The AI Toolchain — issue -249, December 11, 2025

Agno v2.3.11 adds OpenAI-specific fields to RunOutput and RunCompletedEvent for streaming and non-streaming access.

$ git clone --branch v2.3.11 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:
$ git checkout v2.3.11

• ›Adds new OpenAI-specific fields to RunOutput and RunCompletedEvent classes via response_provider_data, exposing provider data in both streaming and non-streaming cases.

AutoGPT Platform v0.6.40 adds GitHub webhook triggers, new spreadsheet blocks, execution accuracy alerts, and unified Google Sheets/Drive credentials.

$ git clone --branch autogpt-platform-beta-v0.6.40 https://github.com/Significant-Gravitas/AutoGPT.git
# already have the repo? check out this version:
$ git checkout autogpt-platform-beta-v0.6.40

• ›Adds 4 new GitHub webhook trigger blocks for event-driven agent automation.
• ›Adds many new spreadsheet blocks expanding data manipulation capabilities in the flow builder.
• ›Adds an execution accuracy alert system to surface agent output quality issues.
• ›Improves Google Sheets and Google Drive integration with unified credentials, replacing separate credential flows.
• ›Adds a file input widget with variants and base64 support to flow editor nodes.

langchain-openai 1.1.2 adds a strict flag to ProviderStrategy structured output.

$ git clone --branch langchain-openai==1.1.2 https://github.com/langchain-ai/langchain.git
# already have the repo? check out this version:
$ git checkout langchain-openai==1.1.2

• ›Adds strict flag to ProviderStrategy structured output, enabling strict schema enforcement when using provider-based structured output.

OpenAI Agents SDK v0.6.3 preserves logprobs from the chat completions API in ModelResponse.

$ git clone --branch v0.6.3 https://github.com/openai/openai-agents-python.git
# already have the repo? check out this version:
$ git checkout v0.6.3

• ›Preserves logprobs data from the chat completions API in ModelResponse, making token-level probability information available to callers downstream.

PydanticAI v1.30.0 adds CerebrasModel, prompt caching options for OpenAI, and multi-modal output in LLMJudge.

$ git clone --branch v1.30.0 https://github.com/pydantic/pydantic-ai.git
# already have the repo? check out this version:
$ git checkout v1.30.0

• ›Adds CerebrasModel as a new supported LLM provider integration.
• ›Adds prompt caching options to OpenAIChatModelSettings for controlling OpenAI prompt cache behavior.
• ›Supports multi-modal output in LLMJudge evaluations.

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

Cline v3.41.0 adds web search/fetch tools, OpenAI Responses API, parallel tool calling, hooks in CLI, and new model support including GPT-5.2 and Amazon Nova 2 Lite.

$ git clone --branch v3.41.0 https://github.com/cline/cline.git
# already have the repo? check out this version:
$ git checkout v3.41.0

• ›Adds web search capability with a new websearch tool and minimal search usage UI, enabling Cline to query the web during tasks.
• ›Adds updated webfetch tool with a new handler for fetching web content, accessible via the new Web Tools features menu.
• ›Adds OpenAI Responses API support with Codex model compatibility.
• ›Adds experimental parallel tool calling support, allowing multiple tools to be invoked simultaneously.
• ›Enables hooks in the CLI, bringing hook lifecycle events to headless/CLI workflows.

Continue v1.2.12 adds headless CLI mode, grep/find/findstr search fallback, Gemini thought signatures, org profile selection, and auto-approval of parallel read-only tools.

$ git clone --branch v1.2.12-vscode https://github.com/continuedev/continue.git
# already have the repo? check out this version:
$ git checkout v1.2.12-vscode

$ continue --headless

• ›Removes TTY requirement for the CLI in headless mode, enabling non-interactive/CI environments to run the CLI without a terminal.
• ›Adds grep, find, and findstr as alternative search strategies in the CLI when ripgrep is unavailable.
• ›Adds support for Gemini thought signatures in streaming responses via the google/genai SDK, now used for all Gemini and Vertex streaming.
• ›Adds org profile selection on sign-in, letting users choose their organization during authentication.
• ›Auto-approves parallel read-only built-in tools, reducing interruptions during agent runs.

Glamourous agentic coding for all

Crush v0.23.0 adds GPT-5.2 and GPT-5.1 Codex Max support, plus MCP disabled_tools config.

