Greyson Lalonde 6fe34644ab refactor(a2a): use tool calling for delegation instead of structured output ...

Each remote A2A agent is now exposed to the local LLM as a BaseTool
(delegate_to_<card_name>); the local agent's tool-call loop drives
multi-turn delegation. The Literal-constrained AgentResponse model and
the explicit per-turn re-prompting loop are gone.

Closes #3897. The original failure mode — Pydantic literal_error when
skill.id != endpoint URL, and Gemini flash-lite hallucinating
out-of-enum values — is structurally impossible: provider-side tool-call
validation enforces the tool name, and there's no competing identifier.

2026-05-08 22:16:17 +08:00

..

a2a

feat(a2ui): add A2UI extension with v0.8/v0.9 support, schemas, and docs

2026-04-02 04:46:07 +08:00

agents

refactor(a2a): use tool calling for delegation instead of structured output

2026-05-08 22:16:17 +08:00

cassettes

feat(azure): add Responses API support for Azure OpenAI provider (#5201)

2026-04-29 11:12:11 -07:00

cli

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

config

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

crew

feat: async crew support

2025-12-04 16:53:19 -05:00

events

fix(flow): replay recorded method events on checkpoint resume

2026-04-24 03:41:55 +08:00

experimental

fix: ensure otel span is closed

2025-12-05 13:23:26 -05:00

hooks

fix: sanitize tool names in hook decorator filters

2026-04-08 21:02:25 +08:00

knowledge

refactor: replace InstanceOf[T] with plain type annotations

2026-03-31 08:11:21 +08:00

llms

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

mcp

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

memory

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

pipeline

chore: restructure test env, cassettes, and conftest; fix flaky tests

2025-11-29 16:55:24 -05:00

project

fix: hash callback args correctly to ensure caching works

2025-11-05 07:19:09 -05:00

rag

feat: runtime state checkpointing, event system, and executor refactor

2026-04-07 03:22:30 +08:00

security

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

skills

fix: preserve metadata-only agent skills

2026-04-23 19:58:12 +08:00

storage

New Unified Memory System (#4420)

2026-02-13 21:34:37 -03:00

task

fix(task): use acall for output conversion in async paths

2026-05-04 18:42:12 +08:00

telemetry

fix(telemetry): skip signal handler registration in non-main threads

2026-03-02 07:42:55 -05:00

tools

refactor: use shared I18N_DEFAULT singleton

2026-04-09 04:29:53 +08:00

tracing

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

utilities

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

__init__.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_agent_multimodal.py

Lorenze/feat/plan execute pattern (#4817)

2026-03-15 18:33:17 -07:00

test_async_human_feedback.py

refactor: convert Flow to Pydantic BaseModel

2026-04-01 03:48:41 +08:00

test_callback.py

refactor: replace Any-typed callback and model fields with serializable types

2026-03-20 15:18:50 -04:00

test_checkpoint_cli.py

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

test_checkpoint.py

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

test_context.py

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_crew_multimodal.py

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_thread_safety.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_crew.py

fix: preserve task outputs across async batch flush

2026-05-04 20:24:24 +08:00

test_custom_llm.py

feat: async llm support

2025-12-01 18:56:56 -05:00

test_event_record.py

feat: runtime state checkpointing, event system, and executor refactor

2026-04-07 03:22:30 +08:00

test_flow_ask.py

Implement user input handling in Flows (#4490)

2026-02-16 18:41:03 -03:00

test_flow_default_override.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_flow_human_input_integration.py

refactor: extract hitl to provider pattern

2026-02-04 15:40:22 -05:00

test_flow_multimodal.py

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_flow_persistence.py

feat(flow): add restore_from_state_id kickoff parameter (#5674)

2026-05-01 11:46:07 -04:00

test_flow_resumability_regression.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_flow_serializer.py

fix: use __router_paths__ for listener+router methods in FlowMeta (#5064)

2026-03-25 03:42:39 -03:00

test_flow_visualization.py

fix: ensure fuzzy returns are more strict, show type warning

2025-11-24 17:35:12 -05:00

test_flow.py

fix: add missing list/dict methods to LockedListProxy and LockedDictProxy

2026-03-09 09:38:35 -04:00

test_guardrail_serialization.py

fix: serialize guardrail callables as null for JSON checkpointing

2026-04-28 14:57:49 +08:00

test_hallucination_guardrail.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_human_feedback_decorator.py

fix: preserve method return value as flow output for @human_feedback with emit (#5099)

2026-03-26 03:28:17 -03:00

test_human_feedback_integration.py

fix: preserve method return value as flow output for @human_feedback with emit (#5099)

2026-03-26 03:28:17 -03:00

test_imports.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_llm.py

fix(llm): preserve tool_calls when response also contains text

2026-04-30 22:53:01 +08:00

test_markdown_task.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_multimodal_validation.py

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_project.py

fix: propagate implicit @CrewBase names to crew events (#5574)

2026-04-21 15:57:19 -03:00

test_streaming_integration.py

chore: restructure test env, cassettes, and conftest; fix flaky tests

2025-11-29 16:55:24 -05:00

test_streaming.py

fix: scope streaming handlers to prevent cross-run chunk contamination

2026-04-17 03:02:03 +08:00

test_task_guardrails.py

fix: handle BaseModel input in convert_to_model

2026-05-03 14:17:03 +08:00

test_task.py

fix: map output_pydantic/output_json to native structured output

2026-02-25 17:13:34 -05:00

utils.py

fix: add GPT-5 and o-series to multimodal vision prefixes (#5183)

2026-04-01 18:08:37 -03:00