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GitHub Next
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GitHub Next investigates the future of software development.

We are a team of researchers and engineers at GitHub, exploring things beyond the adjacent possible. We prototype tools and technologies that will change our craft. We identify new approaches to building healthy, productive software engineering teams.

@agorischek [@agorischek] @agorischek
@davidslater [@davidslater] @davidslater
@dsyme [@dsyme] @dsyme
@iamnbutler [@iamnbutler] @iamnbutler
@idan [@idan] @idan
@krzysztof-cieslak [@krzysztof-cieslak] @krzysztof-cieslak
@lpcox [@lpcox] @lpcox
@lukeed [@lukeed] @lukeed
@maggieappleton [@maggieappleton] @maggieappleton
@mnkiefer [@mnkiefer] @mnkiefer
@mntlty [@mntlty] @mntlty
@mrjf [@mrjf] @mrjf
@pelikhan [@pelikhan] @pelikhan
@terkelg [@terkelg] @terkelg

Posts

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Knowledge Compressor

How far can documentation be compressed without losing its meaning?

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.

Evergreen: Your PR Gardener

Evergreen helps keep pull requests green and mergeable by fixing CI failures and merge conflicts, and keeping PR branches up to date with the base branch.

Little ideas Jul 1

Can agents be proud of their work?

In 2022, we got better output from large language models by asking them to show their work. In 2026, can we get better output from autonomous agents by asking them to be proud of their work? The next time your agent says its done, ask it whether its proud of its work and if not, to keep iterating until it is.

Agentic Workflows Can Use Local Inference

Agentic Workflows gives you complete control to customize your Actions runtime and choose your AI model. You can deploy Agentic Workflows to a custom runner of your choosing and use any compatible AI host or model-routing platform. You can even use local inference running on your Mac!

/goooooooal!

Turn an issue into an agentic mission

Post June 8

Crane: verified code migration

Crane is a migration assistant for GitHub repositories that plans, executes, and verifies code migrations in small agentic steps while keeping humans in control.

Post May 29

Agentics Beyond Code

What happens when you give PMs, compliance teams, and leaders their own agents? A tour of Agentics Beyond Code an open-source set of GitHub Agentic Workflows for the non-engineering roles that ship, govern, and operate products.

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Projects

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autoloop.BCiQHbZr_Z1XS9nl.webp [autoloop.BCiQHbZr_Z1XS9nl.webp]
Apr 2026 Research Prototype

Autoloop

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

agentic-workflows.sIBtf_6z_qhv8Y.webp [agentic-workflows.sIBtf_6z_qhv8Y.webp]
Aug 2025 Research Prototype

Agentic Workflows

Towards NaturalLanguage Programming for GitHub Actions

continuous-ai.BNu9318Z_ZBLnSk.webp [continuous-ai.BNu9318Z_ZBLnSk.webp]
Jun 2025 WIP

Continuous AI

Exploring LLM-powered automation in platform-based software collaboration

repo-mind-light.C9lnM57y_ZRcrcj.webp [repo-mind-light.C9lnM57y_ZRcrcj.webp]
Apr 2026 Completed

Repo Mind Light

Holistic repository understanding for humans and agents.

repo-mind.B1phwMS-_AVLpy.webp [repo-mind.B1phwMS-_AVLpy.webp]
Mar 2026 Completed

Repo Mind

Global codebase understanding for humans and AI agents.

copernicus.DgGc0dNT_rGOT3.webp [copernicus.DgGc0dNT_rGOT3.webp]
Jul 2025 Napkin Sketch

Project Copernicus

Exploring LLM-powered navigation for your codebase

discovery-agent.DYjJuPey_ZxR1RL.webp [discovery-agent.DYjJuPey_ZxR1RL.webp]
May 2025 Research Prototype

Discovery Agent

Agentic Setup, Build, and Testing of Repositories.

extract-edit-apply.BZcGblBS_sgXLf.webp [extract-edit-apply.BZcGblBS_sgXLf.webp]
Apr 2025 Completed

Extract, Edit, Apply

An exploration of a new category of assists for using natural language in software development.

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