One model reviewing its own plan mostly agrees with itself. So I've started running reviews like a jury: mixed-model critics that disagree on purpose, a refuting orchestrator presiding as judge, and a final diff check that can overrule a unanimo… https://chrisreddington.com/blog/mixture-of-critics/
Chris Reddington
@chrisreddington.com
Senior PM, DevRel Strategy at GitHub; MBA Candidate at Warwick Business School; Views are my own
Passing on this message from Camilla, a PM on @github.com ’s Maintainer Love team: If you could wave a magic wand, what is the #1 feature you'd want us to ship? No idea is too tiny - the smallest changes often have the biggest impact.
I built a PowerPoint diagram to explain agentic AI, then turned it into an interactive site: chrisreddington.com/agentic-ai/ A visual mental model for context engineering, context windows, agentic loops, MCP servers, Skills.md, Agents.md, and more. v1, so feedback welcome!
Agentic AI Mental Model | Interactive Guide to Agentic AI
Explore an interactive mental model for agentic AI covering context engineering, context windows, tool use, MCP servers, memory, sandbox execution, and the Think-Act-Observe loop.
chrisreddington.com
If your agents have to keep relearning the same repo quirks in every new session, that's a memory problem. Instructions tell agents what you already know. Memory captures what the work teaches next. https://chrisreddington.com/blog/agentic-memory-what-agents-should-remember/
If you keep typing the same setup into every new agent session, that's a reusability problem. Here's how AGENTS.md, SKILL.md, and Copilot layers help you package that context once and reuse it. https://chrisreddington.com/blog/building-your-agent-toolbox/
Bigger context windows don't make agents better on their own. Better context does. Context engineering is the craft of deciding what the agent can see, what it carries forward, and what stays out. https://chrisreddington.com/blog/context-engineering-more-isnt-better/
DevRel Blogs Part 9: this series ends where a lot of DevRel pain starts. No golden thread, no charter, no shared way to prioritise, and randomised teams. Here's how I think we can stop it. 🧭 https://chrisreddington.com/blog/devrel-randomisation-trap/
DevRel Blogs Part 8: plenty of DevRel teams can count views, attendance, and activity. Far fewer connect that work to strategic outcomes. These disconnected vanity metrics (lacking framing around the developer journey) is a key part of t… https://chrisreddington.com/blog/devrel-tactics-to-strategy/
DevRel Blogs Part 7: DevRel's value is not just hearing developers. It is spotting representative feedback, advocating for change, and closing the loop to make that change visible. https://chrisreddington.com/blog/devrel-feedback-loop/
DevRel Blogs Part 6: developer communities are not brand communities, and communities are not the same as ecosystems. Subtle differences which make a big difference to your DevRel strategy. 💬 https://chrisreddington.com/blog/devrel-communities-not-brand-communities/
DevRel Blogs Part 5: two teams can run similar DevRel motions and get very different results because company type, lifecycle, and technology cycles shape successful strategy. 🧭 https://chrisreddington.com/blog/devrel-company-context-lifecycle/
DevRel Blogs Part 4: Developer education, success, marketing and programs explain what DevRel teams do, but not what makes that work credible. In this post, I argue that authentic advocacy is the foundation underneath these… https://chrisreddington.com/blog/devrel-four-pillars-authentic-foundation/
DevRel Blogs Part 3: developer experience is both a prerequisite for our work in DevRel and a result of it. I argue that this influences how we structure and measure our work. 🎯 https://chrisreddington.com/blog/devrel-developer-experience/
The second part of my series on the strategic case for Developer Relations: I explain how DevRel is better framed as value co-creation than marketing, and explore the implications for how we structure teams and design and mea… https://chrisreddington.com/blog/devrel-value-co-creation-not-marketing/
In 2024, I wrote my dissertation on Value Creation in DevRel. Converting it into a blog series has been on my list ever since, and I finally started 👀 https://chrisreddington.com/blog/devrel-value-creation/
$ chrisreddington.com --refresh ✨ An easter egg's hiding on this site, Try paths that won't load, you'll know it's right 👀. When pages aren't found, secrets abound ❓, Review what you see, the clues can be found 💻.
