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ELI — a local AI assistant where the LLM isn't the source of truth

ELI — a local AI assistant where the LLM isn't the source of truth

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1 min read
Refactoring a Django View into a Service Layer: What I Learned Building a Real Order System

Refactoring a Django View into a Service Layer: What I Learned Building a Real Order System

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5 min read
Mainframe Modernization with Python for High-Volume Transaction Processing

Mainframe Modernization with Python for High-Volume Transaction Processing

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1 min read
From Idea to Terminal: How I Built My First LLM-Powered CLI Tool (And What I'd Do Differently)

From Idea to Terminal: How I Built My First LLM-Powered CLI Tool (And What I'd Do Differently)

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6 min read
How do you form a group nobody can admit they're in?

How do you form a group nobody can admit they're in?

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6 min read
The Suite Was Green. Four Binding Controls Hadn't Established Their Claims.

The Suite Was Green. Four Binding Controls Hadn't Established Their Claims.

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15 min read
I Wish I Knew AI Coding Models Sooner — Here's the Full Breakdown

I Wish I Knew AI Coding Models Sooner — Here's the Full Breakdown

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6 min read
Day 19/30: 3-Agent Content Pipeline

Day 19/30: 3-Agent Content Pipeline

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2 min read
"My MCP Tool's Docstring Promised 'limit: 1-100.' Passing -1 Returned Almost Everything, Not Nothing."

"My MCP Tool's Docstring Promised 'limit: 1-100.' Passing -1 Returned Almost Everything, Not Nothing."

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4 min read
Fast ASR for Voice Agents: Bring Your Own Turn Detection

Fast ASR for Voice Agents: Bring Your Own Turn Detection

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6 min read
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
Environment Variables the Safe Way

Environment Variables the Safe Way

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3 min read
Building AI Agents with the Python Agent Development Kit (ADK) — 2026 Edition (v2)

Building AI Agents with the Python Agent Development Kit (ADK) — 2026 Edition (v2)

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8 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
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