====== Lint Report ======

Generated: 2026-04-16 21:48:47

===== Summary =====

  * **total_pages_disk**: 873
  * **total_pages_embedded**: 872
  * **duplicates**: 93
  * **stale**: 0
  * **unembedded**: 1
  * **dead_links**: 111
  * **orphans**: 73

Run ''lint.php?key=KEY&merge=1'' to auto-merge duplicates.

===== Duplicates (93) =====

Pages with >90% embedding similarity. Run with ''&merge=1'' to auto-merge:

  * **0.92** -- [[sqlite|SQLite]] + [[sqlite_utils|sqlite-utils]]
  * **0.92** -- [[vercel|Vercel]] + [[vercel_ai_sdk|Vercel AI SDK]]
  * **0.92** -- [[claude|Claude]] + [[claude_skill|Claude Skill]]
  * **0.92** -- [[agent_personalization|Agent Personalization]] + [[persona_verification|Persona]]
  * **0.92** -- [[persona_verification|Persona]] + [[personalized_agents_human_feedback|Personalized Agents from Human Feedback]]
  * **0.92** -- [[persona_simulation|Persona Simulation]] + [[persona_verification|Persona]]
  * **0.92** -- [[agentic_ai|Agentic AI]] + [[agentic_ai_vs_generative_ai|Agentic AI vs Generative AI]]
  * **0.92** -- [[computer_use|Computer Use]] + [[computer_use_agents_comparison|Computer Use Agents Comparison]]
  * **0.92** -- [[subword_tokenization|Subword Tokenization]] + [[tokenization|Tokenization]]
  * **0.92** -- [[modal|Modal]] + [[multimodal_ai_market|What Is Driving the Rapid Growth of the Multimodal AI Market]]
  * **0.92** -- [[github|GitHub]] + [[github_copilot|GitHub Copilot]]
  * **0.92** -- [[claude_generated_vs_gbrain_original|Claude Generated Vs Gbrain Original]] + [[gbrain|GBrain]]
  * **0.92** -- [[spatial_intelligence|Spatial Intelligence]] + [[world_labs_spatial_intelligence|World Labs / Spatial Intelligence]]
  * **0.92** -- [[nvidia|Nvidia]] + [[nvidia_lyra_2_0|NVIDIA Lyra 2.0]]
  * **0.92** -- [[modal|Modal]] + [[modal_compute|Modal Compute]]
  * **0.92** -- [[claude_mythos|Claude Mythos]] + [[gpt_5_4_cyber_vs_claude_mythos|GPT-5.4-Cyber vs. Claude Mythos]]
  * **0.92** -- [[claude|Claude]] + [[claude_mythos|Claude Mythos]]
  * **0.92** -- [[claude_mythos|Claude Mythos]] + [[mythos|Mythos]]
  * **0.92** -- [[qwen_3_6_35b_a3b|Qwen3.6-35B-A3B]] + [[qwen_3_6_35b_a3b_vs_claude_opus_4_7|Qwen3.6-35B-A3B vs Claude Opus 4.7]]
  * **0.92** -- [[hermes_agent|Hermes Agent]] + [[hermes_vs_openclaw|Hermes Agent vs OpenClaw]]
  * **0.92** -- [[hermes_vs_openclaw|Hermes Agent vs OpenClaw]] + [[openclaw|OpenClaw]]
  * **0.92** -- [[ai_metadata_stripping|AI Metadata Stripping]] + [[meta|Meta]]
  * **0.92** -- [[claude|Claude]] + [[claude_app_store|Claude App Store Surge]]
  * **0.92** -- [[cloudflare|Cloudflare]] + [[cloudflare_project_think|Cloudflare Project Think]]
  * **0.92** -- [[nemotron_3_super|Nemotron 3 Super]] + [[nemotron_3_super_vs_gpt_oss_qwen|Nemotron 3 Super vs GPT-OSS-120B vs Qwen3.5-122B]]
  * **0.92** -- [[codex|Codex]] + [[openai_codex|OpenAI Codex CLI: Terminal CLI Agent & Codex Wiki]]
  * **0.92** -- [[openai|OpenAI]] + [[openai_codex|OpenAI Codex CLI: Terminal CLI Agent & Codex Wiki]]
  * **0.92** -- [[embodied_reasoning|Embodied Reasoning]] + [[inner_monologue_agents|Inner Monologue: Embodied Reasoning with Language Models]]
