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Joseph Velliah

Fulfilling God's purpose for my life

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llm

A collection of 3 posts

Prompt Injection, Hands-On: Attacking My Own Model With Bedrock Guardrails
October 3, 2026 4 min read

Prompt Injection, Hands-On: Attacking My Own Model With Bedrock Guardrails

A disposable Bedrock Guardrails lab with Claude Haiku 4.5 and Converse: 34 prompts, what blocked, what slipped throug...

AWS

How to Get Consistent AI Results: 7 Parameter Controls
July 12, 2025 1 min read

How to Get Consistent AI Results: 7 Parameter Controls

Inconsistent AI output? Learn 7 parameter controls (temperature, top-p, seeds and more) that turn unpredictable respo...

LLM

Docker Model Runner: Run AI Models Locally
April 7, 2025 4 min read

Docker Model Runner: Run AI Models Locally

Run local AI models with Docker Model Runner using Docker Hub models and OpenAI-compatible APIs.

Docker

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