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The AI Toolchain — issue -094, May 17, 2026

THE AI TOOLCHAIN NO. -094
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THE DAILY RELEASE FIREHOSE
PUBLISHED MAY 17, 2026 · EVERY WEEKDAY
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The daily firehose — everything the toolchain shipped today, already filtered.

// HOW THIS ISSUE IS MADE

We read every release from the 174 tools on our watchlist at the source — GitHub and GitLab release notes, vendor release pages and changelogs, project blogs and feeds, vendor press releases, and the source code behind the tag. Bug-fix-only releases and non-product newsroom noise are dropped; what's left is summarized down to the new capability, how to try it, and any screenshots or videos the release itself published. Every entry links to the sources it was built from.

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$ tct list   # 2 tools matched
AI & LLM Tooling
◆  AI Agent Frameworks

holmesgpt

Sources Release notes → 0.30.0 NOTES

SRE Agent - CNCF Sandbox Project

HolmesGPT 0.30.0 adds GitLab MCP server integration alongside existing Kubernetes MCP support.

└──▷ GET THIS VERSION
$ git clone --branch 0.30.0 https://github.com/HolmesGPT/holmesgpt.git
# already have the repo? check out this version:
$ git checkout 0.30.0
  • Adds GitLab MCP server integration, enabling Holmes to interact with GitLab repositories and resources via the Model Context Protocol.
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◆  Local LLM Runtimes

vMLX

Sources Release notes → v1.5.39 NOTES

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!

vMLX v1.5.39 adds native MTP health reporting with depth, scope, tensor counts, and gating reasons, plus Qwen 3.6 and Kimi K2.6 runtime support.

└──▷ GET THIS VERSION
$ git clone --branch v1.5.39 https://github.com/jjang-ai/vmlx.git
# already have the repo? check out this version:
$ git checkout v1.5.39
  • Native MTP health/status now reports depth, scope, tensor counts, and gating reasons.
  • Supports Qwen 3.6 MTP artifacts defaulting to D3, with opt-in model-local tuning sidecars.
  • Qwen 3.6 MTP+VL app detection preserves multimodal behavior for artifact-backed affine-JANG MTP+VL bundles when indexed MTP and vision tensors are present.
  • Adds Source/PyPI runtime patch parity for Kimi K2.6 MLA and Gemma 4 vision pixel-value handling.
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