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6 commits
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61da6fcb4d
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fix(mcp)!: answer 400 for a hosted MCP tool a translated route cannot run, drop it under drop_params (#48931)
* fix(bedrock, gemini, deepseek, databricks, gigachat, anthropic): answer 400 for a hosted MCP tool a route cannot run, drop it under drop_params A `type: "mcp"` tool sent to a route that rebuilds tools for its provider (Bedrock Converse and Nova, Bedrock Invoke Claude, Vertex AI Claude, Vertex AI and Google AI Studio Gemini, DeepSeek, Databricks Claude, GigaChat) was dropped silently and the request still answered 200. These routes now answer UnsupportedParamsError (400) naming the model, route and server, and pointing to the LiteLLM MCP gateway. Under drop_params the tool is dropped with a warning, other tools are kept, and no empty tools field is sent. Anthropic, Azure AI Claude and Claude Platform on AWS keep mapping the tool to the MCP connector. Native Responses providers and raw OpenAI-compatible forwarders are unchanged. * fix(mcp): check hosted MCP tools once per request and keep base tool_choice handling Each route now runs one request-level step before its param mapping. When the drop leaves no tools, the request sends no tools, tool_choice or parallel_tool_calls. Converse and GigaChat go back to their base tool_choice and empty-tools handling. * refactor(deepseek): hold the sent tools in a tuple * fix(mcp): keep tool_choice for legacy functions when every hosted MCP tool drops * fix(mcp): answer 400 for MCP servers a route cannot run on Messages, Ollama and the Responses playground /v1/messages requests with mcp_servers on a chat-adapter or Responses-bridge route now answer 400 naming each server, or drop it with a warning under drop_params, instead of being forwarded or silently ignored. Ollama generate no longer pastes a hosted MCP tool (headers included) into the prompt, and ollama_chat filters hosted MCP tools the same way. The Admin UI Responses playground now sends litellm_proxy/mcp references like the other endpoints. * fix(ollama): leave JSON mode off when drop_params drops every hosted MCP tool Ollama generate set format json for any request with tools, even after the hosted MCP check dropped all of them, so a plain answer came back as JSON or as a call to a tool the model never had. The check now runs before the JSON mode switch, which stays on only while a tool is left for the prompt. * fix(messages): honor additional_drop_params for mcp_servers and read the beta map only for hosted MCP tools * fix(mcp_security): accept gateway server names and toolsets the gateway resolves The guardrail compared litellm_proxy/mcp/<name> refs against registry keys, which are server ids, so a saved server referenced by name, alias, or toolset name was blocked although the gateway routes it. It now resolves each ref the way the gateway does and still blocks unknown names. * fix(tool_fields): keep MCP drop warnings on one log line Server labels, model names, and routes come from the caller, so a line break in one could forge extra log lines. The drop warnings now strip CR and LF from each value. --------- Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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9b7f2c8dea
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fix(opencode): bill OpenCode Go requests from the reported list_cost (#48254)
* fix(opencode): bill OpenCode Go requests from the reported list_cost OpenCode returns usage.opencode.list_cost on every response. Read it into the provider-reported cost the cost calculator checks before the price map, for chat and Responses, streamed and not. Keep the static rows as the fallback, and stop the generic usage.cost path from billing Go requests at 0 (usage.cost is what hit the prepaid balance, 0 inside the plan). Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(core): resolve reported cost breakdowns without recursion Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(opencode): cover reported list_cost spend through the proxy Replaces the recursive _reported_cost_value with a flat _cost_number helper so the code-quality gate passes, and adds an integration test that runs the proxy against a scripted OpenCode upstream for a non-stream and a stream chat completion, asserting the response cost header and the spend log row Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(opencode): bill native /v1/messages from the reported list_cost The native Anthropic Messages route priced OpenCode Go bodies from the price rows twice over: the non-stream body is a TypedDict the response-cost header path priced as-is, and the stream assembled its ModelResponse with the rows cost already stamped. Both now read usage.opencode.list_cost, the non-stream body through billable_result and the stream from the final message_delta. The integration test now