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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
Automating Google Search Console reporting with Python

Automating Google Search Console reporting with Python

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1 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
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
TryHackMe - VulnNet: dotpy Writeup

TryHackMe - VulnNet: dotpy Writeup

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4 min read
I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

Reconstructing the agent decision path

I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

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9 min read
Building a Stock Trend Predictor for a Market That Has No API

Building a Stock Trend Predictor for a Market That Has No API

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6 min read
Tracking Google Rankings Across Devices with Python and SERP APIs

Tracking Google Rankings Across Devices with Python and SERP APIs

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1 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
Descript bills you on two meters at once. I modeled it in Python to find which plan actually fits.

Descript bills you on two meters at once. I modeled it in Python to find which plan actually fits.

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6 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
How I Built an FTIR Analysis Platform with Claude (and What I Learned About AI-Assisted Development)

How I Built an FTIR Analysis Platform with Claude (and What I Learned About AI-Assisted Development)

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4 min read
Streaming TTS under 300 ms: 6 mistakes that killed our latency and how we fixed them

Streaming TTS under 300 ms: 6 mistakes that killed our latency and how we fixed them

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5 min read
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