The AI Toolchain — issue -142, March 30, 2026

Agno v2.5.12 adds Docling tool integration and a new SchedulerTools toolkit for agent-driven schedule management.

$ git clone --branch v2.5.12 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:
$ git checkout v2.5.12

• ›Adds SchedulerTools toolkit, enabling agents to programmatically manage schedules.
• ›Adds DoclingTool integration with tests and cookbook example for document parsing and conversion within agents.

The agent that grows with you

Hermes v2026.3.30 adds multi-instance profiles, MCP server mode, Feishu/WeCom/Slack multi-workspace support, fallback provider chains, and Exa search.

$ git clone --branch v2026.3.30 https://github.com/NousResearch/hermes-agent.git
# already have the repo? check out this version:
$ git checkout v2026.3.30

$ hermes profile create staging
hermes -p staging model set nous/hermes-3-70b
hermes -p staging chat

# config.yaml
fallback_providers:
  - openrouter
  - nous-portal
  - local-ollama

• ›New hermes profile create/list/switch/delete/export/import/rename commands enable fully isolated multi-instance deployments, each with its own config, memory, sessions, skills, and gateway service with token-lock credential isolation.
• ›New hermes mcp serve exposes conversations, sessions, messages, and attachments to any MCP-compatible client (Claude Desktop, Cursor, VS Code) via stdio or Streamable HTTP transports.
• ›Official Dockerfile enables running Hermes Agent in a container in both CLI and gateway modes with volume-mounted config.
• ›New fallback_providers config key enables an ordered failover chain across multiple inference providers.
• ›Adds full gateway adapter for Feishu/Lark with event subscriptions, message cards, group chat, image/file attachments, and interactive card callbacks.

Copilot CLI v1.0.13 adds conversation rewind timeline, MCP LLM sampling requests, and faster startup via V8 compile cache.

$ git clone --branch v1.0.13 https://github.com/github/copilot-cli.git
# already have the repo? check out this version:
$ git checkout v1.0.13

$ /rewind

• ›New /rewind command and double-Esc gesture open a timeline picker that can roll back to any point in conversation history, not just the previous snapshot.
• ›MCP servers can now request LLM inference (sampling) with user approval via a new review prompt.
• ›MCP servers blocked by allowlist policy are now hidden from /mcp show.
• ›CLI startup time reduced by running terminal detection, auth, and git operations in parallel, and by a V8 compile cache that cuts parse and compile time on repeated invocations.
• ›MCP server OAuth authentication now works when the CLI runs in ACP mode.

The open source coding agent.

OpenCode v1.3.7 adds first-class PowerShell support on Windows and preserves JSONC comments during plugin installs.

$ git clone --branch v1.3.7 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.3.7

• ›Adds first-class PowerShell support on Windows.
• ›Plugin installs now preserve JSONC comments in configuration files.
• ›Adds theme colors for dialog textarea placeholders in the TUI.

OpenHands: AI-Driven Development

OpenHands 1.6.0 adds hooks support, /clear and /new chat commands, toggleable global skills, and Catalan UI localization.

$ git clone --branch 1.6.0 https://github.com/All-Hands-AI/OpenHands.git
# already have the repo? check out this version:
$ git checkout 1.6.0

• ›Adds hooks support, enabling extensible event-driven integrations with the OpenHands runtime.
• ›New /clear slash command starts a fresh conversation that inherits the current sandbox and configuration, preserving runtime state while resetting chat history.
• ›New /new slash command is now surfaced in the slash command menu for faster access to new conversations.
• ›Adds ability to enable or disable default global skills, giving operators control over which built-in capabilities are active.
• ›Adds a copy button to code blocks in the chat UI for easier extraction of generated code.

Qwen Code v0.13.2 adds a bundled qc-helper skill and qwen-code-claw integration.

$ git clone --branch v0.13.2 https://github.com/QwenLM/qwen-code.git
# already have the repo? check out this version:
$ git checkout v0.13.2

• ›Adds bundled qc-helper skill, qwen-code-claw reference, and a README claw guide for extended tool orchestration.

$ git clone --branch sdk-typescript-v0.1.6 https://github.com/QwenLM/qwen-code.git
# already have the repo? check out this version:
$ git checkout sdk-typescript-v0.1.6

$ qwen --session-id <your-session-id>

{
  "settings": {
    "env": {
      "MY_API_KEY": "abc123",
      "PROXY_URL": "http://proxy.example.com"
    }
  }
}

{
  "provider": "openai-compatible",
  "extra_body": {
    "custom_param": "value"
  }
}

llama.cpp b8589 adds Q4_K GEMM and GEMV OpenCL kernels for Qualcomm Adreno GPUs

$ git clone --branch b8589 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b8589

• ›Adds q4_K GEMM and GEMV OpenCL kernels for Qualcomm Adreno GPUs, enabling accelerated quantized matrix operations on Adreno hardware.

$ git clone --branch b8581 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b8581

Phoenix 13.20.0 adds REST endpoints to delete prompts and prompt version tags, plus a new copy field in the settings UI.

$ git clone --branch arize-phoenix-v13.20.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-v13.20.0

$ curl -X DELETE https://<phoenix-host>/prompt_versions/<version-id>/tags/production

$ curl -X DELETE https://<phoenix-host>/prompts/<prompt_identifier>

• ›New DELETE /prompt_versions/{id}/tags/{tag_name} REST endpoint to remove a specific tag from a prompt version.
• ›New DELETE /prompts/{prompt_identifier} REST endpoint to delete a prompt entirely.
• ›New CopyField component in the settings UI for one-click copying of configuration values.