covers chat, responses and messages, stream and non-stream, through the proxy against a scripted OpenCode upstream Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(opencode): keep the stream cost stamp inside the lint gate Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(opencode): read list_cost off dict chunks and trust it only from OpenCode on /v1/messages Stream builders receive chunks both as mappings and as ModelResponseStream objects, so the list_cost scan now reads usage through chunk_usage. The native Messages route only trusts a reported cost from opencode_go, every other upstream keeps the price map, which also keeps a zero usage.cost from being billed as free. Served bodies without stop_sequence still price, and the new code stays inside the basedpyright gate Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> |
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e2686b023a
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feat(providers): add OpenCode Go routing and pricing (#48140)
Add OpenCode Go model discovery, protocol routing, session affinity, and published pricing metadata. Cover Chat Completions, Responses, Messages, and Gemini through the existing provider adapters. Fixes #31568 |
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9fab92672a
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fix(opencode): forward stable sessions automatically across inference routes (#48121)
Forward caller-supplied stable session metadata to recognized OpenCode destinations across Chat Completions, Responses, and native Messages. Preserve explicit headers, configured affinity headers, and existing transports. Fixes #39503 |
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c4360bbb59
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fix(harness): set PWD to the working directory of local sandbox commands (#47530)
* fix(harness): set PWD to the working directory of local sandbox commands LocalSandbox started CLIs in the sandbox workdir but passed the parent's PWD through. OpenCode reads PWD as its project directory, so a litellm.agent() turn worked in the Python process cwd instead of the sandbox. * fix(harness): re-home resumed OpenCode sessions into the sandbox folder OpenCode files each session under the folder it ran in and only streams a resumed session's events from that folder, so a session saved before PWD pointed at the sandbox, or resumed in another sandbox, hung. Resume now runs opencode export and import in the sandbox first. Also types the CLI handler's config so its member accesses are known. * fix(harness): fail an OpenCode resume that cannot move its session, with a timeout The export and import step now has a 30 s bound, and a failure or timeout raises HarnessError instead of leaving the resumed turn waiting forever. A restart of a session the handler already ran skips the step. * fix(harness): resume an OpenCode session elsewhere as a copy and fail the turn when it cannot Importing the exported session moved it, so the original stopped working where it was saved. Resume now imports a copy under fresh ids, filed under the sandbox folder, and continues the copy. A failed or timed-out export or import ends the next turn with runtime_error, as base does for a missing session, instead of raising from agent_resume. * fix(harness): retry a failed OpenCode resume on the next turn and keep resumed copies stable Resume now only records the saved id, and the first turn runs the OpenCode export and import under the caller's timeout. A failed export fails that turn and the next turn tries again. The local sandbox kills a command when its run is cancelled, and the copy names the sandbox folder so OpenCode 1.15.5 and older keep it there. * test(harness): keep subprocess tests out of tests/unit The PWD regression test moves to tests/integration/sdk with an isolated child interpreter, and the cancel test checks collect_output with an in-process process instead of a real one. collect_output takes the sandbox Process protocol. * fix(harness): rewrite only id fields when copying an OpenCode session for resume |
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0f6a06a6b9
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feat: add litellm.agent() to run claude code, codex, opencode and deep agents through the ai gateway (#43885)
