ai-agents
8 posts
A CDK guide for deploying a minimal Strands agent on AgentCore Runtime — parameterized stack, arm64 build, deploy and invoke, and the IAM and Marketplace prerequisites you need before the first call.
How Zapier MCP provides action-level whitelisting, credential isolation, and human-in-the-loop approval for AI agents. A managed alternative to custom scoped proxies for multi-app API governance.
Why production teams replace broad MCP access with scoped API proxies. Covers Atlassian (Jira/Confluence), Google Workspace, and Notion with FastAPI proxy, CLI wrapper, and n8n examples.
A practical, implementation-focused glossary for developers navigating the AI/LLM landscape. From tokens to agents, RAG to fine-tuning, with code examples and honest assessments.
A comprehensive guide to securing AI agents in production with AWS Bedrock Guardrails, defense-in-depth strategies, and practical implementation patterns for preventing prompt injection, tool misuse, and multi-agent attacks.
Explore the architectural evolution from rule-based chatbots to autonomous AI agents. Learn ReAct, Plan-and-Execute, and multi-agent patterns with TypeScript implementations and practical migration strategies.
Real lessons from deploying LangChain applications to production. Learn about the anti-patterns that cause failures and the patterns that enable success, with working code examples and cost optimization strategies.
Learn how AWS Bedrock AgentCore solves the infrastructure challenges of deploying agentic AI at scale - from prototype to production with runtime, memory, gateway, and multi-agent coordination.