AI

How to ship MCP authentication on AWS (without losing your mind to OAuth quirks)

A practical end-to-end guide to integrating Model Context Protocol with real users — covering OAuth 2.1 flows via Amazon Cognito, DynamoDB for auth state, and the official MCP TypeScript SDK. No partial tutorials, just production-ready detail.

Yan Sokalau

·

AI

How to ship MCP authentication on AWS (without losing your mind to OAuth quirks)

A practical end-to-end guide to integrating Model Context Protocol with real users — covering OAuth 2.1 flows via Amazon Cognito, DynamoDB for auth state, and the official MCP TypeScript SDK. No partial tutorials, just production-ready detail.

Yan Sokalau

·

AI

What actually happens when an AI writes back

A clear breakdown of exactly what happens inside a large language model from the moment you send a prompt — tracing each stage of the pipeline, from tokenization through billions of mathematical operations to the final word on your screen.

Vlad Lobakh

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AI

What actually happens when an AI writes back

A clear breakdown of exactly what happens inside a large language model from the moment you send a prompt — tracing each stage of the pipeline, from tokenization through billions of mathematical operations to the final word on your screen.

Vlad Lobakh

·

Company

Best AI clients for startups in 2026

Eight AI clients ranked for startups and mid-market teams in 2026. Compare ChatGPT, Claude, Gemini, Cursor and more on output quality, cost and brand control.

Colin Michael Pace

·

Company

Best AI clients for startups in 2026

Eight AI clients ranked for startups and mid-market teams in 2026. Compare ChatGPT, Claude, Gemini, Cursor and more on output quality, cost and brand control.

Colin Michael Pace

·

Perspectives

Why AI writing sounds off-brand (and what we want to do about it)

Why AI-generated content sounds off-brand, and how brand voice infrastructure solves the consistency problem across every AI tool your team uses.

Colin Michael Pace

·

Perspectives

Why AI writing sounds off-brand (and what we want to do about it)

Why AI-generated content sounds off-brand, and how brand voice infrastructure solves the consistency problem across every AI tool your team uses.

Colin Michael Pace

·