Temporal Policies in AgentCore: 98 Denied Deploys and a 409 That Never Came
I asked a Strands agent for something reasonable: “run the tests and deploy.” It issued run_tests and deploy in the same turn, and the Gateway rejec…
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The ML you need to operate LLMs, not train them
You do not need to understand backpropagation to run a large language model well in production. You need a smaller, more practical thing: the operat…
Building a receipt-scanning budget tracker with Amazon Bedrock, Lambda, and DynamoDB
--- The Problem I Kept Ignoring Every week, the same small annoyance played out: I'd snap a photo of a receipt, tell myself I'd log it later, and th…
What Bedrock AgentCore Actually Puts on Your A2A Agent Card
This article provides a step by step look at the A2A agent card a Strands agent publishes on Amazon Bedrock AgentCore Runtime, and how it compares f…
RAG Powered Apps with Amazon Bedrock, Part 2: Automating the RAG Pipeline with Terraform
Before you start: This picks up where Part 1 left off. From part 1, you would've learned how to setup a Bedrock Knowledge Base in the console. In ad…
Run Amazon Bedrock locally, with real completions from Ollama
MiniStack 1.4.0 ships four new services that emulate Amazon Bedrock end to end, and one env var that turns the mock into a real LLM backend. The def…
The Simplest Explanation: What a 700-Year-Old Idea Teaches Us About AI
There is a very old theory that I learned about in my high school science class many years ago, and as we see AI become even more mainstream, I keep…
Building BrewCore: Espresso Tracking on Vercel, DynamoDB, and Amazon Bedrock
Beyond the Timer: How I Built BrewCore for the H0 Hackathon Home espresso is a paradox. Baristas obsess over the micro-details the gram weight, the…