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Nelson Amaya

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The illusion of the cloud and data sovereignty

The illusion of the cloud and data sovereignty

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2 min read
How to Get Ideas for Building Agents

How to Get Ideas for Building Agents

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2 min read
The Difference Between Automation and Agentic AI

The Difference Between Automation and Agentic AI

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2 min read
What type of agents can you run in SAFi?

What type of agents can you run in SAFi?

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3 min read
Linux is the operating system for building AI agents

Linux is the operating system for building AI agents

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2 min read
Will AI agents really replace software engineers and developers?

Will AI agents really replace software engineers and developers?

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2 min read
AI Governance Must Be Runtime and Deterministic

AI Governance Must Be Runtime and Deterministic

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2 min read
How AI Is Redefining the Value of Software

How AI Is Redefining the Value of Software

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1 min read
Are AI agents ready for the enterprise?

Are AI agents ready for the enterprise?

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AI Hallucinations Are Not a Bug, They're a Feature

AI Hallucinations Are Not a Bug, They're a Feature

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3 min read
Building a Deterministic Layer on Top of Large Language Models

Building a Deterministic Layer on Top of Large Language Models

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11 min read
The Judge Must Interpret Meaning: Why Probabilistic LLMs Require Deterministic Rules

The Judge Must Interpret Meaning: Why Probabilistic LLMs Require Deterministic Rules

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4 min read
SAFi Explained: Synderesis

SAFi Explained: Synderesis

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1 min read
What is an AI Agent? Beyond the Chatbot

What is an AI Agent? Beyond the Chatbot

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3 min read
AI in Plato's Cave

AI in Plato's Cave

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I Don't See the Value in Frontier AI Models Anymore

I Don't See the Value in Frontier AI Models Anymore

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3 min read
SAFi Licensing Explained: Open Source Freedom with Built-In Governance

SAFi Licensing Explained: Open Source Freedom with Built-In Governance

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4 min read
Software as a Commodity (And Code as a Liability)

Software as a Commodity (And Code as a Liability)

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2 min read
Why Governance Must Be Tested at Runtime

Why Governance Must Be Tested at Runtime

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AI Is Not a Magic Wand

AI Is Not a Magic Wand

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How to Install an MCP Server from the Official Registry

How to Install an MCP Server from the Official Registry

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10 min read
How to Block PII Before It Reaches a Language Model

How to Block PII Before It Reaches a Language Model

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6 min read
Are LLMs Sentient? Why AI is Driven by Statistical Efficiency, Not Consciousness

Are LLMs Sentient? Why AI is Driven by Statistical Efficiency, Not Consciousness

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3 min read
Deterministic vs. Probabilistic DLP: Why Regex and Luhn Checks Beat LLM-as-a-Judge for PII

Deterministic vs. Probabilistic DLP: Why Regex and Luhn Checks Beat LLM-as-a-Judge for PII

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3 min read
Closed-Source vs Open-Source AI for Regulated Industries

Closed-Source vs Open-Source AI for Regulated Industries

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2 min read
How to Limit the Tool Calls an AI Agent Can Make

How to Limit the Tool Calls an AI Agent Can Make

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1 min read
Claude Fable Refuses to Explain Itself

Claude Fable Refuses to Explain Itself

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2 min read
Large Language Models Are Naturally Probabilistic

Large Language Models Are Naturally Probabilistic

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Why Self-Hosting Your AI Is Better When You Care About Data Privacy and Controls

Why Self-Hosting Your AI Is Better When You Care About Data Privacy and Controls

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Not Every AI Task Requires a Frontier Model

Not Every AI Task Requires a Frontier Model

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5 min read
Why SAFi Is Going All In on Progressive Web Apps

Why SAFi Is Going All In on Progressive Web Apps

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4 min read
The Model That Refused to Explain Itself

The Model That Refused to Explain Itself

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3 min read
Phase 0: A Security Boundary Before AI Reasoning

Phase 0: A Security Boundary Before AI Reasoning

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2 min read
ISO/IEC 42001 Readiness: Where an AI Governance Engine Fits in an AIMS

ISO/IEC 42001 Readiness: Where an AI Governance Engine Fits in an AIMS

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5 min read
When AI Agents Go Rogue, Governance Must Be in the Runtime

When AI Agents Go Rogue, Governance Must Be in the Runtime

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4 min read
SAFi: Governance as the Runtime, Not an Add-On

SAFi: Governance as the Runtime, Not an Add-On

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7 min read
The Five Faculties: A Tour of SAFi's Cognitive Architecture

The Five Faculties: A Tour of SAFi's Cognitive Architecture

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5 min read
AI Alignment is a Systems Architecture Problem, Not a Prompt Problem

AI Alignment is a Systems Architecture Problem, Not a Prompt Problem

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I Got Tired of LLMs Hallucinating Compliance, So I Built an Open-Source Governance Layer

I Got Tired of LLMs Hallucinating Compliance, So I Built an Open-Source Governance Layer

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3 min read
I Built a Feedback Loop That Coaches LLMs at Runtime Using NumPy

I Built a Feedback Loop That Coaches LLMs at Runtime Using NumPy

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3 min read
I Built a Runtime Governance Engine Based on 13th-Century Philosophy. Here is How it Works.

I Built a Runtime Governance Engine Based on 13th-Century Philosophy. Here is How it Works.

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3 min read
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