AI Agent Knowledge Base

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sidebar [2026/03/24 21:51] – Update sidebar with all 208 pages agentsidebar [2026/03/24 22:04] (current) – Trim sidebar to curated ~70 entries, add All Pages link agent
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   * [[autonomy|Autonomy]]   * [[autonomy|Autonomy]]
   * [[agent_safety|Agent Safety]]   * [[agent_safety|Agent Safety]]
-  * [[cognitive_architectures_language_agents|CoALA]] 
  
-**Reasoning Techniques**+**Reasoning**
   * [[chain_of_thought|Chain-of-Thought]]   * [[chain_of_thought|Chain-of-Thought]]
   * [[tree_of_thoughts|Tree of Thoughts]]   * [[tree_of_thoughts|Tree of Thoughts]]
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   * [[reflexion_framework|Reflexion]]   * [[reflexion_framework|Reflexion]]
   * [[self_consistency|Self-Consistency]]   * [[self_consistency|Self-Consistency]]
-  * [[self_refine|Self-Refine]] 
-  * [[chain_of_verification|Chain-of-Verification]] 
-  * [[step_back_prompting|Step-Back]] 
-  * [[least_to_most_prompting|Least-to-Most]] 
-  * [[skeleton_of_thought|Skeleton-of-Thought]] 
-  * [[program_of_thoughts|Program of Thoughts]] 
-  * [[buffer_of_thoughts|Buffer of Thoughts]] 
-  * [[policy_of_thoughts|Policy of Thoughts]] 
-  * [[language_agent_tree_search|LATS]] 
-  * [[mcts_llm_reasoning|MCTS + LLM]] 
-  * [[multi_agent_debate|Multi-Agent Debate]] 
-  * [[prompt_chaining|Prompt Chaining]] 
-  * [[prompt_engineering|Prompt Engineering]] 
   * [[latent_reasoning|Latent Reasoning]]   * [[latent_reasoning|Latent Reasoning]]
   * [[test_time_compute_scaling|Test-Time Compute]]   * [[test_time_compute_scaling|Test-Time Compute]]
 +  * [[prompt_engineering|Prompt Engineering]]
  
-**Memory Systems** +**Memory & Retrieval** 
-  * [[hierarchical_memory|Hierarchical]] +  * [[hierarchical_memory|Hierarchical Memory]]
-  * [[short_term_memory|Short-Term]] +
-  * [[long_term_memory|Long-Term]] +
-  * [[cognitive_memory_architectures|CogMem]] +
-  * [[memory_augmentation_strategies|Augmentation]] +
-  * [[agent_memory_frameworks|Frameworks]]+
   * [[retrieval_augmented_generation|RAG]]   * [[retrieval_augmented_generation|RAG]]
   * [[agentic_rag|Agentic RAG]]   * [[agentic_rag|Agentic RAG]]
   * [[knowledge_graphs|Knowledge Graphs]]   * [[knowledge_graphs|Knowledge Graphs]]
   * [[embeddings|Embeddings]]   * [[embeddings|Embeddings]]
-  * [[continual_learning_agents|Continual Learning]] 
-  * [[haystack_engineering|Haystack Engineering]] 
- 
-**Retrieval** 
   * [[faiss|FAISS]]   * [[faiss|FAISS]]
-  * [[hnsw_graphs|HNSW]] 
-  * [[scann|ScaNN]] 
  
 **Agent Types** **Agent Types**
   * [[autonomous_agents|Autonomous]]   * [[autonomous_agents|Autonomous]]
   * [[react_agents|ReAct Agents]]   * [[react_agents|ReAct Agents]]
-  * [[plan_and_execute_agents|Plan & Execute]] 
-  * [[conversational_agents|Conversational]] 
-  * [[tool_using_agents|Tool-Using]] 
   * [[code_generation_agents|Code Agents]]   * [[code_generation_agents|Code Agents]]
   * [[web_browsing_agents|Web Browsing]]   * [[web_browsing_agents|Web Browsing]]
-  * [[deep_search_agents|Deep Search]] +  * [[vision_agents|Vision]] 
-  * [[vision_agents|Vision Agents]] +  * [[voice_agents|Voice]]
-  * [[voice_agents|Voice Agents]] +
-  * [[ai_scientist_agents|AI Scientists]] +
-  * [[gui_grounding_agents|GUI Grounding]] +
-  * [[long_horizon_agents|Long-Horizon]] +
-  * [[inner_monologue_agents|Inner Monologue]]+
   * [[generative_agents|Generative Agents]]   * [[generative_agents|Generative Agents]]
-  * [[multimodal_agent_architectures|Multimodal]] 
  
