rwilinski
Agentic Evals Pyramid
Show HN: AWS MCP – Talk with Your AWS from Claude Using Model Context Protocol
https://github.com/RafalWilinski/aws-mcp
Author here. I built this after getting frustrated with Amazon Q and wanting a more developer-friendly way to interact with AWS infrastructure. It's a local MCP server that lets Claude safely access your AWS environment using your existing local credentials.I've tried it on cases like: - Visualize my networking setup - Prepare a thorough analysis of my AWS costs and give insights how to cut...
Show HN: Claude and Apple Notes integration using MCP
https://github.com/RafalWilinski/mcp-apple-notes
Hi all,With MCP (Model Context Protocol) announcement, it is now possible to plugin local system to Claude. So, I decided to use JXA to pull content from Notes.app, turn them into embeddings locally/on device using Transformer.js and store them in a local LanceDB database so we can build a proper RAG on top of it (mixture of semantic and BM25 search).Hope some of you find it useful!
Fortunately, there are several core principles that I’ve learned while building agents that actually work. Hope you find it useful!
The Principles for Reliable, Safe and Fast AI Agents
Full-stack RAG app built on Cloudflare
Generating structured data with LLMs – Beyond Basics
Benchmarking OpenAI's Structured Outputs
Show HN: Talk to Your AWS Cloud
Hey HN,Just launched ChatWithCloud, a Terminal CLI tool for chatting with AWS. It lets you manage AWS resources using natural language commands - think of it as chatting with AWS to get things done.Keen to hear what do you think.Thanks, R
Personal Concierge Using OpenAI's ChatGPT via Telegram and Voice Messages
Show HN: CMD and K for AWS Console
Globally available GraphQL edge-server in CDN using DynamoDB and Lambda Edge
GraphQL Edge Using Globally Replicated DynamoDB, AWS Lambda and CloudFront CDN
Modern and Professional GUI Client for DynamoDB
DynamoDB Bite-Sized Best Practices
Hybrid Load Balancing Traffic Between EC2 and Lambda – API Migration Pattern
Show HN: Serverless text-to-speech service for Medium articles
Show HN: GitItBack – Track GitHub contributions of any organisation you want
I think that my format is easier to understand. You don't have to use `Ref`s and weird `Fn::Join`s which may be not obvious for developers which are not experienced with CF.
At netguru.co we have to provide access for over 100 developers to different AWS accounts. Doing it from console or CLI was kind of a pain so I came up with this solution.
Basically, it "mirrors" structure from selected Github repository into AWS IAM Users, Groups and Policies. Everyone can request access to AWS account by creating pull request which must be Approved by a devops/cloud architect. Once merged, message will be send to SNS and then to Lambda which will take care of keeping everything synchronized.
Right now it does not support Cross-Account Access & Roles but I'm planning to implement it.
Let me know what do you think.
AWS IAM Manager – Users, Groups, Policies as a Code with one simple Lambda
In Wikia we based on ELK + Grafana for everything that needed monitoring so pushing mongostat data to InfluxDB/Logstash should be OK.