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.
Read more →Rag
All Posts
- claude (46)
- productivity (34)
- prompts (27)
- tools (21)
- prompt-engineering (20)
- ai-tools (6)
- writing (5)
- claude-code (4)
- ai-security (4)
- ai-coding (3)
- llm (3)
- prompt-injection (3)
- ai-literacy (3)
- ai-adoption (3)
- chatgpt (3)
- solo-developer (2)
- constitutional-ai (2)
- rag (2)
- system-prompts (2)
- team-training (2)
- anthropic (2)
- agentic-ai (2)
- claude-api (2)
- prompt-caching (2)
- claude-vision (2)
- research (2)
- ai (2)
- technology (2)
- career (2)
- ai-writing (1)
- meta-prompting (1)
- few-shot (1)
- llm-vulnerabilities (1)
- production-ai (1)
- code-generation (1)
- ai-deployment (1)
- security (1)
- secrets-management (1)
- devops (1)
- github-copilot (1)
- free-ai-tools (1)
- gemini (1)
- red-teaming (1)
- ai-contracts (1)
- vendor-negotiation (1)
- enterprise-ai (1)
- data-rights (1)
- procurement (1)
- chain-of-thought (1)
- token-optimization (1)
- llm-agents (1)
- ai-productivity (1)
- cost-optimization (1)
- contract-negotiation (1)
- saas-pricing (1)
- data-ownership (1)
- vendor-management (1)
- multimodal-ai (1)
- ecommerce-automation (1)
- hallucinations (1)
- verification (1)
- ai-comparison (1)
- e-commerce-automation (1)
- context-management (1)
- developer-tools (1)
- document-intelligence (1)
- ocr (1)
- structured-extraction (1)
- e-commerce (1)
- workflow-automation (1)
- ai-strategy (1)
- ai-fluency (1)
- non-technical (1)
- output-evaluation (1)
- rate-limits (1)
- api-optimization (1)
- ai-learning (1)
- fine-tuning (1)
- ai-models (1)
- comparison (1)
- future-of-work (1)
- prompting (1)
- competitive-intelligence (1)
Rag
Prompt Injection em Produção: Padrões de Ataque Reais
Prompt injection em produção vai além de 'ignore as instruções anteriores'. A ameaça real está na herança de confiança em pipelines RAG, e retrieval melhor piora o problema.
Read more →Red-Teaming System Prompts Against Injection Before Ship
System prompt red-teaming usually focuses on adversarial users, but your RAG pipeline is often the bigger threat. Here's how to test both before shipping.
Read more →Red-Team no System Prompt Antes de Publicar
Red-team em system prompts costuma focar em usuários adversariais, mas o pipeline de RAG é a superfície de ataque mais perigosa. Como testar os dois antes de publicar.
Read more →