  * **0.92** -- [[openai|OpenAI]] + [[openai_revenue_ipo|OpenAI Revenue and IPO]]
  * **0.92** -- [[ising|Ising]] + [[parallel_diffusion_denoising|Parallel Diffusion Denoising]]
  * **0.92** -- [[amazon|Amazon]] + [[amazon_q_cli|Amazon Q CLI]]
  * **0.92** -- [[gemma_4|Gemma 4]] + [[gemma_4_vs_qwen_models|Gemma 4 vs Qwen Models]]
  * **0.92** -- [[gemma_4|Gemma 4]] + [[gemma_4_27b_vs_gemini_flash|Gemma 4 27B vs Gemini Flash]]
  * **0.92** -- [[modal|Modal]] + [[multimodal_cot_prompting|Multimodal Chain-of-Thought Prompting]]
  * **0.92** -- [[prompt_engineering|Prompt Engineering]] + [[when_to_use_rag_vs_fine_tuning|When to Use RAG vs Fine-Tuning vs Prompt Engineering]]
  * **0.92** -- [[nvidia|Nvidia]] + [[nvidia_vera_rubin|Nvidia Vera Rubin Platform]]
  * **0.92** -- [[meta|Meta]] + [[metagpt|MetaGPT: Multi-Agent Framework with SOP-Based Collaboration]]
  * **0.92** -- [[computer_use|Computer Use]] + [[computer_use_benchmark|Computer Use Benchmark]]
  * **0.92** -- [[architecture_diagram|Architecture Diagram]] + [[architecture_diagram_generator|Architecture Diagram Generator]]
  * **0.92** -- [[deployment_geometry|Deployment Geometry]] + [[metr|METR]]
  * **0.92** -- [[chatgpt_claude_gemini_comparison|How Are ChatGPT, Claude, and Gemini Different in 2026]] + [[claude|Claude]]
  * **0.92** -- [[claude|Claude]] + [[claude_agent_sdk|Claude Agent SDK: Overview]]
  * **0.92** -- [[haystack|Haystack]] + [[haystack_engineering|Haystack Engineering]]
  * **0.92** -- [[claude|Claude]] + [[claude_opus_47|Claude Opus 4.7]]
  * **0.92** -- [[claude_opus_47|Claude Opus 4.7]] + [[qwen_3_6_35b_a3b_vs_claude_opus_4_7|Qwen3.6-35B-A3B vs Claude Opus 4.7]]
  * **0.92** -- [[claude|Claude]] + [[claude_opus_vs_sonnet|Key Differences Between Claude Opus and Sonnet]]
  * **0.92** -- [[nvidia|Nvidia]] + [[nvidia_nemotron|NVIDIA Nemotron]]
  * **0.92** -- [[modal|Modal]] + [[multimodal_ai_assistant|Multimodal AI Assistant]]
  * **0.92** -- [[allbirds_newbird_ai|NewBird AI]] + [[allbirds_vs_long_blockchain|Allbirds/NewBird AI vs Long Blockchain Corp (2017)]]
  * **0.92** -- [[claude|Claude]] + [[gemini_vs_claude_vs_chatgpt|Gemini vs Claude vs ChatGPT]]
  * **0.92** -- [[claude|Claude]] + [[claude_cowork|Claude Cowork]]
  * **0.92** -- [[claude|Claude]] + [[gpt_5_4_cyber_vs_claude_mythos|GPT-5.4-Cyber vs. Claude Mythos]]
  * **0.92** -- [[gpt_5_4_cyber_vs_claude_mythos|GPT-5.4-Cyber vs. Claude Mythos]] + [[mythos|Mythos]]
  * **0.92** -- [[gpt_5_4_cyber|GPT-5.4-Cyber]] + [[gpt_5_4_cyber_vs_claude_mythos|GPT-5.4-Cyber vs. Claude Mythos]]
  * **0.92** -- [[claude|Claude]] + [[claude_code_vs_gemini_mac_app|Claude Code vs Gemini Mac App]]
  * **0.92** -- [[claude_code|Claude Code]] + [[claude_code_vs_gemini_mac_app|Claude Code vs Gemini Mac App]]
  * **0.92** -- [[meta|Meta]] + [[meta_harness|Meta-Harness]]
  * **0.92** -- [[modal|Modal]] + [[palm_e|PaLM-E: An Embodied Multimodal Language Model]]
  * **0.92** -- [[openai|OpenAI]] + [[swarm_openai|OpenAI Swarm]]
  * **0.92** -- [[nvidia|Nvidia]] + [[nvidia_magpie_tts|NVIDIA Magpie TTS]]