 **Design Patterns** **Design Patterns**
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   * [[agent_orchestration|Orchestration]]   * [[agent_orchestration|Orchestration]]
   * [[multi_agent_systems|Multi-Agent]]   * [[multi_agent_systems|Multi-Agent]]
-  * [[self_organizing_agent_networks|Self-Organizing]]+  * [[function_calling|Function Calling]]
   * [[modular_architectures|Modular]]   * [[modular_architectures|Modular]]
-  * [[function_calling|Function Calling]] 
-  * [[parallel_function_calling|Parallel Calls]] 
-  * [[tool_integration_patterns|Tool Integration]] 
-  * [[speculative_tool_execution|Speculative Execution]] 
   * [[durable_execution_for_agents|Durable Execution]]   * [[durable_execution_for_agents|Durable Execution]]
-  * [[context_window_management|Context Management]] 
-  * [[mixture_of_agents|Mixture of Agents]] 
-  * [[collective_agent_behavior|Collective Behavior]] 
-  * [[agentic_rpa|Agentic RPA]] 
-  * [[generative_ui|Generative UI]] 
-  * [[agent_personalization|Personalization]] 
   * [[agent_cost_optimization|Cost Optimization]]   * [[agent_cost_optimization|Cost Optimization]]
-  * [[task_decomposition_strategies|Task Decomposition]] 
  
 **Training & Alignment** **Training & Alignment**
-  * [[rlhf|RLHF / PPO]]+  * [[rlhf|RLHF]]
   * [[direct_preference_optimization|DPO]]   * [[direct_preference_optimization|DPO]]
   * [[constitutional_ai|Constitutional AI]]   * [[constitutional_ai|Constitutional AI]]
-  * [[agent_rlvr|RLVR]] 
-  * [[agentic_reinforcement_learning|Agentic RL]] 
   * [[process_reward_models|Process Rewards]]   * [[process_reward_models|Process Rewards]]
-  * [[reasoning_reward_models|Reasoning Rewards]] 
-  * [[reward_overoptimization|Reward Hacking]] 
   * [[fine_tuning_agents|Fine-Tuning]]   * [[fine_tuning_agents|Fine-Tuning]]
   * [[agent_distillation|Distillation]]   * [[agent_distillation|Distillation]]
-  * [[self_play_agents|Self-Play]] 
-  * [[self_play_fine_tuning|SPIN]] 
-  * [[self_evolving_agents|Self-Evolving]] 
-  * [[agent_trajectory_optimization|Trajectory Opt.]] 
-  * [[world_models_for_agents|World Models]] 
-  * [[personalized_agents_human_feedback|PAHF]] 
-  * [[llm_agent_test_time_adaptation|Test-Time Adapt.]] 
  
 **Frameworks** **Frameworks**
   * [[anthropic_context_protocol|MCP]]   * [[anthropic_context_protocol|MCP]]
   * [[a2a_protocol|A2A]]   * [[a2a_protocol|A2A]]
-  * [[agent_communication_protocol|ACP]] 
-  * [[agent_network_protocol|ANP]] 
-  * [[ag_ui_protocol|AG-UI]] 
   * [[langgraph|LangGraph]]   * [[langgraph|LangGraph]]
   * [[crewai|CrewAI]]   * [[crewai|CrewAI]]
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   * [[openai_agents_sdk|OpenAI Agents SDK]]   * [[openai_agents_sdk|OpenAI Agents SDK]]
   * [[claude_agent_sdk|Claude Agent SDK]]   * [[claude_agent_sdk|Claude Agent SDK]]
-  * [[semantic_kernel|Semantic Kernel]] 
-  * [[smolagents|Smolagents]] 
   * [[openhands|OpenHands]]   * [[openhands|OpenHands]]
-  * [[metagpt|MetaGPT]] 
-  * [[camel|CAMEL]] 
-  * [[taskweaver|TaskWeaver]] 
-  * [[langroid|Langroid]] 
-  * [[flowise|Flowise]] 
-  * [[lite_llm|LiteLLM]] 
-  * [[microsoft_graphrag|GraphRAG]] 
  