* feat(harness): add litellm/__init__.py * feat(harness): add litellm/constants.py * feat(harness): add litellm/harness/__init__.py * feat(harness): add litellm/harness/adapters/__init__.py * feat(harness): add litellm/harness/adapters/base.py * feat(harness): add litellm/harness/adapters/claude_code.py * feat(harness): add litellm/harness/adapters/codex.py * feat(harness): add litellm/harness/adapters/opencode.py * feat(harness): add litellm/harness/endpoint.py * feat(harness): add litellm/harness/errors.py * feat(harness): add litellm/harness/options.py * feat(harness): add litellm/harness/runtime.py * feat(harness): add litellm/harness/sandbox/__init__.py * feat(harness): add litellm/harness/sandbox/base.py * feat(harness): add litellm/harness/sandbox/docker.py * feat(harness): add litellm/harness/sandbox/local.py * feat(harness): add litellm/harness/sandbox/snapshot.py * feat(harness): add litellm/harness/sync.py * feat(harness): add litellm/harness/types.py * feat(harness): add litellm/sandbox/__init__.py * feat(harness): add README.md * feat(harness): add tests/harness_e2e/__init__.py * feat(harness): add tests/harness_e2e/conftest.py * feat(harness): add tests/harness_e2e/test_harness_e2e.py * feat(harness): add tests/test_litellm/harness/__init__.py * feat(harness): add tests/test_litellm/harness/adapters/__init__.py * feat(harness): add tests/test_litellm/harness/adapters/fixtures/claude_code/api_error.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/claude_code/max_turns.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/claude_code/resume_turn.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/claude_code/structured_output.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/claude_code/success_tools.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/codex/reasoning.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/codex/structured_output.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/codex/turn_failed.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/codex/turn1_bash.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/codex/turn2_resume_apply_patch.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/opencode/api_error.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/opencode/endpoint_requests.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/opencode/readonly_denied_bash.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/opencode/turn1_write_read.jsonl * feat(harness): add tests/test_litellm/harness/adapters/fixtures/opencode/turn2_session_skill.jsonl * feat(harness): add tests/test_litellm/harness/adapters/test_claude_code.py * feat(harness): add tests/test_litellm/harness/adapters/test_codex.py * feat(harness): add tests/test_litellm/harness/adapters/test_opencode.py * feat(harness): add tests/test_litellm/harness/core_fakes.py * feat(harness): add tests/test_litellm/harness/sandbox/__init__.py * feat(harness): add tests/test_litellm/harness/sandbox/test_docker.py * feat(harness): add tests/test_litellm/harness/sandbox/test_local.py * feat(harness): add tests/test_litellm/harness/sandbox/test_snapshot.py * feat(harness): add tests/test_litellm/harness/test_endpoint.py * feat(harness): add tests/test_litellm/harness/test_init.py * feat(harness): add tests/test_litellm/harness/test_runtime.py * feat(harness): add tests/test_litellm/harness/test_sync.py * feat(harness): add tests/test_litellm/harness/test_types.py * test(harness): use word recall in stream e2e test * refactor(harness): update litellm/__init__.py * refactor(harness): update litellm/constants.py * refactor(harness): update litellm/harness/__init__.py * refactor(harness): remove litellm/harness/adapters/__init__.py * refactor(harness): update litellm/harness/context.py * refactor(harness): update litellm/harness/endpoint.py * refactor(harness): update litellm/harness/handlers/__init__.py * refactor(harness): update litellm/harness/handlers/base.py * refactor(harness): update litellm/harness/handlers/cli_handler.py * refactor(harness): update litellm/harness/handlers/deepagents_handler.py * refactor(harness): update litellm/harness/runtime.py * refactor(harness): update litellm/harness/sandbox/docker.py * refactor(harness): update litellm/harness/sandbox/local.py * refactor(harness): update litellm/harness/sync.py * refactor(harness): update litellm/harness/types.py * refactor(harness): update litellm/llms/base_llm/harness/__init__.py * refactor(harness): update litellm/llms/base_llm/harness/transformation.py * refactor(harness): update litellm/llms/base_llm/harness/utils.py * refactor(harness): update litellm/llms/claude_code/__init__.py * refactor(harness): update litellm/llms/claude_code/harness/__init__.py * refactor(harness): update litellm/llms/claude_code/harness/transformation.py * refactor(harness): update litellm/llms/codex/__init__.py * refactor(harness): update litellm/llms/codex/harness/__init__.py * refactor(harness): update litellm/llms/codex/harness/transformation.py * refactor(harness): update litellm/llms/deepagents/__init__.py * refactor(harness): update litellm/llms/deepagents/harness/__init__.py * refactor(harness): update litellm/llms/deepagents/harness/sandbox_backend.py * refactor(harness): update litellm/llms/deepagents/harness/transformation.py * refactor(harness): update litellm/llms/opencode/__init__.py * refactor(harness): update litellm/llms/opencode/harness/__init__.py * refactor(harness): update litellm/llms/opencode/harness/transformation.py * refactor(harness): update litellm/utils.py * refactor(harness): update README.md * refactor(harness): update tests/harness_e2e/conftest.py * refactor(harness): update tests/harness_e2e/test_harness_e2e.py * refactor(harness): remove tests/test_litellm/harness/__init__.py * refactor(harness): remove tests/test_litellm/harness/adapters/__init__.py * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/claude_code/api_error.