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# llm

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From Prototype to Production: The State of Generative AI Development in 2025

From Prototype to Production: The State of Generative AI Development in 2025

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3 min read
Teaching an LLM to Write Assembly: GBNF-Constrained Generation for a Custom 8-Bit CPU

Teaching an LLM to Write Assembly: GBNF-Constrained Generation for a Custom 8-Bit CPU

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13 min read
A Máquina que "Lê" Código: Entre o Autocompletar e o Entendimento

A Máquina que "Lê" Código: Entre o Autocompletar e o Entendimento

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15 min read
Opensource No-Code MCP Builder from API Endpoints with Built-in Log Tracer

Opensource No-Code MCP Builder from API Endpoints with Built-in Log Tracer

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1 min read
How to Debug LLM Failures: A Practical, End-to-End Guide for AI Engineers

How to Debug LLM Failures: A Practical, End-to-End Guide for AI Engineers

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6 min read
Symfony AI 1.0: PHP’s Native AI Era Begins

Symfony AI 1.0: PHP’s Native AI Era Begins

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5 min read
How Does Gemini 3 Process Our Queries?

How Does Gemini 3 Process Our Queries?

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3 min read
When long chats slowly change the rules: context drift in AI-assisted coding

When long chats slowly change the rules: context drift in AI-assisted coding

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3 min read
PR reviews are dead

PR reviews are dead

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4 min read
When long chats change the model (and your build breaks)

When long chats change the model (and your build breaks)

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3 min read
When long chats quietly sabotage code: context drift and hidden errors

When long chats quietly sabotage code: context drift and hidden errors

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4 min read
When long conversations cause context drift and hidden errors

When long conversations cause context drift and hidden errors

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3 min read
When long chats go wrong

When long chats go wrong

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3 min read
JSON vs TOON for AI Prompts: Why Developers Should Care (Now)

JSON vs TOON for AI Prompts: Why Developers Should Care (Now)

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3 min read
We hosted a Live Session on Gemini 3 Pro Preview. Here's how it went.

We hosted a Live Session on Gemini 3 Pro Preview. Here's how it went.

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5 min read
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