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Declarations from the Periphery: From Genesis to the Sovereign Edge

Declarations from the Periphery: From Genesis to the Sovereign Edge

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6 min read
Beyond Rule-Based Gateways: Implementing a Layer 5 Homeostatic Radar for Fintech Ingestion via Python

Beyond Rule-Based Gateways: Implementing a Layer 5 Homeostatic Radar for Fintech Ingestion via Python

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2 min read
Format-preserving encryption for PII in Polars: FF3-1 vs FF1 for RUT, CPF, and DNI

Format-preserving encryption for PII in Polars: FF3-1 vs FF1 for RUT, CPF, and DNI

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6 min read
Diff from the live server, not from your git history — when a local repo has drifted from production

Diff from the live server, not from your git history — when a local repo has drifted from production

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4 min read
Scanning LangChain with AgentGuard: 380 Security Findings in the World's Most Popular Agent Framework

Scanning LangChain with AgentGuard: 380 Security Findings in the World's Most Popular Agent Framework

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2 min read
I Open-Sourced the SEC 8-K Classifier Powering My Forensic Tool — Here's the Taxonomy

I Open-Sourced the SEC 8-K Classifier Powering My Forensic Tool — Here's the Taxonomy

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3 min read
One prompt, three memories: building a memory-governance agent with Qwen

One prompt, three memories: building a memory-governance agent with Qwen

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4 min read
I Built an AI Life Planner the Month I Graduated and Switched to Linux Halfway Through

I Built an AI Life Planner the Month I Graduated and Switched to Linux Halfway Through

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8 min read
LangChain + OpenAI-Compatible APIs: Debug Base URL Before RAG or Agents

LangChain + OpenAI-Compatible APIs: Debug Base URL Before RAG or Agents

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3 min read
How to Use the NanoGPT API with Python — A Developers Guide

How to Use the NanoGPT API with Python — A Developers Guide

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5 min read
Practical RAG, Part 1: The Simplest RAG That Actually Works

Practical RAG, Part 1: The Simplest RAG That Actually Works

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5 min read
Who actually feels lost about Germany's new automatic platform and crypto tax reporting? (a pandas cut)

Who actually feels lost about Germany's new automatic platform and crypto tax reporting? (a pandas cut)

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4 min read
Does the month you start predict whether you keep a habit? 1.1M piano learners say yes

Does the month you start predict whether you keep a habit? 1.1M piano learners say yes

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3 min read
My tests were green. My code was wrong. The spec was 3,000 years old.

My tests were green. My code was wrong. The spec was 3,000 years old.

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7 min read
Europe's brain drain: the biggest loser flips when you normalize per 1,000 residents

Europe's brain drain: the biggest loser flips when you normalize per 1,000 residents

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3 min read
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