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Key Takeaways On April 28, 2026, AWS quietly turned on three things: OpenAI's latest models on Bedrock, Codex on Bedrock, and a brand-new product called Bedrock Managed Agents, powered by OpenAI. All three are limited preview. This only happened bec...

Turn your company's endless docs into a smart search system that answers questions like a human. Prerequisites Install python 3.11 Install gitbash Install Claude desktop Need to create a local IAM

The fourth time I had to debug a LangChain agent that silently returned malformed JSON and crashed a client's order processing pipeline, I decided I was done patching type errors at midnight. That was eight months ago. Since then I've built 14 produc...

How It All Started On November 1, 2025, I attended the AWS Student Community Day in Tirupati, and honestly, one session significantly changed my perspective on developing AI applications. Amin Ali, a Software Engineer at Target Australia and an AWS-c...

Today, I worked on GeoHook, and what I achieved within an hour of coding using Claude Code is truly impressive. The first feature was adding BLE-support for triggering webhooks - what that means is that a specific BLE devices has to be near the phone...

Introduction Hello everyone!Welcome back to the AWS series, I hope you’re doing well and taking care of yourself. In the last post, we talked about something a little personal i.e. how I dealt with that early cloud-cost anxiety that so many of us fa...
