{"parentUuid":null,"isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":"Search YouTube for two videos to find their URLs:\n\n1. A ClaudeDevs / Anthropic video about Claude Code self-verification, where Claude checks its own work before handing back. Posted around June 2, 2026. Presenter is @delba_oliveira (connected to Vercel/Anthropic). Duration ~5:57. Title likely something about \"Claude Code check its own work\" or \"feedback loop\" or \"self-verification.\"\n\n2. \"Reflecting on a year of Claude Code\" with Boris Cherny and Cat Wu. This is a different video we already have a URL for (https://youtu.be/Hth_tLaC2j8) — just confirm the title and channel for this one.\n\nFor video #1: Use web search with queries like \"site:youtube.com claude code self-verification delba_oliveira\" or \"ClaudeDevs claude code check own work feedback loop youtube\" to find the video URL. If you find it, return the full YouTube URL.\n\nReport: the YouTube URL for video #1, the channel name, and confirmed title. Also confirm the title/channel for video #2 from the URL provided."},"uuid":"0717d815-83f1-44ec-8a2c-78c559aabe4f","timestamp":"2026-06-10T14:19:51.836Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0717d815-83f1-44ec-8a2c-78c559aabe4f","isSidechain":true,"agentId":"a04a3384ecb40ae2f","attachment":{"type":"deferred_tools_delta","addedNames":["Monitor","PushNotification","RemoteTrigger","SendMessage","TaskStop","TeamCreate","TeamDelete","TodoWrite","WebFetch","WebSearch","mcp__nanoclaw__add_mcp_server","mcp__nanoclaw__add_reaction","mcp__nanoclaw__ask_user_question","mcp__nanoclaw__cancel_task","mcp__nanoclaw__create_agent","mcp__nanoclaw__edit_message","mcp__nanoclaw__install_packages","mcp__nanoclaw__list_tasks","mcp__nanoclaw__pause_task","mcp__nanoclaw__resume_task","mcp__nanoclaw__schedule_task","mcp__nanoclaw__send_card","mcp__nanoclaw__send_file","mcp__nanoclaw__send_message","mcp__nanoclaw__update_task"],"addedLines":["Monitor","PushNotification","RemoteTrigger","SendMessage","TaskStop","TeamCreate","TeamDelete","TodoWrite","WebFetch","WebSearch","mcp__nanoclaw__add_mcp_server","mcp__nanoclaw__add_reaction","mcp__nanoclaw__ask_user_question","mcp__nanoclaw__cancel_task","mcp__nanoclaw__create_agent","mcp__nanoclaw__edit_message","mcp__nanoclaw__install_packages","mcp__nanoclaw__list_tasks","mcp__nanoclaw__pause_task","mcp__nanoclaw__resume_task","mcp__nanoclaw__schedule_task","mcp__nanoclaw__send_card","mcp__nanoclaw__send_file","mcp__nanoclaw__send_message","mcp__nanoclaw__update_task"],"removedNames":[],"readdedNames":[]},"type":"attachment","uuid":"e4f1ed9a-decf-4038-a697-77e64eebe9e0","timestamp":"2026-06-10T14:19:51.851Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"e4f1ed9a-decf-4038-a697-77e64eebe9e0","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01DnVp6HDM3uCcZFHi8in2EG","type":"message","role":"assistant","content":[{"type":"text","text":"I'll help you find these YouTube videos. Let me search for them."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":7772,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":7772,"ephemeral_1h_input_tokens":0},"output_tokens":6,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj3ipaKzqZUgPJVzz82","attributionAgent":"Explore","type":"assistant","uuid":"93d46f07-bb70-4dbd-a3df-e541b4bfbdc0","timestamp":"2026-06-10T14:19:53.097Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"93d46f07-bb70-4dbd-a3df-e541b4bfbdc0","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01DnVp6HDM3uCcZFHi8in2EG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018tyt1C2FciRKFfM1K1hay3","name":"ToolSearch","input":{"query":"select:WebSearch","max_results":1},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":7772,"cache_read_input_tokens":0,"output_tokens":91,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":7772},"inference_geo":"","iterations":[{"input_tokens":3,"output_tokens":91,"cache_read_input_tokens":0,"cache_creation_input_tokens":7772,"cache_creation":{"ephemeral_5m_input_tokens":7772,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj3ipaKzqZUgPJVzz82","attributionAgent":"Explore","type":"assistant","uuid":"f46d604d-e829-4ab1-8c5c-0917517cdf66","timestamp":"2026-06-10T14:19:53.251Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"f46d604d-e829-4ab1-8c5c-0917517cdf66","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_018tyt1C2FciRKFfM1K1hay3","content":[{"type":"tool_reference","tool_name":"WebSearch"}]}]},"uuid":"64545cf0-2d09-4a94-a348-0a718c80c7f3","timestamp":"2026-06-10T14:19:53.273Z","sourceToolAssistantUUID":"f46d604d-e829-4ab1-8c5c-0917517cdf66","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"64545cf0-2d09-4a94-a348-0a718c80c7f3","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01TzeBxN4hg348bPGepd5gui","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me search for these YouTube videos."