #machinelearning

12 min read

Cover image for How I Built a Self-Improving AI Agent Pipeline That Fixes Its Own Failures

Jay

May 4

How I Built a Self-Improving AI Agent Pipeline That Fixes Its Own Failures

#ai #llm #machinelearning #agentdev

6 min read

Cover image for Your APM Tool Won't Catch Voice AI Failures. Here's What Actually Needs Monitoring

Jay

Apr 15

Your APM Tool Won't Catch Voice AI Failures. Here's What Actually Needs Monitoring

#ai #llm #observability #voiceai

6 min read

Cover image for From 66% to 96%: How I Fixed a Drive-Thru Voice Agent Before It Took a Single Real Call

Jay

Apr 14

From 66% to 96%: How I Fixed a Drive-Thru Voice Agent Before It Took a Single Real Call

#ai #llm #agents #voiceai

4 min read

Cover image for The MCP Evaluation Framework Nobody Talks About (But Should)

Jay

Apr 8

The MCP Evaluation Framework Nobody Talks About (But Should)

#ai #mcp #agents

6 min read

Cover image for How I Audited My Infra After the LiteLLM Supply Chain Attack (And What I'm Doing Differently Now)

Jay

Apr 6

How I Audited My Infra After the LiteLLM Supply Chain Attack (And What I'm Doing Differently Now)

#security #python #ai #devops

7 min read

Cover image for What Is Tool Chaining in LLMs? Why It Breaks and How to Think About Orchestration

Jay

Mar 25

What Is Tool Chaining in LLMs? Why It Breaks and How to Think About Orchestration

#ai #llm #python #architecture

7 min read

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