Prompt Injection in Production: Real Attack Patterns
Prompt injection in production goes far beyond 'ignore previous instructions.' The real threat is trust inheritance in RAG pipelines, and better retrieval makes it worse.
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SQL Injection and XSS in AI-Generated Code: Why LLMs Keep Failing
AI-generated code introduces SQL injection and XSS vulnerabilities not randomly, but predictably based on prompt structure. Here's what the data shows and what to do about it.
Read more →System Prompts Explained: How to Give AI a Persistent Role
System prompts define how AI behaves in your product, but that authority degrades mid-conversation. Here is what practitioners need to know before deploying.
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48% of employees say training is the top adoption factor, yet nearly half receive none. Here's why most AI literacy programs fail non-technical teams, and what to do instead.
Read more →Hardcoded Secrets in AI-Assisted Code: The Throughput Problem
GitGuardian found 29M hardcoded secrets in 2025, up 34% YoY. The real problem isn't AI writing bad code — it's that AI-accelerated commit velocity breaks your existing detection tooling.
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