v0.76.1
bilawalsidhu/gods-eye-viewv0.76.1Sep 12, 2026by github-actions[bot]
Upgrading?
AI Summary
This release focuses on improving diagnostics for GPU memory and network connections, alongside numerous bug fixes regarding device matching, tool definitions, and cross-platform support (Apple OpenMP, Linux CUDA).
Key Highlights
- Added detailed visibility into advertised VRAM capacity and GPU capture sources.
- Fixed network advertising to use externally observed public addresses and improved device matching logic for NVIDIA drivers.
- Enhanced system stability with fixes for malformed tool definitions, self-identity joins, and Windows cache serialization.
Breaking Changes
- NVIDIA driver devices are now matched by identity instead of index.
- Self-identity joins are now rejected to prevent conflicts.
New Features
- Itemized display of advertised VRAM capacity breakdown.
- New 'gpu_name_source' field to show how GPU names were captured.
- Direct-connect path diagnostics for troubleshooting network issues.
Full Release Notes
## [0.76.1] - 2026-09-12 ### Added * Itemize the advertised capacity behind vram_bytes by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1673 * Gpu_name_source beside gpu_name — how the value was captured, display unchanged by @StevenMih in https://github.com/Mesh-LLM/mesh-llm/pull/1679 * Diagnose direct-connect advertisement and peer paths by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1803 * Surface the advertised memory breakdown by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1754 ### Fixed * Roll up the 0.76.1 bugfix branch into main by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1789 * Reject malformed tool definitions by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1761 * Link Apple OpenMP runtime by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1766 * Advertise externally observed public address by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1774 * Reject self-identity joins and add node key override by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1775 * Keep direct GGUF split loads local by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1776 * Report client mode from --client --auto console state by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1787 * Match NVIDIA driver devices by identity instead of index by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1760 * Honor native runtime selection across startup paths by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1759 * Keep the OpenAI listener alive across accept errors by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1762 * Support Linux CUDA on driver-only hosts by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1793 * Serialize materialized cache writes on Windows by @Bortlesboat in https://github.com/Mesh-LLM/mesh-llm/pull/1685 * Use served model IDs in ready commands by @Bortlesboat in https://github.com/Mesh-LLM/mesh-llm/pull/1688 * Retain device placement in native log summaries by @Bortlesboat in https://github.com/Mesh-LLM/mesh-llm/pull/1689 ### Internal <details> <summary>CI, build, test, and repository work with no user-facing behavior change (16 changes)</summary> #### CI and release engineering * Declare and enforce the Linux glibc floor for shipped artifacts by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1768 * Stamp the real source revision into release attestations by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1765 * Guard Linux product smoke selector drift by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1733 * Preflight packaging dispatch credentials by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1734 * Publish SDK smoke cache policy by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1735 * Simplify llama canary state machine by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1727 * Stop duplicate release tag runs by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1731 * Bound llama canary repair stalls by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1764 * Harden llama canary runner and stage loading by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1781 * Fly console image build: pin pnpm and copy the whole crates tree by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1779 * Reject backward llama.cpp pin moves by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1783 * Simplify llama canary agent harness by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1813 * Regroup release notes from conventional commits by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1758 * Let llama canary verification reach certification by @i386 in https://github.com/Mesh-LLM/mesh-llm/pull/1819 #### Build and dependencies * Probe lld and fall back to the platform linker when it cannot link by @ndizazzo in https://github.com/Mesh-LLM/mesh-llm/pull/1771 #### Tests * Make the read-only filesystem warning test portable by @Virgile-pct in https://github.com/Mesh-LLM/mesh-llm/pull/1658 </details> **Full Changelog**: https://github.com/Mesh-LLM/mesh-llm/compare/v0.76.0...v0.76.1
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