
Weekend Agent Challenge: Dev Community Pulse Agent
A weekend-built serverless AI agent that wake up at 6 AM, scans developer communities/news/posts, filters what matters with Amazon Bedrock, and delivers a curated digest by email.
Blog
Essays, implementation details, and field-tested patterns from cloud-native system design.

A weekend-built serverless AI agent that wake up at 6 AM, scans developer communities/news/posts, filters what matters with Amazon Bedrock, and delivers a curated digest by email.

Building a serverless productivity app that uses Amazon Bedrock to classify tasks by urgency and importance, then suggest a practical daily top three.

Eight practical infrastructure lessons from AWS Cloud Quest, covering reliability, scaling, networking, databases, and cost-aware operations.

A practical walkthrough of creating an interactive science-learning app with PartyRock, prompt design, and no-code AI workflows.

A practical recap of the Frugal Architect laws and the keynote lessons on cost-aware, sustainable, and resilient system design.

A practical comparison of ChatGPT, Bard, and Amazon Q across general, technical, and entrepreneurial prompts, including strengths and trade-offs.

An adapted deep dive into an AI hackathon project that combines RAG, AWS SageMaker, LangChain, and FAISS to improve cloud cost optimization guidance.

An AWS-oriented adaptation of 12-factor principles focused on codebase, dependency isolation, and environment-based configuration for SaaS delivery.

Part 2 maps 12-factor principles 4 through 8 to AWS patterns for attached resources, release separation, stateless processes, port binding, and concurrency.

Part 3 maps factors 9 through 12 to AWS-aligned operations, including disposability, dev-prod parity, log streams, and one-off admin processes.
Ten foundational JavaScript practice patterns for arrays, strings, loops, recursion, and number logic.
A practical recap of foundational React concepts including lifecycle, hooks, composition patterns, and rendering decisions.
A concise guide to the ES6 features that most improve readability, maintainability, and day-to-day developer productivity.
A practical walkthrough of frequently used JavaScript string methods with examples for search, extraction, replacement, and formatting.