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# llm

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I gave my AI agent database access. Then I built a firewall so it couldn't wipe prod.

I gave my AI agent database access. Then I built a firewall so it couldn't wipe prod.

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3 min read
Handling Multi-Model API Outages Without Melting Production

Handling Multi-Model API Outages Without Melting Production

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7 min read
I edited a system prompt and had no way to prove it changed anything. So I built a measurement tool.

I edited a system prompt and had no way to prove it changed anything. So I built a measurement tool.

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3 min read
Building Production-Ready AI Applications with FastAPI and Large Language Models

Building Production-Ready AI Applications with FastAPI and Large Language Models

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2 min read
Show Dev: Weavz — Governed app access for AI agents

Show Dev: Weavz — Governed app access for AI agents

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1 min read
Why Prompt Injection Won't Be "Fixed"

Why Prompt Injection Won't Be "Fixed"

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9 min read
Building RAGEval: My Journey from Problem to Production Foundation in 2 Days

Building RAGEval: My Journey from Problem to Production Foundation in 2 Days

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9 min read
Why Attention Becomes the Bottleneck — And How Efficient Attention Fixes It

Why Attention Becomes the Bottleneck — And How Efficient Attention Fixes It

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3 min read
My AI Agent Writes Great Code and Forgets All of It by Tomorrow

My AI Agent Writes Great Code and Forgets All of It by Tomorrow

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4 min read
Why AI Agents Forget, And How to Build Memory That Actually Works in Production

Why AI Agents Forget, And How to Build Memory That Actually Works in Production

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5 min read
A2A vs MCP: Do AI Agents Really Need Both Protocols?

A2A vs MCP: Do AI Agents Really Need Both Protocols?

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16 min read
How I Built a Carbon Footprint Tracker with Django + NVIDIA NIM

How I Built a Carbon Footprint Tracker with Django + NVIDIA NIM

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3 min read
The Agentic Protocol Stack: How MCP, A2A, A2UI, and AG-UI Fit Together

The Agentic Protocol Stack: How MCP, A2A, A2UI, and AG-UI Fit Together

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14 min read
GLM 5.2 Is Now Available on TokenBay: Testing It with the OpenAI SDK

GLM 5.2 Is Now Available on TokenBay: Testing It with the OpenAI SDK

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5 min read
I built an interactive 11-chapter guide to how LLM inference actually works

I built an interactive 11-chapter guide to how LLM inference actually works

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2 min read
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