$ git clone --branch v0.23.0 https://github.com/charmbracelet/crush.git
# already have the repo? check out this version:
$ git checkout v0.23.0

# In your MCP server config block, add:
disabled_tools:
  - bash
  - write_file

• ›Adds support for OpenAI GPT-5.2 as a selectable model.
• ›Adds support for GPT-5.1 Codex Max model.
• ›New disabled_tools list in MCP config lets you suppress specific MCP tools without removing the server.
• ›Shows a / hint in the TUI editor when the input field is empty, surfacing command discovery.

Lightweight coding agent that runs in your terminal

Codex CLI rust-v0.71.0 adds gpt-5.2 support, shell snapshots, long-snapshot warnings, and an elevated Sandbox 2.

$ git clone --branch rust-v0.71.0 https://github.com/openai/codex.git
# already have the repo? check out this version:
$ git checkout rust-v0.71.0

• ›Adds gpt-5.2 as a selectable model, OpenAI's latest frontier model with improvements across knowledge, reasoning, and coding.
• ›Shows the default model in the model picker so practitioners can see at a glance what will be used.
• ›Adds shell snapshots for shell commands, capturing environment state for reproducibility.
• ›Adds warnings when snapshots grow too long, surfacing potential performance or context issues early.
• ›Introduces Elevated Sandbox 2, an upgraded sandboxing environment.

The open source coding agent.

OpenCode v1.0.150 adds super modifier (Command/Windows key) support in keybinds.

$ git clone --branch v1.0.150 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.0.150

• ›Supports the super modifier (Command/Windows key) in keybinds, enabling shortcuts like super+z for undo and super+shift+z for redo.

$ git clone --branch v1.0.147 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.0.147

$ git clone --branch v1.0.144 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.0.144

Qwen Code v0.4.1-nightly adds a VSCode extension and a cleaner input prompt UI for easier copy/paste.

$ git clone --branch v0.4.1-nightly.20251211.a02c4b27 https://github.com/QwenLM/qwen-code.git
# already have the repo? check out this version:
$ git checkout v0.4.1-nightly.20251211.a02c4b27

• ›Adds a VSCode Extension, bringing Qwen Code capabilities directly into the editor.
• ›Removes vertical borders from the input prompt UI, making it easier to copy and paste prompts.

Zed v0.216.1 adds GPT-5.2 support and shows extension-defined agent display names in the menu.

$ git clone --branch v0.216.1 https://github.com/zed-industries/zed.git
# already have the repo? check out this version:
$ git checkout v0.216.1

• ›Adds support for OpenAI's GPT-5.2 as an available model.
• ›Renders agent display names defined by extensions in the agent selection menu.

llama.cpp b7353 enables Jinja templating by default in the CLI.

$ git clone --branch b7353 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b7353

• ›Jinja templating is now enabled by default in the CLI (previously required explicit opt-in via common/arg.cpp).

$ git clone --branch b7352 https://github.com/ggml-org/llama.cpp.git
# already have the repo? check out this version:
$ git checkout b7352

[my-model]
LLAMA_ARG_N_GPU_LAYERS=35
LLAMA_ARG_FLASH_ATTN=1

Phoenix client v1.27.0 adds span annotation notes via Python client and REST endpoint, plus LDAP authentication support.

$ git clone --branch arize-phoenix-client-v1.27.0 https://github.com/Arize-ai/phoenix.git
# already have the repo? check out this version:
$ git checkout arize-phoenix-client-v1.27.0

• ›Adds a span notes REST endpoint, enabling programmatic creation and retrieval of notes attached to individual spans.
• ›Adds a span note function to the Python client library for annotating spans with freeform notes.
• ›Adds Lightweight Directory Access Protocol (LDAP) support for authentication.

Milvus 2.5.24 improves BM25 sparse vector search load performance and cluster load balancing stability.

$ git clone --branch v2.5.24 https://github.com/milvus-io/milvus.git
# already have the repo? check out this version:
$ git checkout v2.5.24

• ›Optimizes loading performance of BM25 statistics for sparse vector search, reducing startup latency for relevant workloads.
• ›Refines cluster load balancing by excluding stopping nodes from resource groups, improving stability under node churn.

Weaviate v1.33.10 adds maintenance mode for gRPC and BaseURL support for Cohere's reranker module.

$ git clone --branch v1.33.10 https://github.com/weaviate/weaviate.git
# already have the repo? check out this version:
$ git checkout v1.33.10

• ›Adds BaseURL setting to the Cohere reranker module, enabling use of custom or self-hosted Cohere reranker endpoints.
• ›Adds a maintenance mode interceptor to the gRPC server, allowing the server to reject requests during maintenance windows.

$ git clone --branch v1.32.22 https://github.com/weaviate/weaviate.git
# already have the repo? check out this version:
$ git checkout v1.32.22