Blog
- Architecture|AI Interactive
LangGraph as a crawler orchestration layer: structure first, intelligence later
After Nutch, Scrapy, and years of custom crawlers, LangGraph wasn't built for crawling but fits the shape. Deterministic first; add AI to the nodes that earn it.
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REST and RESTful: A Deep Dive
Demystifying REST and RESTful: the foundational principles that shape efficient web services, with the distinctions that usually get glossed over.
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Leveraging ChatGPT to Craft an AWS Architecture Blueprint
Using an LLM to sketch cloud architecture: prompts, diagrams, and the tradeoffs of letting a model draft your topology.
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Setting Up a VPC on AWS: A Guide with AWS CLI
Standing up a Virtual Private Cloud end-to-end from the AWS command line: subnets, route tables, internet gateway, the full walk.
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Python Refresher: The Essentials
Intermediate Python worth revisiting: comprehensions, iterators, context managers, and the small patterns that make code feel Pythonic.
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Python Refresher: The Basics
Python from zero: types, control flow, functions, and the core mental model you need before anything else makes sense.