v0.8.0 v0.28.0
msitarzewski/agency-agentsAug 25, 2026 → Aug 26, 20261 day between releases
What's New
Drastic shift from mouse configuration to LLM performance and model support
Breaking Changes
- bitsandbytes support migrated to an out-of-tree plugin
- Transformers bumped to version 5.15.0
- Deprecated calculate_kv_scales runtime function removed
- Deprecated override_attention_dtype removed
New Features
- New model support: Muse Glimmer, Ling 3.0 Flash, Dots3 NOTE, and Interns2mobius
- Vision encoder optimizations including ViT full CUDA graphs
- New defaults: max_num_batched_tokens raised to 16384 and prefix caching enabled by default
- RL workflow improvements including stateful trainer send over NCCL
- Hardware support for AMD Quark NVFP4 and ROCm gfx11/gfx950
Improvements
- Significant Kimi-K3 performance push with Decode Context Parallel (DCP) support
- DeepSeek V4 sparse MLA support and AMD ROCm enablement
- Advances in speculative decoding with DFlash2 and DSpark confidence-scheduled verification
- Rust frontend and gRPC enhancements including multimodal image inference
- Tiered KV cache offloading with disk support and performance metrics
Bug Fixes
- Narrowed eager CUDA graph regions to optimize memory usage
Upgrade Notes
Migrate bitsandbytes to the new out-of-tree plugin and update Transformers to 5.15.0. Check for usage of the removed calculate_kv_scales and override_attention_dtype functions. New defaults include a raised max_num_batched_tokens and enabled prefix caching.
The Two Releases
v0.8.0
Aug 25, 2026· 2 months ago
The major v0.8.0 release introduces significant GUI and functionality improvements. It unifies device settings across connection types, redesigns the device workspace for better scalability, adds per-app profile editing in the GUI, and enhances scrolling capabilities with smooth scrolling and tap/hold differentiation.
Full release notesv0.28.0
Aug 26, 2026· 2 months ago
A major performance update focusing on Kimi-K3 optimizations, DeepSeek V4 support, and speculative decoding advances, alongside Rust frontend and KV cache improvements.
Full release notes