Chris Reddington
Hey! I'm Chris Reddington, a seasoned Developer Relations expert and tech enthusiast who loves bringing development teams and end-users closer together. Dive into my portfolio, explore the latest in c...
chrisreddington.com
T-30 minutes until I go live on gh.io/rubberduckthursdays! This week, I'll be talking about GitHub Copilot SDK and how I built "Flight School" - An app that gives you challenges, goals and topics based on your GitHub Profile!
Rubber Duck Thursdays - Let's build with GitHub Copilot SDK
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects. This week we'll explore how to bring the power of GitHub Copilot CLI into your apps with Git...
gh.io
@github.com announced Copilot SDK, bringing the power of Copilot CLI to your apps. I built Flight School, an app that gives learning recommendations based on your GitHub profile 👀Copilot SDK: github.com/github/copil... ⭐️ Flight School: github.com/chrisredding...
GitHub Copilot SDK in Action: Flight School - AI-Powered Developer Learning Platform (2026)
YouTube video by Chris Reddington
youtube.com
Hey friends! 👋T-30 mins until Rubber Duck Thursdays 🐥 Come and join us as we do some work with GitHub Copilot CLI - gh.io/rubberduckthursdays
Rubber Duck Thursdays - Let's build with GitHub Copilot CLI
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.This week we'll explore how to build with agents fr...
gh.io
Join me live in 15-20 minutes at gh.io/rubberduckthursdays - I'm going to show you what I've been building over the break, and how I refined our countdown apps from our last stream of 2025! I'll give you a hint... extensibility and open source. Excited for this one! 😍
Rubber Duck Thursdays - It's time to build!
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.We'll revisit the countdown projects that we made a...
gh.io
Time for a very themed and fun Rubber Duck Thursdays! 🦆 Join me in 10 minutes at gh.io/rubberduckthursdays for my last stream of the year, as we build our way into 2026!
Rubber Duck Thursdays - Let's build our way into 2026!
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.This will be our last European-timezone-friendly st...
gh.io
Going live in 25 minutes for Rubber Duck Thursdays! We'll continue creating custom agents to help with our development lifecycle, including tech debt and some tests! Join me at gh.io/rubberduckthursdays!
Rubber Duck Thursdays - Let's build down tech debt
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.Last week, we explored using GitHub Copilot custom ...
gh.io
Going live in 15 mins on Rubber Duck Thursdays at gh.io/rubberduckthursdays - Building on last week's stream, we'll be exploring Copilot custom agents a bit more! Feel free to tune in to have a co-working buddy, or to focus a bit more and learn something new!
Rubber Duck Thursdays - Let's build with custom agents (again!)
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.Last week, we explored Copilot custom instructions ...
gh.io
Going live in 10 minutes on Rubber Duck Thursdays - Tune in at gh.io/rubberduckthursdays We'll be covering Copilot custom agents, custom instructions and more!
Rubber Duck Thursdays - Let's build with custom agents
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.In this episode, we'll explore custom agents and ho...
gh.io
I'll be going live in just under an hour for Rubber Duck Thursdays! Come and join me for some live coding, while exploring the latest and greatest of GitHub. You could even have me on in the background as a co-worker :) gh.io/rubberduckthursdays
It's Thursday! We'll be going live in just over 10 mins with Rubber Duck Thursdays for a mix of GitHub Actions (continuing from last week) and exploring a bit of 3D fun when playing tic-tac-toe against our MCP server. Intrigued? Join over at gh.io/rubberduckthursdays
Rubber Duck Thursdays - Time to build!
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects. Come along, suggest some ideas and let's see what ...
gh.io
Happy Friday! WebP support has been now been added to your GitHub repos 🎉
Join me in 15 mins, as we continue building out our turn-based-game MCP server! gh.io/rubberduckthursdays We'll be exploring "Elicitation" from the MCP spec, how I've setup the repo and doing some cleaning up!
gh.io
Live in 10 mins on gh.io/rubberduckthursdays - I'll be talking more about MCP, and a little app/MCP server I built to help learn a bit more about Model Context Protocol and how it works! Want to learn more? Come and join us live in 10 mins!
Rubber Duck Thursdays - Building an MCP server
Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects.In this stream, we'll continue building projects th...
gh.io