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The `oneOf`/`allOf` schema preservation and web search additions extend Codex's compatibility with richer MCP tools and broaden what code mode agents can do without leaving the coding workflow.
The release substantially expands Goose's provider ecosystem and agent control surface in a single version, adding over a dozen new AI providers alongside foundational agent features like hooks, self-evaluation, and subagent orchestration.
Running large Gemma 4 models locally becomes more practical with QAT variants that cut memory overhead, while the Oh My Pi integration extends Ollama's reach directly into IDE-based agentic coding workflows.
Teams running LiteLLM in multi-pod deployments should note the Redis spend counter fix, while those integrating Gemini or MCP tooling benefit from day-0 model support and corrected JWT auth.
Developers using Cline with an OpenAI Codex subscription gain access to GPT-5.5, while improved OOM diagnostics make it easier to investigate memory-related crashes in the extension runtime.
The `v1.32.0` release expands goose's provider ecosystem, adds multi-modal input (voice dictation), and fixes stability issues like the TUI OOM loop and headless-mode session hangs that could disrupt automated agentic workflows.