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6.8.1

Mono Color

• 5ae8b9ffcf
  Apply suggestion from @Copilot Moe Khalil 2025-11-26 14:29:01 +0400
• d85339f5bb moved back to tests folder #1234 Hugh 2025-11-26 01:41:46 -0800
• 9b8c47f1e9 tests for llm_council Hugh 2025-11-26 01:37:13 -0800
• 7eaef3a5f6 Fix misspelling: rename 'hiearchical' to 'hierarchical' in all files and directories IlumCI 2025-11-26 11:07:55 +0200
• 8ab05b833a
  Create hierarchical_swarm CI-DEV 2025-11-26 11:02:57 +0200
• 2f69ad909c
  Update and rename test_multi_loop.py to test_multi_loop.py CI-DEV 2025-11-26 11:00:33 +0200
• 683a1b534f
  Update and rename test_full_output.py to test_full_output.py CI-DEV 2025-11-26 10:59:53 +0200
• cc0f8c1b66
  Update and rename test_dashboard.py to test_dashboard.py CI-DEV 2025-11-26 10:59:07 +0200
• 30075d8460
  Update and rename debug_dashboard.py to debug_dashboard.py CI-DEV 2025-11-26 10:58:08 +0200
• 60e47d0db0
  Fix import path for HierarchicalSwarm module CI-DEV 2025-11-26 10:56:46 +0200
• 813061a837
  Fix import path for HierarchicalSwarm module CI-DEV 2025-11-26 10:55:51 +0200
• 55cd77ba27
  Fix import path for HierarchicalSwarm module CI-DEV 2025-11-26 10:54:31 +0200
• aec3e56aed
  Merge a3087da815 into 11365f24fe #1200 CI-DEV 2025-11-26 08:57:31 +0530
• 11365f24fe llm council examples docs Kye Gomez 2025-11-25 19:21:37 -0800
• 69c68bc1fc fix docs bulletpoints Kye Gomez 2025-11-25 13:19:08 -0800
• 1649922179 [DOCS][Hiearchical display] Kye Gomez 2025-11-25 13:09:34 -0800
• bb8368e9c0 [Update list of multi-agent architectures] Kye Gomez 2025-11-25 13:07:13 -0800
• 180674ca53
  Clarify Rich tree visualization usage in print_swarm_structure CI-DEV 2025-11-25 22:59:19 +0200
• 1fa5e0adaf
  Refactor BaseSwarm initialization and remove unused code CI-DEV 2025-11-25 22:56:54 +0200
• d0b2a96824
  Delete examples/demos/logistics/crca_supply_shock_agent.py CI-DEV 2025-11-25 22:49:56 +0200
• 7f813cfc0c
  Revise CRCAAgent documentation for clarity and updates CI-DEV 2025-11-25 22:48:44 +0200
• b53a52ec34
  Refactor CRCAgent class and enhance type hints CI-DEV 2025-11-25 20:59:41 +0200
• 535b2fe426
  Update print statement from 'Hello' to 'Goodbye' CI-DEV 2025-11-25 20:58:21 +0200
• 38a7cf83b0
  Refactor causal graph handling and remove advanced methods CI-DEV 2025-11-25 15:13:08 +0200
• b987ea0342
  Update print statement from 'Hello' to 'Goodbye' CI-DEV 2025-11-25 14:47:25 +0200
• ca02283b9c
  Merge branch 'kyegomez:master' into crca CI-DEV 2025-11-25 12:05:36 +0000
• b29199ce60 update examples readme with links Kye Gomez 2025-11-25 01:19:26 -0800
• a815a9cfae
  Merge pull request #1218 from Steve-Dusty/autobuilder Kye Gomez 2025-11-24 18:17:08 -0800
• b7fc27726b
  Merge branch 'master' into autobuilder #1218 Kye Gomez 2025-11-24 18:16:20 -0800
• a7063f6b9f
  Merge pull request #1227 from kyegomez/dependabot/pip/ruff-gte-0.5.1-and-lt-0.14.7 Kye Gomez 2025-11-24 18:14:58 -0800
• 9675a5e923
  Merge pull request #1228 from kyegomez/dependabot/pip/pymdown-extensions-approx-eq-10.17 Kye Gomez 2025-11-24 18:14:42 -0800
• f0aac02a80
  Merge pull request #1229 from kyegomez/dependabot/github_actions/actions/checkout-6 Kye Gomez 2025-11-24 18:14:30 -0800
• 0edd364545
