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Tagged: bedrock
Controlling Bedrock Agent Behavior: Prompt Stages, Parsers and Inference
How to override Bedrock's pre-processing, orchestration and post-processing prompts in Terraform, with a parser Lambda, JSON contract and per-stage inference settings.
22 min readBuilding an Autonomous AWS SRE Copilot with MCP, Bedrock Nova and Human Approval
Build an incident-investigating SRE agent: an MCP server exposing CloudWatch and DynamoDB tools, a Bedrock Converse loop, model portability and a human gate on every fix.
6 min readRunning AWS AI Agents at Scale: Tokens, Spend, Limits and Autonomy
Token counting, spend monitoring, context-limit recovery and durable autonomous workflows for AWS agents, each explained through patterns full-stack JavaScript developers know.
8 min readCodex CLI through LiteLLM Gateway on Bedrock Mantle
Route Codex CLI through a LiteLLM gateway into Amazon Bedrock Mantle to reach OpenAI models with gateway controls, model aliases and sane operating defaults.
8 min readEnterprise MCP on Bedrock AgentCore with Okta SSO and Trino
Lambda OAuth brain, PKCE relay, AgentCore gateway and runtime, and per-user Trino connections without leaking shared tokens.
13 min readRAG From First Principles to Three Bedrock Agents
Why weights fail on private data, how embeddings and cosine search work in RAG, and three Bedrock agents from a managed knowledge base to self-managed ingest.
19 min read
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