{"boards":[{"slug":"wlcro-payments-platform","title":"Payments platform — build","tag":"Development","category":"fintech","status":"Active","kind":"execution","fields":["fintech"],"parent_project":"wlcro","contributors":3,"open_threads":0,"open_problems":0,"keywords":["payments","ledger","settlement","fintech"],"abstract":"Execution board for Wlcro: the engineering workstream building the multi-currency ledger, cross-border settlement, and compliance tooling behind the product. Open to contributors who want to ship payments infrastructure, not just study it.","updated_at":"2026-05-25","url":"https://xooplab.com/boards/wlcro-payments-platform"},{"slug":"agent-legible-web","title":"The agent-legible web","tag":"Infra","category":"infra","status":"Active","kind":"research","fields":["networking","artificial-intelligence"],"parent_project":null,"contributors":38,"open_threads":7,"open_problems":3,"keywords":["agentic web","JSON-LD","llms.txt","retrieval","provenance"],"abstract":"When the dominant consumer of a page is a retrieval system, the optimal page shape changes. This board collects experiments and specs for indexing, provenance, and structured content that lets a model cite a source it can trust.","updated_at":"2026-05-23","url":"https://xooplab.com/boards/agent-legible-web"},{"slug":"spatial-harmony-computed","title":"Spatial harmony, computed","tag":"Spatial × ML","category":"spatial","status":"Active","kind":"research","fields":["spatial-intelligence","artificial-intelligence"],"parent_project":"auspicia","contributors":31,"open_threads":9,"open_problems":4,"keywords":["Vastu Shastra","Feng Shui","generative design","spatial constraints","diffusion models"],"abstract":"Vastu and Feng Shui encode centuries of priors about how built space should be arranged. Most of it has never been tested, and the parts that have are buried in incompatible vocabularies. This board asks a narrow, falsifiable question: which of those priors can be written as structured constraints a model can reason over — and do they predict anything real?","updated_at":"2026-05-22","url":"https://xooplab.com/boards/spatial-harmony-computed"},{"slug":"identity-for-two-readers","title":"Identity for two readers","tag":"Identity","category":"identity","status":"Active","kind":"research","fields":["networking","artificial-intelligence"],"parent_project":null,"contributors":24,"open_threads":5,"open_problems":3,"keywords":["agent identity","delegated credentials","OAuth","session management"],"abstract":"Login was designed for humans typing passwords. When an autonomous agent acts on your behalf, what does the credential look like — and how does it stay revocable, scoped, and auditable across devices and sessions? This board collects experiments and a minimal protocol.","updated_at":"2026-05-20","url":"https://xooplab.com/boards/identity-for-two-readers"},{"slug":"migration-resistant-interoperability","title":"Migration-resistant interoperability","tag":"Interop","category":"interop","status":"Active","kind":"research","fields":["networking","artificial-intelligence"],"parent_project":null,"contributors":19,"open_threads":4,"open_problems":3,"keywords":["semantic diffing","API versioning","bidirectional adapters","interop"],"abstract":"Most cross-system integration is brittle because contracts are frozen at the moment they're written. We're exploring whether semantic diffing + bidirectional adapters can make integrations age gracefully across version changes.","updated_at":"2026-05-15","url":"https://xooplab.com/boards/migration-resistant-interoperability"},{"slug":"platform-capitalism-audited","title":"Platform capitalism, audited","tag":"Economics","category":"econ","status":"Recruiting","kind":"research","fields":["economic-modeling"],"parent_project":"turfdynamics","contributors":17,"open_threads":3,"open_problems":3,"keywords":["two-sided markets","platform economics","value capture","audit"],"abstract":"Two-sided platforms publish enough data to study how value gets distributed between platform, seller, and buyer — if you're willing to do the work. This board builds an open scoring method and applies it to public datasets.","updated_at":"2026-05-11","url":"https://xooplab.com/boards/platform-capitalism-audited"},{"slug":"reasoning-on-self-hosted-models","title":"Reasoning on self-hosted models","tag":"Open models","category":"models","status":"Recruiting","kind":"research","fields":["economic-modeling","artificial-intelligence"],"parent_project":"turfdynamics","contributors":13,"open_threads":2,"open_problems":3,"keywords":["open models","self-hosted LLM","reasoning benchmarks","cost"],"abstract":"Open-weight models are catching up fast, but most published benchmarks aren't the tasks anyone actually pays for. This board collects reproducible benchmarks on real planning and reasoning workloads, with the spreadsheets attached.","updated_at":"2026-05-08","url":"https://xooplab.com/boards/reasoning-on-self-hosted-models"}]}