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[2025.01.15]
:: Building Production-Grade AI Systems
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CATEGORY: AI ENGINEERING
8 min read
Lessons learned from deploying LLM-powered applications at scale. From prototype to production, here's what actually matters.
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[AI]
[Production]
[LLMs]
[Systems Design]
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[2025.01.10]
:: The Memory Layer: Context is Everything
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CATEGORY: ARCHITECTURE
6 min read
Why conversational AI needs sophisticated memory systems. Building context-aware agents that remember what matters.
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[Memory Systems]
[Vector DBs]
[Context]
[AI Agents]
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[2024.12.20]
:: Neural Networks Demystified
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CATEGORY: FUNDAMENTALS
10 min read
Stripping away the hype to understand how neural networks actually work. Math, intuition, and practical implementation.
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[Neural Networks]
[Deep Learning]
[Fundamentals]
[Education]
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[2024.12.05]
:: Microservices vs Monoliths: The Real Trade-offs
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CATEGORY: SOFTWARE ARCHITECTURE
7 min read
When to split, when to keep it simple. Practical insights from building both at scale.
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[Architecture]
[Microservices]
[System Design]
[Trade-offs]
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