-**Tools & Products**+**Tools**
   * [[devin|Devin]]   * [[devin|Devin]]
   * [[cursor|Cursor]]   * [[cursor|Cursor]]
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   * [[aider|Aider]]   * [[aider|Aider]]
   * [[computer_use|Computer Use]]   * [[computer_use|Computer Use]]
-  * [[bolt_new|Bolt.new]] 
-  * [[openvoiceui|OpenVoiceUI]] 
-  * [[manus_ai|Manus AI]] 
-  * [[gorilla|Gorilla]] 
-  * [[voyager|Voyager]] 
- 
-**Code & Software** 
-  * [[swe_agent|SWE-Agent]] 
-  * [[semi_formal_code_reasoning|Semi-Formal Reasoning]] 
-  * [[theory_of_code_space|Theory of Code Space]] 
-  * [[repository_centric_learning|Repo-Centric Learning]] 
-  * [[agent_context_files|Agent Context Files]] 
  
 **Safety & Security** **Safety & Security**
-  * [[agent_sandbox_security|Sandbox Security]] +  * [[agent_sandbox_security|Sandboxing]]
-  * [[agent_governance_frameworks|Governance]]+
   * [[agent_threat_modeling|Threat Modeling]]   * [[agent_threat_modeling|Threat Modeling]]
-  * [[agent_identity_and_authentication|Identity & Auth]] 
-  * [[nist_ai_agent_standards|NIST Standards]] 
   * [[llm_hallucination|Hallucination]]   * [[llm_hallucination|Hallucination]]
-  * [[sequential_tool_attack_chaining|Tool Attack Chains]] 
-  * [[multi_turn_jailbreak_attacks|Multi-Turn Jailbreaks]] 
-  * [[proactive_jailbreak_defense|Proactive Defense]] 
  
 **Evaluation** **Evaluation**
   * [[agent_evaluation|Overview]]   * [[agent_evaluation|Overview]]
   * [[swe_bench|SWE-bench]]   * [[swe_bench|SWE-bench]]
-  * [[web_arena_benchmark|WebArena]]+  * [[gaia_benchmark|GAIA]]
   * [[agentbench|AgentBench]]   * [[agentbench|AgentBench]]
-  * [[tau_bench|Tau-bench]] 
-  * [[terminal_bench|Terminal-Bench]] 
-  * [[gaia_benchmark|GAIA]] 
-  * [[computer_use_benchmark|CUB]] 
-  * [[humanitys_last_exam|Humanity's Last Exam]] 
-  * [[world_of_workflows_benchmark|World of Workflows]] 
-  * [[instruction_following_evaluation|Instruction Following]] 
-  * [[agent_as_a_judge|Agent-as-Judge]] 
-  * [[llm_as_judge|LLM-as-Judge]] 
-  * [[agent_index|Agent Index]] 
- 
-**Research** 
-  * [[tool_learning_foundation_models|Tool Learning Survey]] 
-  * [[formal_verification_llm_reasoning|Formal Verification]] 
-  * [[agentic_skills|Agentic Skills]] 
-  * [[synthetic_data_generation_agents|Synthetic Data]] 
-  * [[retrospective_intrinsic_feedback|RetroAgent]] 
-  * [[strategy_guided_exploration|Strategy Exploration]] 
-  * [[neurosymbolic_agents|Neurosymbolic]] 
-  * [[small_language_model_agents|Small LM Agents]] 
-  * [[on_device_agents|On-Device Agents]] 
  
-**Development** +**[[all_pages|All Pages →]]**
-  * [[agentic_coding|Agentic Coding]] +
-  [[agent_debugging|Debugging]] +
-  [[agent_observability|Observability]]+
  
 **Meta** **Meta**
   * [[agents:wiki_skill|Wiki API Skill]]   * [[agents:wiki_skill|Wiki API Skill]]
  
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