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When Your Tool Returns Garbage, Agents Loop Forever. Here's the 30-Line Guard.

When Your Tool Returns Garbage, Agents Loop Forever. Here's the 30-Line Guard.

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7 min read
Migrating Apache Iceberg Tables Between AWS Accounts: What Nobody Tells You

Migrating Apache Iceberg Tables Between AWS Accounts: What Nobody Tells You

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6 min read
Building Production-Ready Semantic Search with Python and Snowflake Cortex

Building Production-Ready Semantic Search with Python and Snowflake Cortex

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10 min read
Building an MCP-Native Prompt Tool: Architecture Decisions

Building an MCP-Native Prompt Tool: Architecture Decisions

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6 min read
Rate limiting com Redis para um SaaS freemium: a arquitetura por trás de 3 tiers

Rate limiting com Redis para um SaaS freemium: a arquitetura por trás de 3 tiers

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5 min read
I Built a PDF Toolkit as a Student (And Deployed It for Free)

I Built a PDF Toolkit as a Student (And Deployed It for Free)

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5 min read
pytest-mock: Cleaner Mocking With the mocker Fixture

pytest-mock: Cleaner Mocking With the mocker Fixture

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4 min read
How We Built Runtime Security for AI Agents

How We Built Runtime Security for AI Agents

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6 min read
Source Score: Continuing Exploration of LLM Usage in Automated Workflows

Source Score: Continuing Exploration of LLM Usage in Automated Workflows

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8 min read
Why RAG Pipelines Silently Hallucinate — And The Decay Score That Catches It Before The LLM Does

Why RAG Pipelines Silently Hallucinate — And The Decay Score That Catches It Before The LLM Does

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2 min read
Is That Really 'a'? How Homoglyph Attacks Bypass LLM Security Filters (with Python examples)

Is That Really 'a'? How Homoglyph Attacks Bypass LLM Security Filters (with Python examples)

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6 min read
Two architectures that didn't help small-model agent memory on a free T4

Two architectures that didn't help small-model agent memory on a free T4

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12 min read
How to Safely Run AI-Generated Code with SmolVM (Open-Source MicroVM Sandbox)

How to Safely Run AI-Generated Code with SmolVM (Open-Source MicroVM Sandbox)

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8 min read
Building Production-Ready APIs with FastAPI

Building Production-Ready APIs with FastAPI

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4 min read
How to Detect AI-Generated Text in User Submissions

How to Detect AI-Generated Text in User Submissions

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5 min read
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