An excerpt of chapter 2 of AI Agents with MCP
Also Announcing: AI Agents with MCP (Model Context Protocol)

Announcing the early release of my book on building AI agents with Anthropic’s Model Context Protocol
Announcing The Signal Path Newsletter

An introduction to my new newsletter covering all things AI and data
A Month(ish) of Vibes with Cursor

My impressions after a little over a month of using the AI-assisted IDE Cursor full-time
Post Training Optimizations and Formula 1
Good evening from Greece! While I’m catching up on the Australian Grand Prix, I wanted to share this great thread that analogizes post-training optimizations in LLMs to in-season car improvements in Formula 1:
Consider F1, most of the teams show up to the beginning of the year with a new chassis and engine. Then, they spend all year on aerodynamics and systems changes (a minor over simplification), and can dramatically improve the performance of the car. The best F1 teams improve way more during a season.
Tangled.sh, git collaboration on ATProtocol
I’m a huge fan of the ATProtocol, the protocol that powers Bluesky, and not just for the protocol itself. The community of builders that has grown around it (the Atmosphere) is impressive, and we are starting to see some really interesting projects reach escape velocity.
Tangled.sh is one of those, allowing users to host git repositories on lightweight headless servers called “knots,” while consolidating all knots on the network into a single view via the Tangled AppView. Exciting days ahead for decentralization!
Introducing Link Posts
Inspired by Carlos Vargas, who was in turn inspired by Simon Willison, I’ve decided to start doing link posts here. Short-form commentary is important, as is sharing links, and I don’t want that to be the sole domain of ephemeral, high-volume social media. Maybe it’ll end up good newsletter fodder for those who prefer that format.
via Carlos Vargas on Bluesky; follow Simon Willison on Bluesky too.
Reflections On Ending 2024 as a Technology Consultant

Reflecting back on a tumultuous 2024, I decide that there is only one way to describe the year, the events, and the people who showed up.
Xenitia and Finding My Roots in Epirus

Returning to Greece for the first time, I find a deeper connection to my family and culture than ever before
Get Started with APRS with RTLSDR and Xastir on Mac
A tutorial for receiving APRS traffic with a software-defined radio and forwarding it to the Internet