  Remove verbose logging from HierarchicalSwarm CI-DEV 2025-11-24 22:14:41 +0200
• dfe13551bf
  Enhance output format handling from director CI-DEV 2025-11-24 21:57:49 +0200
• 8f6762ba15
  Refactor error handling and improve logging CI-DEV 2025-11-24 21:44:48 +0200
• fb11d5d972
  Enhance BaseSwarm with visualization option CI-DEV 2025-11-24 21:19:39 +0200
• 541771494d
  Enhance Formatter with swarm structure visualization CI-DEV 2025-11-24 21:18:49 +0200
• 71d8101575
  feat(tools): Add TOON SDK integration for 30-60% token reduction Claude 2025-11-24 14:59:21 +0000
• b40fc1f58e
  Bump actions/checkout from 5 to 6 #1229 dependabot[bot] 2025-11-24 11:10:00 +0000
• 6a079cea8d
  Update pymdown-extensions requirement from ~=10.16 to ~=10.17 #1228 dependabot[bot] 2025-11-24 10:58:49 +0000
• 8f8ed788d0
  Update ruff requirement from >=0.5.1,<0.14.5 to >=0.5.1,<0.14.7 #1227 dependabot[bot] 2025-11-24 10:58:11 +0000
• f2dc945183 [CLI][Examples][CLI Docs] Kye Gomez 2025-11-24 01:16:05 -0800
• b16a0263ab [CLI][Add LLMCouncil + Heavy Swarm] [Update documentation] Kye Gomez 2025-11-24 01:09:23 -0800
• af44d86eaa
  Merge branch 'master' into cursor-agent CI-DEV 2025-11-24 08:43:52 +0000
• f73b4f6b07 Integrate LLMCouncil into SwarmRouter Kye Gomez 2025-11-24 00:38:30 -0800
• f703f2525b Improved LLM Council docs Kye Gomez 2025-11-23 23:28:54 -0800
• 74f7bcd2b7 [Improve LLMCouncil] [Improved docs] Kye Gomez 2025-11-23 23:27:10 -0800
• 3dd8d0604a
  Merge pull request #1224 from aparekh02/autoswarm1 Kye Gomez 2025-11-22 21:48:53 -0800
• 8a82cbcb4c
  Merge pull request #1225 from Steve-Dusty/master Kye Gomez 2025-11-22 21:48:35 -0800
• 31e3043059 [LLMCouncil][Fix import issue with agent] Kye Gomez 2025-11-22 21:48:11 -0800
• 688772e99b [FEAT][LLMCouncil][Docs][Examples] Kye Gomez 2025-11-22 17:53:49 -0800
• c2ae1ec336 added ire test #1225 Steve-Dusty 2025-11-22 01:34:29 -0800
• 93b17bd646 [BUG-FIX] Test Update for build_agent -> build_llm_agent #1224 Aksh Parekh 2025-11-21 18:46:22 -0800
• e5c2960912 example guide on graph workflow with agentic patterns Kye Gomez 2025-11-21 14:56:12 -0800
• 54acb0a129 [FEAT][rustworkx integration into GraphWorkflow] [New Examples] [Update GraphWorkflow docs] Kye Gomez 2025-11-21 14:43:22 -0800
• fea72a12e1 [FEAT][rustworkx integration into GraphWorkflow] [New Examples] Kye Gomez 2025-11-21 14:40:10 -0800
• 8a2ca07bf5
  Update docstrings for clarity and detail #1223 CI-DEV 2025-11-21 23:59:47 +0200
• 6665746ffa
  Update print statement from 'Hello' to 'Goodbye' CI-DEV 2025-11-21 23:59:09 +0200
• 34fa1ff450
  Update mkdocs.yml with new agent and documentation links CI-DEV 2025-11-21 23:46:06 +0200
• a3976967de
  Add new swarm structures and update imports CI-DEV 2025-11-21 23:41:56 +0200
• c9c1e49290
  Fix Issues with BoD nesting CI-DEV 2025-11-21 23:40:27 +0200
• 389f6f8994
  Update print statement from 'Hello' to 'Goodbye' CI-DEV 2025-11-21 23:39:23 +0200
• 3e6d23474a
  Merge pull request #1215 from Steve-Dusty/sequential-workflow Kye Gomez 2025-11-21 12:09:30 -0800
• cab4d423f3
  Merge pull request #1220 from Steve-Dusty/reasoning Kye Gomez 2025-11-20 19:21:22 -0800
• d3038e176c
  Merge pull request #1221 from Steve-Dusty/hierarchical Kye Gomez 2025-11-20 19:21:08 -0800
