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I built the first OSS federated threat-intel feed for LLM prompt injection. Here's how it works — and why no one else did.

I built the first OSS federated threat-intel feed for LLM prompt injection. Here's how it works — and why no one else did.

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6 min read
Python Exception Handling: Tracing try/except/else/finally Blocks

Python Exception Handling: Tracing try/except/else/finally Blocks

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2 min read
Building a Production Data Pipeline with Incremental Loading and dbt

Building a Production Data Pipeline with Incremental Loading and dbt

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3 min read
The day my bot refused its own headlines and I actually cheered

The day my bot refused its own headlines and I actually cheered

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4 min read
Building a Telegram crypto-alert bot with Redis Streams — and the false-positive problem nobody warns you about

Building a Telegram crypto-alert bot with Redis Streams — and the false-positive problem nobody warns you about

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4 min read
How I built a lightweight standalone behavioral anti-stealer to protect my Windows environment

How I built a lightweight standalone behavioral anti-stealer to protect my Windows environment

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2 min read
My Comment-Reply Bot Hit a Wall the Docs Never Mentioned. That Wall Turned Out to Be a Security Feature.

My Comment-Reply Bot Hit a Wall the Docs Never Mentioned. That Wall Turned Out to Be a Security Feature.

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4 min read
Run Python in-process from .NET with CSnakes

Run Python in-process from .NET with CSnakes

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3 min read
Building SkipCalls: What Production Voice AI Taught Me About Phone Agents

Building SkipCalls: What Production Voice AI Taught Me About Phone Agents

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3 min read
pdf-inspector를 한글 PDF로 직접 재봤다 — 합격, 그런데 한 군데서 무너졌다

pdf-inspector를 한글 PDF로 직접 재봤다 — 합격, 그런데 한 군데서 무너졌다

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1 min read
Build a Bounded JSON Repair Loop for LLM Output in Python

Build a Bounded JSON Repair Loop for LLM Output in Python

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2 min read
I Built an AI Memory Agent That Forgets on Purpose — Then Spent Two Days Proving It Actually Works

Salience scores and exponential decay math

I Built an AI Memory Agent That Forgets on Purpose — Then Spent Two Days Proving It Actually Works

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5 min read
I Pitted China's Best Open AI Models Against Each Other

I Pitted China's Best Open AI Models Against Each Other

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8 min read
claude-real-video: feeding an LLM the frames that actually matter

claude-real-video: feeding an LLM the frames that actually matter

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3 min read
Python PostgreSQL with asyncpg: Async Database Operations

Python PostgreSQL with asyncpg: Async Database Operations

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3 min read
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