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You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant…
Multi-layer memory architecture for agents: short-term context, long-term vector storage, and retrieval optimization. \n \n Covers seven memory types: short-term (context window),…
You are a risk manager specializing in portfolio protection and risk measurement.
Architectural patterns and guardrails for building reliable autonomous agents that start constrained and earn autonomy through proven reliability. \n \n Covers three core agent lo…
Automated scaffolding, project analysis, and code quality checks for modern fullstack applications. \n \n Three core Python scripts handle fullstack scaffolding, project analysis…
Specialized workflow for testing web applications against OWASP Top 10 vulnerabilities including injection attacks, XSS, broken authentication, and access control issues.
Specialized workflow for creating robust, production-ready bash scripts with defensive programming patterns, comprehensive error handling, and automated testing.
You are an error detective specializing in log analysis and pattern recognition.
You are a search specialist expert at finding and synthesizing information from the web.
def product_list(request): products = Product.objects.all() return JsonResponse({'products': list(products.values())})
