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Learn. Build. Deploy. 524 articles

Web Scraping with Python and BeautifulSoup

Python Fundamentals

Jul 2025 30 min read

Web Scraping with Python and BeautifulSoup

Build reliable, ethical web scrapers with Python using BeautifulSoup and requests, from basic HTML parsing to production-ready systems with pagination, error handling, and database storage.

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Request Batching Strategies for ML Inference

MLOps & Infrastructure

Jul 2025 36 min read

Request Batching Strategies for ML Inference

You've deployed a large language model to production. Requests arrive individually - sometimes singly, sometimes in bursts.

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Claude Code

Jul 2025 25 min read

Building an Architecture Analyst Agent

You're staring at a codebase that's grown over three years. You know something feels... off. Modules are tightly coupled. Dependencies flow in circles. New features take twice as long to ship.

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Multi-GPU Inference with Tensor and Pipeline Parallelism

MLOps & Infrastructure

Jul 2025 31 min read

Multi-GPU Inference with Tensor and Pipeline Parallelism

You've just deployed a Llama-3-70B model to production, and your inference latency is unacceptable. A single GPU can't hold the weights, and even if it could, token generation is painfully slow.

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HTTP Requests in Python: Consuming REST APIs

Python Fundamentals

Jul 2025 34 min read

HTTP Requests in Python: Consuming REST APIs

Master HTTP requests in Python with the requests library and httpx, covering authentication, error handling, response validation, and retry strategies for consuming REST APIs.

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Disaggregated Prefill and Decode: Next-Generation LLM Serving

AI & Machine Learning

Jul 2025 23 min read

Disaggregated Prefill and Decode: Next-Generation LLM Serving

You're running an LLM service, and something feels off. When request volume spikes, your GPU utilization drops.

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SQLAlchemy ORM: Models, Sessions, and Queries

Python Fundamentals

Jul 2025 43 min read

SQLAlchemy ORM: Models, Sessions, and Queries

Stop scattering raw SQL across your codebase and learn SQLAlchemy 2.0's ORM layer for type-safe models, session management, relationships, and production-ready query patterns.

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Blocking Edits to Protected Files with Hooks

Claude Code

Jul 2025 29 min read

Blocking Edits to Protected Files with Hooks

You've just handed off your CI/CD pipeline configuration to Claude Code for optimization. It's made some smart suggestions.

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KV Cache Management in LLM Serving: From Memory Fragmentation to Multi-Tier Systems

AI & Machine Learning

Jul 2025 19 min read

KV Cache Management in LLM Serving: From Memory Fragmentation to Multi-Tier Systems

You're running a production LLM serving system. Your 70B model is generating responses beautifully, but your GPU memory is being strangled by KV cache bloat.

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SQLite with Python: Your Built-In Database

Python Fundamentals

Jul 2025 35 min read

SQLite with Python: Your Built-In Database

Bridge the gap between flat files and production databases with SQLite, Python's built-in relational database that requires zero installation and stores everything in a single file.

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