✨🙌 AI that helps communities thrive on their own terms

Open protocols + AI-enabled coding = building what we need for ourselves

Meta CIB / ATP Dashboard

A comprehensive intelligence platform analysing 214 coordinated inauthentic behaviour and adversarial threat operations identified by Meta across 70 countries, spanning April 2018 to Q4 2025.

Generative AI for Pro-Democracy Platforms · From Novel Chemicals to Opera

Online discourse faces challenges in facilitating substantive and productive political conversations. Recent technologies have explored the potential of generative AI to promote civil discourse, encourage the development of mutual understanding in a discussion, produce . . .

Vibe Coding Failures: Documented AI Code Incidents

A curated directory of real-world incidents where AI-generated code failed in production.

AI Makes the Easy Part Easier and the Hard Part Harder for Developers

AI handles writing code but leaves the hard work: investigation, context, validation. Why vibe coding has limits and AI assistance can backfire.

Vibe Coding: The Final Form of Hyper-Individualism

A few days ago, I had to deal with the first "vibe coded" PR to my software. In this article, I reflect on this encounter, and analyze the social …

ATmosphereConf 2026

ATmosphereConf is the global atproto community conference. Join us in Vancouver, Canada, March 26th - 29th, 2026.

ATmosphereConf 2026

ATmosphereConf is the global atproto community conference. Join us in Vancouver, Canada, March 26th - 29th, 2026.

Background Coding Agents: Context Engineering (Part 2) | Spotify Engineering

This is part 2 in our series about Spotify's journey with background coding agents and the future of large-scale software maintenance. See also and .

Gas Town’s Agent Patterns, Design Bottlenecks, and Vibecoding at Scale

On agent orchestration patterns, why design and critical thinking are the new bottlenecks, and whether we should let go of looking at code