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The AI Toolchain — issue -069, June 11, 2026

THE AI TOOLCHAIN NO. -069
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THE DAILY RELEASE FIREHOSE
PUBLISHED JUNE 11, 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   # 7 tools matched
AI & LLM Tooling
◆  AI Coding Agents

Cline

Sources Release notes → cli-v3.0.24 NOTES

Autonomous coding agent as an SDK, IDE extension, or CLI assistant.

Cline CLI v3.0.24 lets plugins submit prompts, supports custom API base URLs, and auto-opens device auth URLs.

└──▷ GET THIS VERSION
$ git clone --branch cli-v3.0.24 https://github.com/cline/cline.git
# already have the repo? check out this version:
$ git checkout cli-v3.0.24
  • ›Enables plugin commands to submit prompts directly to the agent.
  • ›Supports overriding the API base URL for custom or self-hosted endpoints.
  • ›Automatically opens the verification URL when starting device authentication.
  • ›Enforces a single shared Cline Hub, respawning a stale hub after an upgrade.
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◆  AI Agent Frameworks

CrewAI

Sources Release notes → 1.14.7 NOTES

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

CrewAI 1.14.7 adds a chat API for conversational flows, native Snowflake Cortex LLM, pluggable memory/RAG backends, and richer LLM event metadata.

└──▷ GET THIS VERSION
$ git clone --branch 1.14.7 https://github.com/crewAIInc/crewAI.git
# already have the repo? check out this version:
$ git checkout 1.14.7
└──▷ USE IT
Enable conversational back-and-forth with a flow using the new chat API.
python 
from crewai.flow.flow import Flow

flow = Flow()
response = flow.chat("What is the status of my order #1234?")
  • ›Adds a chat API enabling conversational flows within CrewAI.
  • ›Adds native Snowflake Cortex LLM provider integration.
  • ›Introduces pluggable default backends for memory, knowledge, RAG, and flow — making the locking backend overridable.
  • ›Surfaces real finish_reason, sampling parameters, and response.id on LLM events for richer observability.
  • ›Types DSL triggers as route-aware decorators for more expressive flow definitions.
+3 moreshow less
  • ›Builds FlowDefinition from Flow DSL metadata, separating DSL, definition, and runtime.
  • ›Adds support for crew trained agents file, enabling persisted agent training state.
  • ›Improves CrewAI import speed via lazy-loading of docling imports, unlocking faster cold starts.
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LangChain

Sources Release notes → langchain-core==1.4.6 2 RELEASES · 2026-06-11 NOTES STABLE

langchain-core 1.4.6 adds package version tracking to tracing metadata.

└──▷ GET THIS VERSION
$ git clone --branch langchain-core==1.4.6 https://github.com/langchain-ai/langchain.git
# already have the repo? check out this version:
$ git checkout langchain-core==1.4.6
  • ›Adds package version tracking to tracing metadata, surfacing library version information alongside trace data for easier debugging and reproducibility.
1 more release in this issue · 2026-06-11
langchain-model-profiles==0.0.6 NOTES STABLE

langchain-model-profiles 0.0.6 adds text_inputs and text_outputs fields to model profiles and new profile bump tooling.

└──▷ GET THIS VERSION
$ git clone --branch langchain-model-profiles==0.0.6 https://github.com/langchain-ai/langchain.git
# already have the repo? check out this version:
$ git checkout langchain-model-profiles==0.0.6
  • ›Adds text_inputs and text_outputs fields to ModelProfile for explicitly declaring text modality support on model profiles.
  • ›Adds a Makefile bump tool target (feat(infra): model profile bump tool) for automating model profile version updates in the repository.
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holmesgpt

Sources Release notes → 0.32.0 NOTES

SRE Agent - CNCF Sandbox Project

HolmesGPT 0.32.0 adds multi-instance toolsets, multi-cluster awareness, GitHub MCP auto-detection, and a unified firing boolean across all alert sources.

