Developer tools

Connect Claude Code to Live AWS Tools with the Agent Toolkit

Pratik Kulkarni
AWS , Implementation
14 May, 2026

AI coding agents are getting remarkably capable — but they have a blind spot. The models powering them were trained on data that's months or years old. When you ask your agent about Amazon S3 Tables,

Stretch Your Claude Code Budget with Bedrock Prompt Caching

Pratik Kulkarni
AWS , AI FinOps
12 May, 2026

Anthropic recently tightened usage limits on Claude Code — and if you're doing serious development work, you feel it. Long refactoring sessions, codebase-wide architecture questions, iterative debuggi