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Brooks McMillin
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#LLM

4 posts tagged with #LLM. View all tags

A Beginner's Guide to Safe LLM-Assisted Development

19 min
March 11, 2026

A complete beginner's guide to setting up every safety layer from the Coding Safer with LLMs post: pre-commit hooks, local review agents, CI workflows, and CLAUDE.md — starting from scratch.

#security#AI#LLM#ci-cd#pre-commit#code-review#claude-code#tutorial
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Does Your System Prompt Actually Stop Prompt Injection? We Tested 10,000 Times to Find Out

13 min
February 26, 2026

An empirical study of 10,080 prompt injection attempts across 8 models, 6 defense strategies, and 7 attack types. The results challenge common assumptions about prompt-level defenses.

#security#AI#LLM#prompt-injection#ai-security#benchmark
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Defense in Depth for AI-Assisted Development: Pre-commit Hooks, Review Agents, and CI That Catch LLM Mistakes

13 min
January 28, 2026

Practical strategies for safer AI-assisted development: automated review agents, layered security checks, and context management that prevents catastrophic mistakes.

#security#AI#LLM#ci-cd#pre-commit#code-review#MCP
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The Call is Coming from Inside the House: When your Agentic Coder Writes Dangerous Code

5 min
September 7, 2025

An introduction to the flaws in security testing for AI-generated code.

#security#AI#LLM#vibe-coding#ai-security
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