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Post November 11
Mikkel Malmberg

Agent skill: dialing in the work, four knobs at a time

You haven’t lost control. You’re just holding too much at once. On constraints, the OP-1, and dialing in what agents build, four knobs at a time, with Quadknob.

Post November 2
Landon Cox Peli de Halleux Rodrigo Fonseca Grace Jia Vic Li Pedro Henrique Penna

Limit what agents learn about private repos with enclaves

Enclaves are a new security primitive for cross-repository GitHub Agentic Workflows. Enclaves let agents work on different repositories while limiting what they say to each other.

YouTube poster showing the Octocat and the words “Build an agent factory”.
Talk November 6
Peli de Halleux

The factory mindset: Agentic workflows in production

Peli de Halleux shows how GitHub Agentic Workflows power an agentic development factory, with perspectives from external collaborators at Marks & Spencer and Provation.


Delivered at

  • Oct 29 GitHub Universe 2026 Watch
What’s next with GitHub Next: tomorrow’s tools for making software.
Talk October 29
Idan Gazit Maggie Appleton

Universe 2026: What’s Next with GitHub Next

Idan Gazit and Maggie Appleton present multiplayer agents, collaborative planning, and proof-driven development as new foundations for GitHub.


Delivered at

  • Oct 28 GitHub Universe 2026
Granola Design Engineering Nights Vol 10 artwork with Maggie Appleton and an illustrated retro computer
Talk October 15
Maggie Appleton

Fortune Telling and Speculative Design, For Fun and Profit

How design engineers can explore possible software futures, with a look at how GitHub Next builds and tests its bets. A practical toolkit for spotting weak signals, tracing second-order effects, and making theories tangible through prototypes and artefacts from the future.


Delivered at

  • Oct 15 Granola Design Engineering Night Watch
Post September 18
Russell Horton

Sparkle Pills

A flexible templating convention for contextual inference

Post August 24
Alex Gorischek

Knowledge Compressor

How far can documentation be compressed without losing its meaning?

Post August 23
Russell Horton

WikiKB: a fast, repository-native knowledge base for people and agents

WikiKB is an efficient, transparent, and explicitly curated knowledge base layer for humans and agents, built on the GitHub repository wiki.

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Nov 2026 Research Prototype

Central Agentic Ops (CAO)

Monitor and govern agentic workflows across repositories

Mara Kiefer Peli de Halleux
Nov 2026 Research Prototype

PDD Kit

Building trust in the code that your agents wrote

Alex Lavaee Matthai Philipose Maggie Appleton Krzysztof Cieślak
Sep 2026 Research Prototype

Chopin

A real-time multiplayer, agentic planning environment

Krzysztof Cieślak Maggie Appleton
Apr 2026 Research Prototype

Autoloop

Automate research, development and anything else with a simple, goal-driven loop

Russell Horton
Aug 2025 Product

Agentic Workflows

AI-powered workflows for GitHub

Eddie Aftandilian Ryan Beckett Krzysztof Cieślak Landon Cox Peli de Halleux Russell Horton Siva Kakarla Mara Kiefer Ben De St Paer-Gotch David Slater Don Syme Jiaxiao Zhou
Jun 2025 WIP

Continuous AI

Exploring LLM-powered automation in platform-based software collaboration

Eddie Aftandilian Peli de Halleux Russell Horton Don Syme
Apr 2026 Completed

Repo Mind Light

Holistic repository understanding for humans and agents.

szabta89 Insop Song
Mar 2026 Completed

Repo Mind

Global codebase understanding for humans and AI agents.

Insop Song szabta89 Cooper Nederhood Golara Javadi Eddie Aftandilian David Slater Bartek Perz
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