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Priorität: ⚪ niedrig · Kategorie: Robustheit ON MATCH SET setzt alle Felder; weggelassene Parameter überschreiben Bestehendes mit Defaults. Gezielte Teil-Updates gibts nur via memory_preference_update ...

🤖 Agent-generated issue (summary of an autonomous experiment run). Goal Port the PyTorch HybridMuon optimizer (opt_a / opt_f variants, from github.com/mahyarjn80/Opt_Smuon) to JAX/Levanter and reproduce ...
agent-generated

Priorität: 🟡 mittel · Kategorie: Performance _store_embedding invalidiert nach jedem memory_add den ganzen Cache (:2525); nächste Suche rebuildet die komplette Matrix aus der DB (_ensure_embed_matrix ...

Priorität: 🟡 mittel · Kategorie: Robustheit _id() (server.py:2083) normalisiert zu [a-z0-9_], Hash-Suffix erst ab 64 Zeichen. Darunter kollidieren verschiedene Namen: Tool X, tool-x, tool_x → alle tool_x. ...

Priorität: 🟠 hoch · Kategorie: Sicherheit check_cleanup_pending() (server.py:401) injiziert Pending-Items als SessionStart-additionalContext. Inhalt ist über die unauthentifizierte Route POST /api/cleanup/pending ...

背景 tree_view_toolbar は config/public_api_manifest.yml の helper_methods に含まれ、docs/en/toolbar.md / docs/ja/toolbar.md では actions:、labels:、class_name:、button_class_name:、html:、action_html: を host app が使える ...
area:feature
area:test
risk:medium
scope:proposal
status:ready-for-agent
track:feature
type:feature

Phase 3: Strategic Automation Growth 1. Global Command Center (Search Discovery) - Omnisearch: Implement a global search bar (CMD+K style) to instantly find Customers, Vehicles, or Jobs from anywhere ...

Priorität: 🔴 kritisch · Kategorie: Sicherheit `docker-compose.yml` bindet `HOST=0.0.0.0` Port 3456, und keine Route prüft Token/Secret. Für jeden, der den Port erreicht: - `GET /export` → kompletter ...

I have a phyn plus and 6 phyn water leak sensors. Recently, I started getting no data through home assistant from the phyn plus, where maybe it worked for ~35 minutes, then stopped for 20 minutes, then ...

we need to add the biorxiv citation (and then update to the book chapter) to the docs.
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