Releases.

The agent-reliability release. The repetition marathons in long agent sessions are fixed at the source, and the biggest quality-of-life issues since 2.0.1 are closed.

• Repetition marathons fixed. Multi-turn reasoning history now renders on Qwen's trained contract (scoped to the active round). The captured looping session went from 3/4 marathons to 4/4 immediate healthy tool calls; root-caused to context construction, not quantization.
• Serve on any host and port from the app. LAN serving (0.0.0.0) no longer misreports ports or kills healthy daemons, and the app explains the API-key requirement up front.
• Warm prefix reuse for every agent client. Pi, Claude Code, Cline, and custom harnesses get the block-prefix warm restores that were gated to OpenCode.
• Settings Off means Off. The SSD session cache setting is passed explicitly, so an explicit Off stays off and session-bank stops growing back. The runtime venv self-heals after updates.
• Community fixes. Streaming reasoning-tag leak fix by @Osamaali313, quickstart host/port rendering by @hasegaw, and a bounded Ctrl-C shutdown under open streams.

Turbo for every Mac. The v2 turbo default now covers every dense model on every Apple Silicon generation, with a load-time kernel safety net.

• M1 and M2 get their speedup. The FP16 27B those Macs route to now defaults to turbo: decode up 19-31% across 0.5k-32k context, roughly 2x over plain autoregressive decode.
• New 6-bit kernels. The 9B tier gains 33-62% decode and 43% faster 2k prefill under turbo.
• New model: Optimized Quality FP16. The missing M1/M2 quality artifact, wired into the picker and the chip-aware routing.
• Kernels prove themselves on your machine. Every turbo lane self-checks against stock MLX at load and falls back per lane if anything disagrees. Worst case is 2.0.0 speed, never wrong output.
• Verified on real M1 hardware. Kernel exactness plus a live turbo smoke now run in CI on M1 runners.

The coding-agent release. Long agent sessions in OpenCode, Pi, Hermes, and Claude Code that stay fast, stay warm, and do not fall over.

• Session cache v2. KV state survives restarts on SSD; a 100k-token session restores in ~2s. Tool-call turns chain warm instead of re-prefilling minutes per turn.
• Turbo decode, on by default. New verify kernels and compiled verify: 27B Optimized-Speed ~45 to 58-60 tok/s, Optimized-Quality 31-36 to 43-44 tok/s on M5 Max.
• Long context. 64k decode +12%, 128k from 17 to 20+ tok/s, peak memory down 8-16 GB. Stock PyPI MLX, no fork, any Apple Silicon Mac.
• Stability. The app no longer kills a healthy engine mid-session; fresh installs no longer crash at model load; SSD restores are corruption-free.
• Agent protocol pass. OpenCode plan-to-build keeps its cache and tools; presence/frequency penalties end-to-end; honest model identity for third-party builds.
• Chat. Markdown renders live while streaming; one compact activity strip per turn with grouped tool rounds and sources.
• Memory that fits your Mac. Cache budgets scale to the machine, with explicit RAM and SSD limits in Settings.
• Vision under MTP tells the truth. No more fabricated differences between similar screenshots.
• Fans behave. Ramp on request arrival, RPM-verified, held through post-response cache work.