Adds native Attention operator support and new demoDiffusion pipelines for Cosmos‑Predict2 text2image and video2world.
Adds UUIDv7‑aware time_bucket and continuous aggregates, direct compress that plays nicely with CAGGs, and lightning‑fast in‑memory recompression (4–5×) for columnstore.
Drush now supports native Symfony Console commands and adds a new workspace:publish command.
Java 21 support, experimental virtual storage for on‑demand segments, MSQ engine now built‑in, a new lines input format, and query features like per‑segment timeouts and scan result caching.
Prometheus Operator adds a status subresource to PrometheusRule CRs (feature-gated) and now supports Azure system-assigned managed identities for remote write.
Shipped a distributed data cache for zero‑copy GPU streaming, built‑in LLM post‑training with LoRA/QLoRA/DoRA, and an easier controller install via Helm charts.
Halloy adds resend/delete for failed messages, fuzzy command bar search, Emacs‑like input keybindings, per‑server proxy settings, a /plain send option, and the ability to disable DCC.
Now supports Grok, brings an MCP UI proxy, SessionManager-powered ACP sessions, a registry-ready Supabase MCP server, WAL-backed transactions, and recipe security scanning.
Fresh goodies: playback speed button + hotkeys, “Last watched” timestamps on thumbnails, Shorts auto‑scroll, a separate full‑screen quality setting, and options to exclude Shorts from Play All and blocklist disliked videos.
FP8 RL is here (1.4x faster, 60% less VRAM) plus Qwen3‑VL with GGUF for local runs, DeepSeek‑OCR fine‑tuning, and zero‑setup Docker models.