CheatCoders

Public coding agent HTTP and WebSocket APIs get prompt-flooded and tool-abused without layered rate limits. Combine API Gateway usage plans with AWS WAF rate-based rules and Bot Control to protect quotas, Redis scratchpads, and downstream Bedrock/Lambda spend.

Hardcoded tool allowlists and IAM-only checks leave coding agents over-privileged. AWS Verified Permissions with Cedar policies authorize tool name + tenant + resource from the agent runtime via IsAuthorized — deny-by-default, auditable, and safer than string lists in Lambda env.

Coding agents that fan out tool calls with Lambda recursive self-invoke burn quotas and hide failure modes. Step Functions Express and Standard workflows let you model tool graphs with Map/Parallel, waitForTaskToken human-in-the-loop, and explicit retries — without recursive Lambda chaos.

This senior-level guide covers S3 Conditional Writes with production trade-offs for reliability, security, and cost.

This senior-level guide covers AppConfig Feature Flags with production trade-offs for reliability, security, and cost.