  * **0.92** -- [[meta|Meta]] + [[meta_prompting|Meta Prompting]]
  * **0.92** -- [[agno|Agno]] + [[clinical_diagnosis_agents|Clinical Diagnosis Agents: MACD]]
  * **0.92** -- [[agentic_ai_vs_generative_ai|Agentic AI vs Generative AI]] + [[generative_ai|Generative AI]]
  * **0.92** -- [[anthropic|Anthropic]] + [[anthropic_routines_vs_openclaw_heartbeats|Anthropic Routines vs OpenClaw Heartbeats]]
  * **0.92** -- [[anthropic|Anthropic]] + [[openai_vs_anthropic_cyber_access|OpenAI vs Anthropic Cyber Access Programs]]
  * **0.92** -- [[anthropic|Anthropic]] + [[anthropic_vs_openai|Anthropic vs OpenAI]]
  * **0.92** -- [[claude|Claude]] + [[claude_4_6|Claude 4 6]]
  * **0.92** -- [[claude|Claude]] + [[claude_squad|Claude Squad]]
  * **0.92** -- [[claude|Claude]] + [[qwen_3_6_35b_a3b_vs_claude_opus_4_7|Qwen3.6-35B-A3B vs Claude Opus 4.7]]
  * **0.92** -- [[claude|Claude]] + [[claude_managed_agents|Claude Managed Agents]]
  * **0.92** -- [[claude|Claude]] + [[claude_generated_vs_gbrain_original|Claude Generated Vs Gbrain Original]]
  * **0.92** -- [[claude|Claude]] + [[claude_code|Claude Code]]
  * **0.92** -- [[claude|Claude]] + [[claude_routines_vs_n8n_zapier|Claude Code Routines vs n8n/Zapier]]
  * **0.92** -- [[metr|METR]] + [[relativeadoptionmetric|Relative Adoption Metric]]
  * **0.92** -- [[meta|Meta]] + [[meta_mtia_chip|Meta MTIA Chip]]
  * **0.92** -- [[anthropic_routines_vs_openclaw_heartbeats|Anthropic Routines vs OpenClaw Heartbeats]] + [[openclaw|OpenClaw]]
  * **0.92** -- [[autogen|AutoGen]] + [[autogen_studio|AutoGen Studio]]
  * **0.92** -- [[meta|Meta]] + [[meta_llama_4_scout|Meta Llama 4 Scout]]
  * **0.92** -- [[agentic_rag|Agentic RAG]] + [[r2r|R2R: Production Agentic RAG System]]
  * **0.92** -- [[english_vs_chinese_tokenization|English vs Chinese Tokenization]] + [[tokenization|Tokenization]]
  * **0.92** -- [[algorithm_distillation|Algorithm Distillation]] + [[distillation|Distillation]]
  * **0.92** -- [[cline|Cline]] + [[clinejection|Clinejection: Agent Supply Chain Attacks via Prompt Injection]]
  * **0.92** -- [[layer_looping_transformers|Layer-Looping Transformer Architecture]] + [[transformer_architecture|Transformer Architecture]]
  * **0.92** -- [[gemma_4|Gemma 4]] + [[gemma_4_26b|Gemma 4 26B]]
  * **0.92** -- [[nvidia|Nvidia]] + [[nvidia_omniverse_digital_twins|Nvidia Omniverse for Data Center Digital Twins]]
  * **0.92** -- [[cloudflare|Cloudflare]] + [[cloudflare_agent_lee|Cloudflare Agent Lee]]
  * **0.92** -- [[gemma_4|Gemma 4]] + [[gemma_4_models|Gemma 4 Model Series]]
  * **0.92** -- [[openai|OpenAI]] + [[openai_vs_anthropic_cyber_access|OpenAI vs Anthropic Cyber Access Programs]]
  * **0.92** -- [[openai|OpenAI]] + [[openai_chatgpt|OpenAI ChatGPT]]
  * **0.92** -- [[openai|OpenAI]] + [[openai_agents_sdk|OpenAI Agents SDK]]
  * **0.92** -- [[anthropic_vs_openai|Anthropic vs OpenAI]] + [[openai|OpenAI]]
  * **0.92** -- [[claude_code|Claude Code]] + [[claude_routines_vs_n8n_zapier|Claude Code Routines vs n8n/Zapier]]
  * **0.92** -- [[modal|Modal]] + [[multimodal_agent_architectures|Multimodal Agent Architectures]]

