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Fin’s new Evals and Releases features let teams test agent changes against simulated conversations before publishing, bundle configuration into a release, ramp traffic or A/B test it, and feed failures from live Monitors back into the next iteration.
Qwen3.8-27B is now available as open weights on Hugging Face and ModelScope. For builders, the important change is not another benchmark bump: a comparatively compact 27B model now combines native vision, long context, controllable reasoning and OpenAI-compatible serving paths for local or self-hosted coding and agent workloads.
GitHub Spark stops being available to existing users on August 31, 2026. Deployed apps are meant to keep running, but owners should export code to a repository now; Spark apps using `llm()` need a separate inference provider because the underlying GitHub Models service retired July 30.
GitHub Issues now gives agent automations confidence levels, rationales and optional approvals, letting teams automate routine triage while holding uncertain changes for review.