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Code-aware crews: entity-level task partitioning and verification for coding agents

Status: Open.

#6453 In crewAIInc/crewAI;

· rs545837 opened on Jul 3, 2026

Collaboration: open bounty system for CrewAI agents — opportunity scouting + coding tasks

Status: Open.

#6452 In crewAIInc/crewAI;

· Nexussyn opened on Jul 3, 2026

[BUG] Fabricated-Observation recovery in process_llm_response is dead code since #2483 — real tool calls silently discarded for models without stop-word support

Status: Open.

#6449 In crewAIInc/crewAI;

· ritsth opened on Jul 3, 2026

Bug: Multiple error handling issues in Crew config, callbacks, and async task execution

Status: Open.

#6439 In crewAIInc/crewAI;

· axiom-of-choice opened on Jul 2, 2026

[BUG] Bare raise in ToolUsage._original_tool_calling causes RuntimeError instead of ToolUsageError

bugSomething isn't workingSomething isn't working

Status: Open.

#6430 In crewAIInc/crewAI;

· molinto opened on Jul 2, 2026

[FEATURE] Language-Aware System Prompt Routing for Multi-Model Agents

Status: Open.

#6428 In crewAIInc/crewAI;

· YuhaoLin2005 opened on Jul 2, 2026

Bug: Async tasks (async_execution=True) receive empty context due to last_sync_output truncation

Status: Open.

#6417 In crewAIInc/crewAI;

· Om-Borse26 opened on Jul 1, 2026

[FEATURE] Native deterministic guardrail to prevent infinite agent delegation and tool loops

feature-requestNew feature or requestNew feature or request

Status: Open.

#6414 In crewAIInc/crewAI;

· Devaretanmay opened on Jul 1, 2026

bug: ProviderCapabilities.get_capabilities() static fallbacks are skipped when LiteLLM introspection fails

Status: Open.

#6412 In crewAIInc/crewAI;

· tcconnally opened on Jul 1, 2026

[Memory] Add Dakera Storage documentation — self-hosted persistent vector memory for CrewAI

Status: Open.

#6409 In crewAIInc/crewAI;

· ferhimedamine opened on Jul 1, 2026

[DOCS] Add Dakera as a documented StorageBackend option in memory.mdx

Status: Open.

#6408 In crewAIInc/crewAI;

· ferhimedamine opened on Jul 1, 2026

[BUG] RAG file-type auto-detection is case-sensitive — uppercase extensions (.PDF, .CSV, .DOCX) misrouted to the text loader

Status: Open.

#6399 In crewAIInc/crewAI;

· immuhammadfurqan opened on Jun 30, 2026