January 2026

AI Engineer

Your MCP Server is Bad (and you should feel bad) - Jeremiah Lowin, Prefect

Jeremiah Lowin, founder of Prefect and creator of fastmcp, explains why most MCP servers are poorly designed and how to build better ones. The core insight is that agents need curated interfaces...

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IndyDevDan

AGENT THREADS. How to SHIP like Boris Cherny. Ralph Wiggum in Claude Code.

The video introduces "thread-based engineering" as a framework for measuring and improving AI agent workflows. Agent threads are units of work where engineers prompt at the start, agents execute tool...

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Universe of AI

LTX-2 Is the NEW #1 Open-Source AI Video Model (Audio + Video, Runs Locally)

LTX-2 represents a breakthrough in AI video generation by solving the fundamental problem of audio-video synchronization that plagues current models. Unlike traditional approaches that generate video...

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Simon Willison's Weblog

Don't fall into the anti-AI hype

The software development community has developed significant anti-AI sentiment, but dismissing AI's utility poses real career risks as programming has fundamentally changed. The author endorses...

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Simon Willison's Weblog

My answers to the questions I posed about porting open source code with LLMs

Simon Willison addresses ethical and legal questions about using LLMs to port open source code between programming languages. He concludes that LLM-assisted code porting is both legal and ethical...

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