samx18.io

Skill is the HOW. MCP is the WHAT. - Skill = workflows, logic, templates - MCP = tools, data, actions Only workflow? Use Skill. Only tools/data? Use MCP. Workflow +...

The biggest story today was the AWS + OpenAI announcement. It also triggered plenty of questions around stateful runtimes vs. stateless APIs and how this fits with the Azure exclusivity...

As scaling shifts from pre-training to reinforcement learning, two RL modes are emerging: rubric-based RL and verifier-based RL. They mainly differ in what "success" means and how the reward is...

Weekend project: an ultra lightweight version of OpenClaw in Go on a 2018 Raspberry Pi. I have wanted to get OpenClaw running on a Pi for a while. A Mac...

A Strands orchestrated agent that pulls the top AI news and discussions of the day and sends them to my Kindle and Obsidian for offline reading. Why build a news...