The AI Toolchain — issue -242, December 18, 2025

Agno v2.3.15 adds OpenRouter cost tracking in run metrics and a migrate-all-DBs endpoint via AgentOS.

$ git clone --branch v2.3.15 https://github.com/agno-agi/agno.git
# already have the repo? check out this version:
$ git checkout v2.3.15

• ›Adds a cost field to run Metrics for OpenRouter-backed runs, enabling usage accounting across OpenRouter provider calls.
• ›Adds an endpoint to migrate all databases at once via AgentOS.

Glamourous agentic coding for all

Crush v0.28.0 adds env-var overrides for config directories and Hyper/Copilot login via onboarding.

$ git clone --branch v0.28.0 https://github.com/charmbracelet/crush.git
# already have the repo? check out this version:
$ git checkout v0.28.0

• ›Adds ability to set environment variables to override config directories.
• ›Enables Hyper and GitHub Copilot login directly through the onboarding flow.

GitHub Copilot CLI v0.0.370 adds --available-tools and --excluded-tools flags, STDIO MCP server type, and SHA256 checksum publishing.

$ git clone --branch v0.0.370 https://github.com/github/copilot-cli.git
# already have the repo? check out this version:
$ git checkout v0.0.370

• ›Adds --available-tools and --excluded-tools CLI flags to filter which tools the model can use during a session.
• ›Adds STDIO as a synonymous type for Local when configuring MCP servers in the CLI configuration UI.
• ›Publishes SHA256 checksums for CLI executables alongside each release.
• ›Diff display now uses your configured git pager (e.g. delta, diff-so-fancy) instead of the default pager.
• ›Loads CA certificates from system stores and environment variables, enabling use in corporate/proxy environments.

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

Goose v1.17.0 adds Inception provider, MCP elicitation, external server support, OpenAI streaming, and new built-in recipes.

$ git clone --branch v1.17.0 https://github.com/block/goose.git
# already have the repo? check out this version:
$ git checkout v1.17.0

• ›Adds Code Mode MCP platform extension for enhanced code execution capabilities via tool calling.
• ›Supports MCP elicitation, enabling interactive prompts during tool execution.
• ›Enables connection to an external goosed server backend.
• ›Adds Inception provider, bringing Mercury model support to Goose.
• ›Adds streaming support for the OpenAI responses API.

Lightweight coding agent that runs in your terminal

Codex CLI gains gpt-5.2-codex model, a new /experimental slash command, model picker UI, and configurable ghost-snapshot warnings.

$ git clone --branch rust-v0.74.0 https://github.com/openai/codex.git
# already have the repo? check out this version:
$ git checkout rust-v0.74.0

$ /experimental

• ›New /experimental slash command for accessing experimental features from within the CLI.
• ›New model picker UI for selecting models interactively.
• ›Adds config option to disable ghost snapshot warnings.
• ›Supports SYSTEM-level skills, expanding the skills system beyond user-defined entries.
• ›Adds public skills discovery with improved repo skill discovery and error UX.

The open source coding agent.

OpenCode v1.0.168 adds Ty language server support, a TUI fork slash command, shell mode for desktop, and OIDC_BASE_URL for custom GitHub App installs.

$ git clone --branch v1.0.168 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.0.168

$ /fork

• ›Adds experimental support for the Ty language server.
• ›New /fork slash command in the TUI enables keyboard-friendly session forking.
• ›Adds shell mode for the desktop app.
• ›Supports OIDC_BASE_URL for custom GitHub App installs.
• ›Removes interleaved thinking filter for certain Kimi K2 thinking model providers.

$ git clone --branch v1.0.167 https://github.com/sst/opencode.git
# already have the repo? check out this version:
$ git checkout v1.0.167

$ OPENCODE_DISABLE_TERMINAL_TITLE=1 opencode

AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

Pi v0.23.4 adds syntax highlighting for code blocks and word-level intra-line diff highlighting in the Edit tool.

$ git clone --branch v0.23.4 https://github.com/earendil-works/pi.git
# already have the repo? check out this version:
$ git checkout v0.23.4

• ›Adds syntax highlighting for markdown code blocks, read tool output, and write tool content using theme-aware VS Code-style colors.
• ›Edit tool now shows word-level (intra-line) diff highlighting with inverse highlighting for single-line changes; multi-line changes display all removed lines before added lines.

Qwen Code v0.5.1 adds a /resume command for session switching, a chat recording toggle, and a gitCoAuthor setting.

$ git clone --branch v0.5.1-nightly.20251218.8106a6b0 https://github.com/QwenLM/qwen-code.git
# already have the repo? check out this version:
$ git checkout v0.5.1-nightly.20251218.8106a6b0

{
  "gitCoAuthor": "Jane Doe <[email protected]>"
}

$ /resume

• ›Adds gitCoAuthor setting to settings.json to configure git co-author attribution in commits.
• ›Adds /resume slash command to switch between existing sessions from the CLI.
• ›Adds a chat recording toggle accessible via CLI and the settings UI.

Zed v0.217.3 adds unformatted paste support in the Agent panel via Ctrl/Cmd+Shift+V.

$ git clone --branch v0.217.3 https://github.com/zed-industries/zed.git
# already have the repo? check out this version:
$ git checkout v0.217.3

• ›Adds ctrl/cmd+shift+v in the Agent panel to paste code without formatting.

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Ollama v0.13.5 adds BERT model support, DeepSeek-V3.1 tool parsing, and the FunctionGemma function-calling model.

$ git clone --branch v0.13.5 https://github.com/ollama/ollama.git
# already have the repo? check out this version:
$ git checkout v0.13.5

• ›Adds built-in renderer and tool parsing for DeepSeek-V3.1, enabling structured function-calling workflows with that model.
• ›New functiongemma model available: a Gemma 3 270M variant fine-tuned explicitly for function calling.

Weaviate v1.35.0 adds object TTL, HFresh vector index, multi2multivec-weaviate module, zstd backup compression, and internal gRPC clustering.

$ git clone --branch v1.35.0 https://github.com/weaviate/weaviate.git
# already have the repo? check out this version:
$ git checkout v1.35.0

• ›Adds Object TTL (Time To Live) support: objects automatically expire based on configurable time-to-live settings, with a dedicated TTL status endpoint, a post-search filter for TTL-based queries, and automatic enabling of index timestamps for creation and update times.
• ›Introduces the multi2multivec-weaviate module, enabling multi-to-multi-vector embeddings using Weaviate as the backend vectorizer.
• ›Adds dimensions setting support to Cohere vectorizer and reranker modules for controlling embedding output size.
• ›Adds BaseURL setting to Cohere's reranker module, enabling routing to custom or self-hosted Cohere-compatible endpoints.
• ›Adds batch API support to the text2vec-google module, reducing latency and API call overhead for large ingestion workloads.