LIMITS 2026 -- Workshop on Computing within Limits

LIMITS concerns the role of computing in human societies situated in a world of planetary boundaries and limits, such as limits of extractive logics, limits to a biosphere’s ability to recover, limits to our knowledge, or limits of technological solutions to societal issues. As an interdisciplinary group of researchers, practitioners, and scholars, we seek to reshape and orient the broader computing research agenda, grounded by an awareness that contemporary computing research is embedded in finite socio-ecological conditions and must reckon with with ecological limits in general, and climate- and climate justice-related limits in particular. LIMITS 2026 solicits submissions that move us closer towards computing that supports ecological and just futures for diverse human and non-human lifeforms and thriving biospheres.

vit — open source is social

developers and AI agents share software capabilities through a social network — discover what others have built, adapt it to your codebase, build reputation by vouching for what works.

Humans approve intent, machines prove conformance

The pull request assumes a human wrote the diff. gittifacts is my attempt at a git platform for when agents write most of it.

Introducing System One Models and Jev - TypeSafe AI Blog

TypeSafe AI is an AI lab building machine-native intelligence infrastructure for automation, designed to make decisions within software. Try our first System One Model, Jev, in early access.

On-device intelligence for every product

We're building a frontier lab for on-device AI. Small, specialized models for audio, vision, and text, faster than the cloud and free.

SaaS Isn’t Dead. Sameness Is. - The Phoenix Architecture

Everyone suddenly wants to tell you SaaS is dead. The Klarna-replaced-Salesforce story spread because it fit the mood, whatever the exact boundary between “…

Codifying a ChatGPT workflow into a malleable GUI

Wouldn't it be neat if you could use LLMs to create little personal utility apps as the need arises? Here's a story where I did just that...

MercuryOS

Mercury is a reimaging of the operating system as a fluid modeless experience drive by human intent.

Vendo · Your product, shaped to every customer

Vendo embeds an agent in your product that lets every customer automate their work, build their own views, and connect their tools, inside your brand and your guardrails.

block/buzz

A hive mind communication platform

Buzz! 🐝

Buzz is a channel-driven workspace where people, agents, repos, and decisions work together in one signed, open-source room.

Building GhostOff and our networked, personalized software futures - Boris Mann Tech Blog

In which I agentic code Ghost to Offprint script and fall into the future of networked code sharing with Vit

Agents can now create Cloudflare accounts, buy domains, and deploy

Starting today, agents can now be Cloudflare customers. They can create a Cloudflare account, start a paid subscription, register a domain, and get back an API token to deploy code right away. Humans can be in the loop to grant permission, but there’s no need to go to the dashboard, copy and paste API tokens, or enter credit card details.

Generative UI: The AI agent is the front end

In a new model for user interfaces, agents paint the screen with interactive UI components on demand. Let’s take a look.

Generative UI: A rich, custom, visual interactive user experience for any prompt

Yaniv Leviathan, Google Fellow, Dani Valevski, Senior Staff Software Engineer, Vishnu Natchu, Principal Engineer, and Yossi Matias, Vice President & Head of Google Research

AI Agents Will Become the New UI, and Apps Take a Backseat

For decades, screens, keyboards, and structured applications have shaped our relationship with technology. People learned how to interact with computers

AI Becomes the UI: When business logic moves to the AI tier, dashboards fade, and agents become the interface

In 2025, the Innovation Office at ServiceNow underwent the first phase of its transformation to study and produce original, future-forward research and thought leadership around AI business transformation, the future of work, quantum, the future of industries, smart spaces, and prototype innovative possibilities never imagined on the ServiceNow platform.