Issues

• [BUG][AuctionSwarm.run][Returns the bid table as the answer when every winning agent fails]

  kyegomez/swarms#2492 · Filter by author sakshamchitkara-dotcom opened on Oct 6, 2026

• [PERF][bootup][Default LITELLM_LOCAL_MODEL_COST_MAP to skip litellm's cost-map download]

  enhancement
  kyegomez/swarms#2480 · Filter by author kyegomez opened on Oct 6, 2026
  1

• [PERF][swarms/__init__.py][Load package exports lazily on first access]

  enhancement
  kyegomez/swarms#2478 · Filter by author kyegomez opened on Oct 6, 2026

• [PERF][CronJob._run_schedule][Wait on a stop event instead of time.sleep(1), so stopping 10 jobs takes milliseconds instead of ~6 s]

  enhancementstructs
  kyegomez/swarms#2476 · Filter by author kyegomez opened on Oct 5, 2026
  1

• [FEAT][Conversation.to_chat_messages][Export the whole conversation in chat-completions format with tool calls intact]

  enhancementstructs
  kyegomez/swarms#2475 · Filter by author kyegomez opened on Oct 5, 2026
  1

• [BUG][pydantic_to_json._remove_a_key][A field named title is dropped from the schema when the model also has a field named type]

  kyegomez/swarms#2459 · Filter by author sakshamchitkara-dotcom opened on Oct 5, 2026
  1

• [BUG][GKPAgent][Reasoning paths repeat path 1 and a second query returns the previous answer]

  kyegomez/swarms#2458 · Filter by author sakshamchitkara-dotcom opened on Oct 5, 2026
  1

• [BUG][Conversation.setup_file_path][load_filepath is never read, so the conversation starts empty]

  kyegomez/swarms#2457 · Filter by author sakshamchitkara-dotcom opened on Oct 5, 2026
  2

• [FEAT][HierarchicalSwarm.arun][Add arun so the swarm can be awaited from async code]

  enhancementstructs
  kyegomez/swarms#2449 · Filter by author kyegomez opened on Oct 3, 2026

• [FIX][SerializableMixin._serialize_attr][Warn once, and optionally raise, when an attribute is replaced by the Non-serializable placeholder]

  enhancementstructs
  kyegomez/swarms#2448 · Filter by author kyegomez opened on Oct 3, 2026

• [FEAT][MixtureOfAgents.arun][Add arun so the mixture can be awaited from async code]

  enhancementstructs
  kyegomez/swarms#2447 · Filter by author kyegomez opened on Oct 3, 2026

• [PERF][MCPManager.aexecute_tool_calls][Every tool turn opens a new MCP connection and repeats the handshake]

  enhancementtools
  kyegomez/swarms#2429 · Filter by author kyegomez opened on Oct 2, 2026

• [PERF][ToolManager.mcp_tool_handling][Every MCP tool call adds a model call that re-sends the whole conversation, even with tool_call_summary=False]

  enhancementtools
  kyegomez/swarms#2428 · Filter by author kyegomez opened on Oct 2, 2026

• [BUG][LiteLLM.output_for_tools][With MCP configured, tool calls lose their id and type, so local tools never run and tool results never reach the model]

  bugtoolsutils
  kyegomez/swarms#2424 · Filter by author kyegomez opened on Oct 2, 2026

• [BUG] DecisionModel extra_body can replace validated request fields

  kyegomez/swarms#2417 · Filter by author IRONICBo opened on Oct 2, 2026
  1

• [FEAT][GroupChat][Add a public pre-post hook to inspect, edit or block a reply before it is posted]

  enhancementstructs
  kyegomez/swarms#2415 · Filter by author kyegomez opened on Oct 2, 2026

• [DOCS][CLAUDE.md][Several examples raise or misbehave against the current API]

  documentation
  kyegomez/swarms#2413 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][AutonomousAgentLoop][MCP output never reaches the model, any tool call counts as a plan, and persistent_memory is ignored]

  agentsbug
  kyegomez/swarms#2411 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][LiteLLM][Requests current Claude models reject: temperature on several paths, top_p with temperature, cache_control pile-up, trailing assistant turn]

  bugmodelsutils
  kyegomez/swarms#2410 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][Agent.tool_execution_retry][Mixed tool batches abort on MCP or handoff calls and re-run side-effecting tools on every retry]

  bugstructstools
  kyegomez/swarms#2409 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][MCPDeployer._invoke][Every client runs on one shared Agent, so client B's request carries client A's messages and answer]

  bugstructs
  kyegomez/swarms#2407 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][AutonomousAgentLoop][MCP output never reaches the model, any tool call counts as a plan, and persistent_memory is ignored]

  agentsbug
  kyegomez/swarms#2405 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][LiteLLM][Requests current Claude models reject: temperature on several paths, top_p with temperature, cache_control pile-up, trailing assistant turn]

  bugmodelsutils
  kyegomez/swarms#2404 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][Agent.tool_execution_retry][Mixed tool batches abort on MCP or handoff calls and re-run side-effecting tools on every retry]

  bugstructstools
  kyegomez/swarms#2403 · Filter by author kyegomez opened on Oct 1, 2026

• [BUG][MCPDeployer._invoke][Every client runs on one shared Agent, so client B's request carries client A's messages and answer]

  bugstructs
  kyegomez/swarms#2401 · Filter by author kyegomez opened on Oct 1, 2026