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Jay

Writing about LLM evals, AI agents, and the boring infra underneath them all.

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My Google ADK agent passed every CI test, then booked a fake restaurant
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Jay

My Google ADK agent passed every CI test, then booked a fake restaurant

#ai #agents #google #programming
1
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5 min read

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

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

#ai #llm #aimodels #developer
2
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14 min read
I Benchmarked the Voice AI Stack in May 2026: What Actually Holds Up in Production
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Jay

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

#voiceai #llm #ai #machinelearning
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12 min read
How I Built a Self-Improving AI Agent Pipeline That Fixes Its Own Failures
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Jay

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

#ai #llm #machinelearning #agentdev
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6 min read
Your APM Tool Won't Catch Voice AI Failures. Here's What Actually Needs Monitoring
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Jay

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

#ai #llm #observability #voiceai
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6 min read
From 66% to 96%: How I Fixed a Drive-Thru Voice Agent Before It Took a Single Real Call
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Jay

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

#ai #llm #agents #voiceai
1
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4 min read
The MCP Evaluation Framework Nobody Talks About (But Should)
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Jay

The MCP Evaluation Framework Nobody Talks About (But Should)

#ai #mcp #agents
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6 min read
How I Audited My Infra After the LiteLLM Supply Chain Attack (And What I'm Doing Differently Now)
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Jay

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

#security #python #ai #devops
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7 min read
What Is Tool Chaining in LLMs? Why It Breaks and How to Think About Orchestration
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Jay

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

#ai #llm #python #architecture
2
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7 min read
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