• aeb5044bf7
  added raise e #1221 Steve-Dusty 2025-11-20 19:18:11 -0800
• ca8fe94af3
  Merge branch 'kyegomez:master' into corposwarm CI-DEV 2025-11-20 08:53:41 +0000
• ed2b6edb7d
  Merge branch 'master' into cursor-agent CI-DEV 2025-11-20 08:38:22 +0000
• a59e8c8dc0 removed useless tests #1215 Steve-Dusty 2025-11-19 21:28:21 -0800
• b7e681373b readme Kye Gomez 2025-11-19 21:09:24 -0800
• 59857a2d44 addedf raise to hierarchical Steve-Dusty 2025-11-19 21:08:03 -0800
• 9bec2f08f8 [Improvement][aop auth handling + thank you to our users] Kye Gomez 2025-11-19 21:06:53 -0800
• c8e4cd6811 fixed reasoning agent to not use sonnet #1220 Steve-Dusty 2025-11-19 20:55:46 -0800
• d2d3dd73ff changed docs for agent rearrange #1219 Hugh 2025-11-19 20:42:58 -0800
• 511331430a
  Merge pull request #1216 from hughiwnl/test-multi_agent_debate Kye Gomez 2025-11-19 20:33:27 -0800
• 17e4de4887 fixed auto swarm builder issues Steve-Dusty 2025-11-19 20:32:38 -0800
• 95994d8b1f Fix reasoning agent model and HierarchicalSwarm error handling #1217 Steve-Dusty 2025-11-19 20:00:46 -0800
• 682efcff53 tests for multi agent debate #1216 Hugh 2025-11-19 19:32:13 -0800
• 4635903c84 added import asyncio to the top Steve-Dusty 2025-11-19 19:19:18 -0800
• d817ee7913 added run_async to agent rearrange and handeled test sequantil workflow init Steve-Dusty 2025-11-19 19:05:03 -0800
• 89aefd3726 tests for custom_agent Hugh 2025-11-19 18:57:16 -0800
• 651a35a2ae
  Merge pull request #1209 from hughiwnl/test_deep_discussion Kye Gomez 2025-11-19 18:08:30 -0800
• 8ce656d5b4
  Merge pull request #1207 from hughiwnl/test_custom_agent Kye Gomez 2025-11-19 18:07:38 -0800
• da9618df0e [DOCS][SwarmRouter] Kye Gomez 2025-11-19 17:37:09 -0800
• 129a10a872 [FEAT][DebateWithJudge] Kye Gomez 2025-11-19 17:25:07 -0800
• 11fecc6d1a
  Create chain_of_thought.md #1192 CI-DEV 2025-11-19 22:15:41 +0200
• 35847d7106
  Merge branch 'kyegomez:master' into Chain-of-thought CI-DEV 2025-11-19 20:14:15 +0000
• 26e60b8a1c
  Update print statement to say 'Goodbye World' #1198 CI-DEV 2025-11-19 22:10:15 +0200
• 5818ff341e
  Update tree_of_thought_agent.py CI-DEV 2025-11-19 22:06:38 +0200
• ca89675888
  Merge branch 'kyegomez:master' into Tree-of-thought CI-DEV 2025-11-19 20:06:06 +0000
• 6cc298fce8
  Merge branch 'kyegomez:master' into Graph-of-thought #1202 CI-DEV 2025-11-19 20:05:17 +0000
• 112b08866c
  docs for GOT CI-DEV 2025-11-19 22:04:50 +0200
• 3a00f43e7a
  Update GoTAgent.py CI-DEV 2025-11-19 21:59:58 +0200
• 8c7670121c
  Merge pull request #1204 from aparekh02/swarmsapi1 Kye Gomez 2025-11-19 00:50:39 -0800
• 347846d653
  Merge pull request #1167 from aparekh02/tokenstream Kye Gomez 2025-11-19 00:45:47 -0800
• b246d4e892 Fix reasoning agent model and HierarchicalSwarm error handling #1213 Steve-Dusty 2025-11-18 20:39:47 -0800
• b697d92952
  Merge branch 'kyegomez:master' into master #1212 Steve-Dusty 2025-11-18 20:00:46 -0800
• 88ec302b56 added .claude to .gitignore Steve-Dusty 2025-11-18 19:59:55 -0800
• 3f4c6c258e Fix SequentialWorkflow to allow initialization without agents Steve-Dusty 2025-11-18 19:59:42 -0800
• 177fe24d66
  Merge 271cd5efdf into d018b0020e #1211 Edge-Seven 2025-11-18 14:29:43 +0700