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5 min read
AI Guardrails: Building Safe, Responsible AI for Business
AI failures are rarely model-only problems. This guide shows how practical guardrails make GenAI safer, observable, and usable in real systems.
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Writing & Notes
Thoughts on Laravel, PHP, system architecture, GenAI, and lessons from building products that ship.
- All posts 27
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- Ai 5
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- Llm 2
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- code-review 2
- devops 1
- edge-ai 1
- full-stack 3
- genai 15
- laravel 11
- php 7
- secure-coding 1
- slm 1
- software-architecture 11
- software-engineering 3
- system-design 16
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4 min read
Why Is the Context Window Limited in LLMs? A Practical Guide
LLM context windows feel arbitrary until you look at tokens, attention, memory, and latency. Here’s the practical version engineers need now.