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Building a Vishing-Shield AI: My 1-Day Python Project for Voice Phishing Detection

Building a Vishing-Shield AI: My 1-Day Python Project for Voice Phishing Detection

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1 min read
Phase 0 : Building My First FastAPI App: Setup, Git, and Secrets Done Right

Phase 0 : Building My First FastAPI App: Setup, Git, and Secrets Done Right

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6 min read
KYC webhooks arrive out of order, so rank the decisions

KYC webhooks arrive out of order, so rank the decisions

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5 min read
The Silent Scheduled-Task Failure Nobody Warns You About (And How I Caught It)

The Silent Scheduled-Task Failure Nobody Warns You About (And How I Caught It)

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4 min read
I made FLUX 1.16 faster on an M5 Max. Then I found out my quality gate was measuring the wrong thing.

I made FLUX 1.16 faster on an M5 Max. Then I found out my quality gate was measuring the wrong thing.

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7 min read
How I built a pure Python DNA Genome assembler using B&B

How I built a pure Python DNA Genome assembler using B&B

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1 min read
How to Use the Google Flights API in 2026 (Python, MCP, and a No-Code Shortcut)

How to Use the Google Flights API in 2026 (Python, MCP, and a No-Code Shortcut)

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6 min read
An AI agent graded its own poll loop as 'event-driven'. I read the code instead.

An AI agent graded its own poll loop as 'event-driven'. I read the code instead.

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4 min read
The LLM Was the Easy Part: Building a Hybrid RAG API

The LLM Was the Easy Part: Building a Hybrid RAG API

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7 min read
Create a Custom AI PR Reviewer from scratch with GitHub Actions

Create a Custom AI PR Reviewer from scratch with GitHub Actions

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6 min read
I Kept Losing the "Why" Behind My Code Every Time I Closed an AI Chat, So I Built a Tiny Tool to Save It

I Kept Losing the "Why" Behind My Code Every Time I Closed an AI Chat, So I Built a Tiny Tool to Save It

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4 min read
My Idempotency Guard Exists to Survive One Specific Error. That Error Made It Fail Open.

My Idempotency Guard Exists to Survive One Specific Error. That Error Made It Fail Open.

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5 min read
My MCP Tool Fetches Before It Writes and Logs Every Change. It Never Checked Whether There Was Anything to Change.

My MCP Tool Fetches Before It Writes and Logs Every Change. It Never Checked Whether There Was Anything to Change.

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4 min read
What I Learned Reviewing 200 Python Interview Questions

What I Learned Reviewing 200 Python Interview Questions

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3 min read
Building an AI Linux Security Assistant: From SSH Logs to Automated Threat Detection

Building an AI Linux Security Assistant: From SSH Logs to Automated Threat Detection

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3 min read
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