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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
Why Most AI Agents Fail in Production (The 3 Patterns That Actually Work

Why Most AI Agents Fail in Production (The 3 Patterns That Actually Work

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4 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
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
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
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
Building Reliable RAG Pipelines: From Prototype to Production

Building Reliable RAG Pipelines: From Prototype to Production

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3 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
Building Mithridatium: Detecting Hidden Backdoors in ML Models

Building Mithridatium: Detecting Hidden Backdoors in ML Models

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4 min read
Structured Context Before AI: The Rule That Made My Legacy Analysis Tool Useful

Structured Context Before AI: The Rule That Made My Legacy Analysis Tool Useful

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3 min read
I Built a Q&A Bot for My Docs and Almost Gave Up (Here's What Worked)

I Built a Q&A Bot for My Docs and Almost Gave Up (Here's What Worked)

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4 min read
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