===== Stale Embeddings (0) =====

No stale embeddings.

===== Dead Links (111) =====

  * [[all_pages]] links to missing: ''scratch:auth_test''
  * [[ragflow]] links to missing: ''[reranking''
  * [[state_space_models]] links to missing: ''sequence_modeling''
  * [[opencode]] links to missing: ''[mcp_servers''
  * [[how_to_build_a_rag_pipeline]] links to missing: ''[chromadb''
  * [[how_to_build_a_rag_pipeline]] links to missing: ''[qdrant''
  * [[how_to_build_a_rag_pipeline]] links to missing: ''[pinecone''
  * [[mcp_servers]] links to missing: ''[claude''
  * [[mcp_servers]] links to missing: ''[github''
  * [[toolformer]] links to missing: ''^''
  * [[gptme]] links to missing: ''[computer_use''
  * [[gptme]] links to missing: ''[openai''
  * [[gptme]] links to missing: ''[anthropic''
  * [[github_copilot]] links to missing: ''[openai''
  * [[github_copilot]] links to missing: ''[anthropic''
  * [[github_copilot]] links to missing: ''[google_gemini''
  * [[trae_agent]] links to missing: ''[claude''
  * [[llm_as_judge]] links to missing: ''A''
  * [[llm_as_judge]] links to missing: ''B''
  * [[llm_as_judge]] links to missing: ''C''
  * [[llm_as_judge]] links to missing: ''A''
  * [[llm_as_judge]] links to missing: ''B''
  * [[warp_terminal]] links to missing: ''[openai''
  * [[warp_terminal]] links to missing: ''[anthropic''
  * [[open_interpreter]] links to missing: ''[lite_llm''
  * [[agent_communication_protocol]] links to missing: ''agent2agent_protocol''
  * [[openai_codex]] links to missing: ''[codex''
  * [[ragas]] links to missing: ''"question", "faithfulness", "answer_relevancy"''
  * [[promptfoo]] links to missing: ''[github''
  * [[deepeval]] links to missing: ''[github''
  * ... and 81 more

===== Orphan Pages (73) =====

Pages with zero inbound links:

  * [[ai_vs_historical_tech_adoption]]
  * [[alter_table_constraints]]
  * [[apple_app_store]]
  * [[auto_mode_agents]]
  * [[baumols_cost_disease]]
  * [[bildung]]
  * [[brandon_baum]]
  * [[byte_pair_encoding]]
  * [[chief_ai_officer]]
  * [[clarivate_ai50]]
  * [[claude_app_store]]
  * [[claude_generated_vs_gbrain_original]]
  * [[clawjacked_attack]]
  * [[cli_vs_gui]]
  * [[cloudflare]]
  * [[confidential_computing_ai]]
  * [[crux_collaboration]]
  * [[cultural_ratchet]]
  * [[data_poisoning_insurance]]
  * [[deployment_geometry]]
  * [[drew_breunig]]
  * [[emotional_intelligence_ai]]
  * [[end_of_utterance_detection]]
  * [[facelift_data_studio]]
  * [[file_as_bus_pattern]]
  * [[filippo_valsorda]]
  * [[general_purpose_technology]]
  * [[gigawatt_ceiling]]
  * [[glp_1_pharmacogenomics]]
  * [[greenfield_vs_brownfield_environments]]
  * ... and 43 more

===== References =====