└──▷ GET THIS VERSION
$ git clone --branch 0.32.0 https://github.com/HolmesGPT/holmesgpt.git
# already have the repo? check out this version:
$ git checkout 0.32.0
  • ›Adds enable_todo flag to control the TodoWrite feature in evals.
  • ›Exposes a uniform firing boolean field for all alert sources, normalising alert state across integrations.
  • ›Adds multi-instance toolsets support ([ROB-3577]), allowing multiple instances of the same toolset to be configured simultaneously.
  • ›MCP auth health check now auto-detects and enables GitHub context automatically.
  • ›Adds a 'Denied commands' column to eval reports for visibility into blocked tool calls.
+5 moreshow less
  • ›Introduces multi-cluster scope-awareness in the LLM prompt layer, enabling the AI to reason across clusters.
  • ›Hardwires cluster and conversation context into platform-MCP headers for richer contextual routing.
  • ›Supports overriding the config file at runtime.
  • ›Allows omitting the temperature parameter for models that reject it (e.g. Claude Opus 4.7+).
  • ›Marks the llm_summarize transformer as legacy / not recommended, steering users toward current alternatives.
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◆  Local LLM Runtimes

LocalAI

Sources Release notes → v4.4.1 NOTES

LocalAI v4.4.1 adds streaming across the LLM, TTS, and transcription pipeline stages in the realtime feature.

└──▷ GET THIS VERSION
$ git clone --branch v4.4.1 https://github.com/mudler/LocalAI.git
# already have the repo? check out this version:
$ git checkout v4.4.1
  • ›Streams the LLM, TTS, and transcription pipeline stages in the realtime feature, enabling lower-latency end-to-end audio/language workflows.
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Other / Uncategorized
◆  AI OBSERVABILITY

Arize Phoenix

Sources Release notes → arize-phoenix-client-v2.9.0 2 RELEASES · 2026-06-11 NOTES STABLE

Phoenix client v2.9.0 adds playground repetitions, experiment recording, and a user-invokable skill menu for agents.

└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-client-v2.9.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-client-v2.9.0
  • ›Adds a playground repetitions tool to the Phoenix client.
  • ›Adds a playground experiment recording tool (pxi) for capturing experiment runs directly from the playground.
  • ›Introduces a user-invokable skill menu for agents, enabling interactive skill selection during agent workflows.
1 more release in this issue · 2026-06-11
arize-phoenix-v17.4.0 NOTES STABLE

Phoenix v17.4.0 adds local slash commands in the chat menu, dataset evaluator management via pxi, and free-form duration search in the time range selector.

└──▷ GET THIS VERSION
$ git clone --branch arize-phoenix-v17.4.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-v17.4.0
  • ›Adds select, read, and edit operations for dataset evaluators in the pxi CLI.
  • ›Adds local slash commands to the agents chat menu for in-session actions.
  • ›Adds search and free-form duration entry to the UI time range selector.
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Langfuse

Sources Release notes → v3.184.1 2 RELEASES · 2026-06-11 NOTES STABLE

Langfuse v3.184.1 applies export field groups to the legacy observations export in blob storage.

└──▷ GET THIS VERSION
$ git clone --branch v3.184.1 https://github.com/langfuse/langfuse.git
# already have the repo? check out this version:
$ git checkout v3.184.1
  • ›Applies export field groups to the legacy observations export in blob storage.
1 more release in this issue · 2026-06-11
v3.184.0 NOTES STABLE

Langfuse v3.184.0 accelerates metadata filtering and adds feedback buttons to the agent UI.

└──▷ GET THIS VERSION
$ git clone --branch v3.184.0 https://github.com/langfuse/langfuse.git
# already have the repo? check out this version:
$ git checkout v3.184.0
  • ›Adds feedback buttons to the agent UI for quick human-in-the-loop signal collection.
  • ›Accelerates contains and startsWith filter operators on metadata columns for faster trace/observation filtering.
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// END OF TRANSMISSION

The AI Toolchain · curated daily · June 11, 2026
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