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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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