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Your Python Tool Needs Persistence - It Doesn't Need a Database Server

Your Python Tool Needs Persistence - It Doesn't Need a Database Server

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6 min read
Python Celery Task Queues for Video Metadata Processing

Python Celery Task Queues for Video Metadata Processing

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3 min read
How to Serve a PyTorch Model with FastAPI: A Complete Guide

How to Serve a PyTorch Model with FastAPI: A Complete Guide

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4 min read
Moving DeepSeek-R1 from Transformers to vLLM: A 14x Throughput Boost

Moving DeepSeek-R1 from Transformers to vLLM: A 14x Throughput Boost

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4 min read
From Broken Repo to Policy-Gated Deployment Platform: Building SwiftDeploy from Scratch

From Broken Repo to Policy-Gated Deployment Platform: Building SwiftDeploy from Scratch

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12 min read
I built Linkx — SSH file transfer for Termux because USB cables were killing my ports

I built Linkx — SSH file transfer for Termux because USB cables were killing my ports

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1 min read
"Killing the 5-MCP setup tax with one PyPI package and Device Code Flow"

"Killing the 5-MCP setup tax with one PyPI package and Device Code Flow"

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10 min read
I Built a Real-Time DDoS Detection Engine from Scratch - Here's Every Decision I Made

I Built a Real-Time DDoS Detection Engine from Scratch - Here's Every Decision I Made

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10 min read
How to Stream Stable Millisecond Ticks for Gold & Silver

How to Stream Stable Millisecond Ticks for Gold & Silver

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2 min read
LongTrainer: The Production-Ready Python RAG Framework That Replaces 500 Lines of LangChain Boilerplate

LongTrainer: The Production-Ready Python RAG Framework That Replaces 500 Lines of LangChain Boilerplate

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8 min read
Setting Up AI Development with uv — Start a Claude SDK Project in Under 1 Second

Setting Up AI Development with uv — Start a Claude SDK Project in Under 1 Second

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8 min read
The "Logic Span": Using OpenTelemetry to Trace Hallucinations

The "Logic Span": Using OpenTelemetry to Trace Hallucinations

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4 min read
Three Security Issues Specific to Multi-Agent AI Systems (OWASP Agentic AI Top 10)

Three Security Issues Specific to Multi-Agent AI Systems (OWASP Agentic AI Top 10)

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5 min read
Local Deep Research: Run Your Own AI Research Assistant, Fully Private

Local Deep Research: Run Your Own AI Research Assistant, Fully Private

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6 min read
I Built a Tool That Blocks Bad Deployments (So I Stop Breaking Things at 2AM)

I Built a Tool That Blocks Bad Deployments (So I Stop Breaking Things at 2AM)

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5 min read
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