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Why Build a Local MCP Server (And How to Do It in 15 Minutes)

Why Build a Local MCP Server (And How to Do It in 15 Minutes)

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4 min read
Bypassing the "Pandas RAM Tax": Building a Zero-Copy CSV Extractor in C

Bypassing the "Pandas RAM Tax": Building a Zero-Copy CSV Extractor in C

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2 min read
FastAPI Async+Pytest, Event Loop Trap

FastAPI Async+Pytest, Event Loop Trap

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5 min read
I built a browser-based coding education platform as a CS student, here's how

I built a browser-based coding education platform as a CS student, here's how

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1 min read
Tuning ML hyperparameters with a swarm optimizer inspired by parrot behavior

Tuning ML hyperparameters with a swarm optimizer inspired by parrot behavior

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7 min read
Async PyMongo in FastAPI

Async PyMongo in FastAPI

6
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18 min read
Context budget optimization: how to design MCP tools that don't waste tokens

Context budget optimization: how to design MCP tools that don't waste tokens

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4 min read
Why I stopped putting LLMs in my agent memory retrieval path

Why I stopped putting LLMs in my agent memory retrieval path

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3 min read
How to See Inside Your AI Model in 3 Lines of Python

How to See Inside Your AI Model in 3 Lines of Python

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3 min read
Reframing the Developer Experience of Data Assembly: pydantic-resolve vs SQLAlchemy ORM Query Patterns

Reframing the Developer Experience of Data Assembly: pydantic-resolve vs SQLAlchemy ORM Query Patterns

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13 min read
Your ML Model Is Lying to You — Here's How to Catch It.

Your ML Model Is Lying to You — Here's How to Catch It.

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10 min read
Reading Modbus RTU Data with Python

Reading Modbus RTU Data with Python

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3 min read
Persistent Agent Memory in LangGraph

Persistent Agent Memory in LangGraph

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10 min read
How We Rerank 565K Products Using Deep Learning

How We Rerank 565K Products Using Deep Learning

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4 min read
[01] Building a Personal ALM System — Your Life as a Database Schema

[01] Building a Personal ALM System — Your Life as a Database Schema

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6 min read
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