







The issue-based information system (IBIS) is an argumentation-based approach to clarifying wicked problems—complex, ill-defined problems that involve multiple stakeholders. Diagrammatic visualization using IBIS notation is often called issue mapping.
Main Page — ibis.wiki
Ibis is a federated encyclopedia which uses the ActivityPub protocol, just like Mastodon or Lemmy. Users can create, browse, edit articles and use many other features. If you want to start a wiki for a TV series, a videogame, or an open source project then Ibis is for you! You can register on an existing instance or install it on your own server. Then you can start editing on the topic of your choice, and connect to other Ibis instances for different topics. Federation ensures that articles get mirrored across many servers, and can be read even if the original instance goes down. Ibis is fully open source to make future enshittification impossible.
Issue Cards | Service Design Tools
Support the conversation around complex matters by breaking down the subject into physical cards.

Regular exchange of issues between lab members to share research tasks
At the start of this project, we suggested that our graph-based "issue dashboards" would be used widely by members ...

How to Make Sense of Any Mess
Information Architecture for Everybody. Based on a book by Information Architect, Abby Covert.
MATSUlab-issue-exchange-analysis/output/evidence_bundles/evd5-issue-funnel at main · DiscourseGraphs/MATSUlab-issue-exchange-analysis
Metrics and evidence bundles from an analysis of the MATSUlab discourse graph: issue exchange, knowledge production, and researcher onboarding - DiscourseGraphs/MATSUlab-issue-exchange-analysis


Issue tracking is dead – Linear
The next era of product development is built on context and agency. Here's how Linear is evolving. And what we're launching today.

Issue Trees, Hypothesis Trees and SCQA - the Minto Pyramid Principles
The Agentic Systems Series - The Agentic Systems Series
Welcome to the complete guide for building AI coding assistants that actually work in production. This comprehensive three-book series takes you from fundamental concepts to implementing enterprise-ready collaborative systems.
Logial Thinking Process (LTP) / Issue Tree App and Exploration - Issue Trees & Logical Thinking Process
Collaboration of Rufus Pollock with David Joseph to build tooling for structured thinking — specifically a Logical Thinking Process (LTP) / Issue Tree app. Both David and Rufus share a long-standing desire to improve public discourse and improve collaboration: aligning efforts to goals, making claims or hypotheses and their logical structure clearer (claim-trees), allowing debate to accumulate, mapping evidence clearly to specific sub-claims.
CID (Content IDentifier)
Self-describing content-addressed identifiers for distributed systems
AI-SLOP: Develop best current practises for Open Source maintainers · Issue #178 · ossf/wg-vulnerability-disclosures
Open source projects are increasingly facing a wave of low-quality, AI-generated vulnerability reports and contributions—commonly referred to as "AI-slop." This issue aims to develop best...
A Design Science Research Methodology for Expert Systems Development
The knowledge of design science research (DSR) can have applications for improving expert systems (ES) development research. Although significant progress of utilising DSR has been observed in particular information systems design – such as decision support systems (DSS) studies – only rare attempts can be found in the ES design literature. Therefore, the aim of this study is to investigate the use of DSR for ES design. First, we explore the ES development literature to reveal the presence of DSR as a research methodology. For this, we select relevant literature criteria and apply a qualitative content analysis in order to generate themes inductively to match the DSR components. Second, utilising the findings of the comparison, we determine a new DSR approach for designing a specific ES that is guided by another result – the findings of a content analysis of examination scripts in Mathematics. The specific ES artefact for a case demonstration is designed for addressing the requirement of a ‘wicked’ problem in that the key purpose is to assist human assessors when evaluating multi-step question (MSQ) solutions. It is anticipated that the proposed design knowledge, in terms of both problem class and functions of ES artefacts, will help ES designers and researchers to address similar issues for designing information system solutions.
Designing Data-Intensive Applications
Data is at the center of many challenges in system desi…
