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Reservoir/cell correctness (state lifecycle, leak/relu validation, NG-RC feature semantics), performance (torch.compile/scan path, sparse spectral radius), and new cells: noise injection, band-pass, gated ...
area:reservoirs
type:epic

Polish the Next.js demo until it feels like a real product screen, not a toy component dump. Confirm responsive layout, keyboard path, readable density, and premium theme fit.
type:demo

Verify GitHub Pages workflow, deployment URL, static assets, base path, and first-load rendering for the Next.js ApexUI demo. Theme: graphite-dark.
type:qa

Refactor the readout base (pluggable solvers, is_fitted buffer, CG NaN/relative-tol fixes) and add a complete readout family: direct/SVD/Cholesky/pinv ridge, RidgeCV/GCV, weighted Tikhonov, elastic-net/LASSO, ...
area:readouts
type:epic

Implement a generic DatabaseEngine component to collect and execute requests required to perform Item operations (get, select, update, create, delete...) on a concrete database from a low-code DatabaseItem ...

Replace TODO with live values: - [ ] APP_ENV - [ ] LOG_LEVEL - [ ] JWT_SECRET - [ ] ENCRYPTION_KEY_32B - [ ] TIKTOK_APP_ID - [ ] TIKTOK_APP_SECRET - [ ] TIKTOK_ADS_ACCESS_TOKEN - [ ] TIKTOK_REFRESH_TOKEN ...

Daily Digest — Anesh2302/Work-Flow- Overall pulse The overall pulse of Anesh2302 s work flow over the last 24 hours indicates a period of inactivity. With 0 commits, 0 PRs, and 0 issues across 9 repositories, ...
digest

Using {preferAttributes: true}, this edge case is missed: // ❌ const data = el.dataset; // should raise error here console.log(data.fooBar); console.log(data.bazQux); // ✅ console.log(el.getAttribute( ...
bug

Summary The async DB engine is created with no connection-resiliency settings, and the liveness/readiness probes never touch Postgres. Together these mean a broken/stale pooled connection (e.g. after ...
bug

Correctness fixes in ESNModel: forecast autoregression semantics (slot-0/initial_feedback/return_warmup), state restoration validation, differentiable rollout, plot_model fragility, and typing/docs drift. ...
area:core
type:epic
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ProTip! Restrict your search to the title by using the in:title qualifier.