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/claude_code/max_turns.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/claude_code/resume_turn.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/claude_code/structured_output.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/claude_code/success_tools.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/codex/reasoning.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/codex/structured_output.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/codex/turn_failed.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/codex/turn1_bash.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/codex/turn2_resume_apply_patch.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/opencode/api_error.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/opencode/endpoint_requests.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/opencode/readonly_denied_bash.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/opencode/turn1_write_read.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/fixtures/opencode/turn2_session_skill.jsonl * refactor(harness): remove tests/test_litellm/harness/adapters/test_claude_code.py * refactor(harness): remove tests/test_litellm/harness/adapters/test_codex.py * refactor(harness): remove tests/test_litellm/harness/adapters/test_opencode.py * refactor(harness): remove tests/test_litellm/harness/core_fakes.py * refactor(harness): remove tests/test_litellm/harness/sandbox/__init__.py * refactor(harness): remove tests/test_litellm/harness/sandbox/test_docker.py * refactor(harness): remove tests/test_litellm/harness/sandbox/test_local.py * refactor(harness): remove tests/test_litellm/harness/sandbox/test_snapshot.py * refactor(harness): remove tests/test_litellm/harness/test_endpoint.py * refactor(harness): remove tests/test_litellm/harness/test_init.py * refactor(harness): remove tests/test_litellm/harness/test_runtime.py * refactor(harness): remove tests/test_litellm/harness/test_sync.py * refactor(harness): remove tests/test_litellm/harness/test_types.py * refactor(harness): update tests/unit/harness/__init__.py * refactor(harness): update tests/unit/harness/core_fakes.py * refactor(harness): update tests/unit/harness/handlers/__init__.py * refactor(harness): update tests/unit/harness/handlers/test_deepagents_handler.py * refactor(harness): update tests/unit/harness/sandbox/__init__.py * refactor(harness): update tests/unit/harness/sandbox/test_docker.py * refactor(harness): update tests/unit/harness/sandbox/test_local.py * refactor(harness): update tests/unit/harness/sandbox/test_snapshot.py * refactor(harness): update tests/unit/harness/test_endpoint.py * refactor(harness): update tests/unit/harness/test_init.py * refactor(harness): update tests/unit/harness/test_runtime.py * refactor(harness): update tests/unit/harness/test_sync.py * refactor(harness): update tests/unit/harness/test_types.py * refactor(harness): update tests/unit/llms/claude_code/__init__.py * refactor(harness): update tests/unit/llms/claude_code/harness/__init__.py * refactor(harness): update tests/unit/llms/claude_code/harness/fixtures/api_error.jsonl * refactor(harness): update tests/unit/llms/claude_code/harness/fixtures/max_turns.jsonl * refactor(harness): update tests/unit/llms/claude_code/harness/fixtures/resume_turn.jsonl * refactor(harness): update tests/unit/llms/claude_code/harness/fixtures/structured_output.jsonl * refactor(harness): update tests/unit/llms/claude_code/harness/fixtures/success_tools.jsonl * refactor(harness): update tests/unit/llms/claude_code/harness/test_transformation.py * refactor(harness): update tests/unit/llms/codex/__init__.py * refactor(harness): update tests/unit/llms/codex/harness/__init__.py * refactor(harness): update tests/unit/llms/codex/harness/fixtures/reasoning.jsonl * refactor(harness): update tests/unit/llms/codex/harness/fixtures/structured_output.jsonl * refactor(harness): update tests/unit/llms/codex/harness/fixtures/turn1_bash.jsonl * refactor(harness): update tests/unit/llms/codex/harness/fixtures/turn2_resume_apply_patch.jsonl * refactor(harness): update tests/unit/llms/codex/harness/fixtures/turn_failed.jsonl * refactor(harness): update tests/unit/llms/codex/harness/test_transformation.py * refactor(harness): update tests/unit/llms/deepagents/__init__.py * refactor(harness): update tests/unit/llms/deepagents/harness/__init__.py * refactor(harness): update tests/unit/llms/deepagents/harness/test_transformation.py * refactor(harness): update tests/unit/llms/opencode/__init__.py * refactor(harness): update tests/unit/llms/opencode/harness/__init__.py * refactor(harness): update