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AI Agents, Source Context, and Prompt History: A New Software Development Paradigm

AI Agents, Source Context, and Prompt History: A New Software Development Paradigm

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5 min read
5 Risks Every AI Agent Can Cause in Production (and How to Monitor Them)

5 Risks Every AI Agent Can Cause in Production (and How to Monitor Them)

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7 min read
How My AI Agent's Memory Created an Optimism Feedback Loop

How My AI Agent's Memory Created an Optimism Feedback Loop

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3 min read
Anatomy of a RAG System Architecture

Anatomy of a RAG System Architecture

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5 min read
I Have an MCP Server. What Now? (The Production Checklist)

I Have an MCP Server. What Now? (The Production Checklist)

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9 min read
I evaluated 700+ AI responses across 5 quality axes — here's the complete dataset and what it reveals

I evaluated 700+ AI responses across 5 quality axes — here's the complete dataset and what it reveals

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6 min read
The Kernel of the New Stack: Why We are Building ON AI, Not With It

The Kernel of the New Stack: Why We are Building ON AI, Not With It

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2 min read
I Got Tired of Googling "Can My GPU Run This LLM?" So I Built This

I Got Tired of Googling "Can My GPU Run This LLM?" So I Built This

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3 min read
Why Does AI Keep Saying "It's Not X, It's Y"?

Why Does AI Keep Saying "It's Not X, It's Y"?

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6 min read
I built a Chrome extension that X-rays AI responses — here's what I learned about LLM quality

I built a Chrome extension that X-rays AI responses — here's what I learned about LLM quality

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3 min read
The Complete Guide to AI Agent Observability in Production

The Complete Guide to AI Agent Observability in Production

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9 min read
Fine-Tuning LLMs on Apple Silicon: New Tools Enable Local Prototyping, Reducing Cloud GPU Dependency

Fine-Tuning LLMs on Apple Silicon: New Tools Enable Local Prototyping, Reducing Cloud GPU Dependency

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19 min read
Reading list (10th - 16th of March)

Reading list (10th - 16th of March)

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5 min read
Migrating to Vertex AI: A Practical Guide to LLM Tooling Refactoring and SSE Streaming Stability in Python

Migrating to Vertex AI: A Practical Guide to LLM Tooling Refactoring and SSE Streaming Stability in Python

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8 min read
Ayudando a otros... Día 1: Generador de Entrenamientos Garmin desde Train2Go: Híbrido Regex + LLM

Ayudando a otros... Día 1: Generador de Entrenamientos Garmin desde Train2Go: Híbrido Regex + LLM

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4 min read
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