tests/unit/llms/opencode/harness/fixtures/api_error.jsonl * refactor(harness): update tests/unit/llms/opencode/harness/fixtures/endpoint_requests.jsonl * refactor(harness): update tests/unit/llms/opencode/harness/fixtures/readonly_denied_bash.jsonl * refactor(harness): update tests/unit/llms/opencode/harness/fixtures/turn1_write_read.jsonl * refactor(harness): update tests/unit/llms/opencode/harness/fixtures/turn2_session_skill.jsonl * refactor(harness): update tests/unit/llms/opencode/harness/test_transformation.py * ci: allowlist tests/harness_e2e, which needs live runtimes and a gateway * fix(harness): bound the turn event queue * fix(harness): bound the turn event queue with backpressure * style: sort imports in utils * ci: exclude agent-harness config folders from provider docs check * refactor(harness): update tests/harness_e2e/conftest.py * refactor(harness): update tests/harness_e2e/test_harness_e2e.py * refactor(harness): update tests/unit/harness/core_fakes.py * refactor(harness): update tests/unit/harness/handlers/test_deepagents_handler.py * refactor(harness): update tests/unit/harness/test_runtime.py * refactor(harness): update tests/unit/harness/test_sync.py * refactor(harness): update tests/unit/llms/deepagents/harness/test_transformation.py * refactor(harness): update tests/unit/llms/opencode/harness/test_transformation.py * refactor(harness): update litellm/harness/endpoint.py * refactor(harness): update litellm/harness/handlers/deepagents_handler.py * refactor(harness): update litellm/harness/options.py * refactor(harness): update litellm/harness/runtime.py * refactor(harness): update litellm/harness/sandbox/snapshot.py * refactor(harness): update litellm/llms/base_llm/harness/transformation.py * refactor(harness): update litellm/llms/base_llm/harness/utils.py * refactor(harness): update litellm/llms/claude_code/harness/transformation.py * refactor(harness): update litellm/llms/codex/harness/transformation.py * refactor(harness): update litellm/llms/deepagents/harness/sandbox_backend.py * refactor(harness): update litellm/llms/deepagents/harness/transformation.py * refactor(harness): update litellm/llms/opencode/harness/transformation.py * refactor(harness): update litellm/sandbox/__init__.py * refactor(harness): update tests/unit/llms/claude_code/harness/test_transformation.py * refactor(harness): update tests/unit/llms/deepagents/harness/test_sandbox_backend_symlinks.py * refactor(harness): update tests/unit/llms/opencode/harness/test_transformation.py * refactor(harness): update litellm/llms/base_llm/harness/utils.py * refactor(harness): update litellm/llms/codex/harness/transformation.py * refactor(harness): update tests/code_coverage_tests/recursive_detector.py * refactor(harness): update tests/unit/llms/base_llm/harness/__init__.py * refactor(harness): update tests/unit/llms/claude_code/harness/fixtures/__init__.py * refactor(harness): update tests/unit/llms/codex/harness/fixtures/__init__.py * refactor(harness): update tests/unit/llms/opencode/harness/fixtures/__init__.py * refactor(harness): update litellm/harness/__init__.py * refactor(harness): update litellm/harness/context.py * refactor(harness): update litellm/harness/endpoint.py * refactor(harness): update litellm/harness/handlers/__init__.py * refactor(harness): update litellm/harness/handlers/base.py * refactor(harness): update litellm/harness/handlers/cli_handler.py * refactor(harness): update litellm/harness/handlers/deepagents_handler.py * refactor(harness): update litellm/harness/runtime.py * refactor(harness): update litellm/harness/sandbox/__init__.py * refactor(harness): update litellm/harness/sandbox/base.py * refactor(harness): update litellm/harness/sandbox/docker.py * refactor(harness): update litellm/harness/sandbox/local.py * refactor(harness): update litellm/harness/sandbox/snapshot.py * refactor(harness): update litellm/harness/sync.py * refactor(harness): update litellm/harness/types.py * refactor(harness): update litellm/llms/base_llm/harness/transformation.py * refactor(harness): update litellm/llms/base_llm/harness/utils.py * refactor(harness): update litellm/llms/claude_code/harness/transformation.py * refactor(harness): update litellm/llms/codex/harness/transformation.py * refactor(harness): update litellm/llms/deepagents/harness/sandbox_backend.py * refactor(harness): update litellm/llms/deepagents/harness/transformation.py * refactor(harness): update litellm/llms/opencode/harness/transformation.py * refactor(harness): update litellm/types/llms/custom_http.py * refactor(harness): update tests/unit/harness/test_endpoint.py * refactor(harness): update litellm/harness/runtime.py * refactor(harness): update litellm/llms/deepagents/harness/sandbox_backend.py * refactor(harness): update tests/unit/harness/test_init.py * refactor(harness): update tests/unit/harness/test_runtime.py * refactor(harness): update tests/unit/llms/deepagents/harness/test_sandbox_backend_symlinks.py |