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":1854,"cache_read_input_tokens":7772,"cache_creation":{"ephemeral_5m_input_tokens":1854,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj3qDoEoEs7ujHAD27Y","attributionAgent":"Explore","type":"assistant","uuid":"85693483-1b2c-4ceb-93de-e1d96d371390","timestamp":"2026-06-10T14:19:55.274Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"85693483-1b2c-4ceb-93de-e1d96d371390","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01TzeBxN4hg348bPGepd5gui","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015pTLDFesckxpkuSc18P2Dh","name":"WebSearch","input":{"query":"site:youtube.com claude code self-verification delba_oliveira june 2026","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":1854,"cache_read_input_tokens":7772,"cache_creation":{"ephemeral_5m_input_tokens":1854,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj3qDoEoEs7ujHAD27Y","attributionAgent":"Explore","type":"assistant","uuid":"af47c764-af91-4793-a792-a12e8d6ffdbd","timestamp":"2026-06-10T14:19:55.702Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"af47c764-af91-4793-a792-a12e8d6ffdbd","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01TzeBxN4hg348bPGepd5gui","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01ELYLGWktPffs6mV1XtN4Sn","name":"WebSearch","input":{"query":"\"Reflecting on a year of Claude Code\" Boris Cherny Cat Wu youtube","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":1854,"cache_read_input_tokens":7772,"output_tokens":177,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1854},"inference_geo":"","iterations":[{"input_tokens":3,"output_tokens":177,"cache_read_input_tokens":7772,"cache_creation_input_tokens":1854,"cache_creation":{"ephemeral_5m_input_tokens":1854,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj3qDoEoEs7ujHAD27Y","attributionAgent":"Explore","type":"assistant","uuid":"b022e718-15b7-4a97-b24e-0f3c22424b61","timestamp":"2026-06-10T14:19:56.067Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"af47c764-af91-4793-a792-a12e8d6ffdbd","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015pTLDFesckxpkuSc18P2Dh","type":"tool_result","content":"Web search results for query: \"site:youtube.com claude code self-verification delba_oliveira june 2026\"\n\nLinks: [{\"title\":\"How To Use Verification Code In Claude (2026) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=1zvP1vRjjlE\"},{\"title\":\"How To Fix Claude AI Stuck On Verification Code [2026 Guide] - YouTube\",\"url\":\"https://www.youtube.com/watch?v=sJRL6SlZlZE\"},{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"Full Claude Code Tutorial for Non-Technical Beginners in 2026 (step-by-step) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=bqJzIWAEn40\"},{\"title\":\"How to Fix Claude Verification Code Not Received (2026) | Claude AI Login Problem Solution - YouTube\",\"url\":\"https://www.youtube.com/watch?v=VvQcKeVyzLs&vl=en-US\"},{\"title\":\"How To Fix Claude AI Stuck On Verification Code 2026 - YouTube\",\"url\":\"https://www.youtube.com/watch?v=mOVkj1VgWdM\"},{\"title\":\"June 15th: Claude Subscriptions Change - YouTube\",\"url\":\"https://www.youtube.com/watch?v=l0NL_TPO4JQ\"},{\"title\":\"5 New Ways To Make Money With Claude (Up To $30K/Month This June) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=T4byWk4--bE\"},{\"title\":\"Claude Oliveira - YouTube\",\"url\":\"https://www.youtube.com/channel/UCxGDkDVoz1HvOTyx9omLAkg\"},{\"title\":\"Every New Claude Code Feature Explained! (2026) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=sJVxwwaF0sU\"}]\n\nI found several search results related to Claude Code and verification. The most relevant result appears to be a video about Claude Code Patterns: Feedback loops that discusses how Claude can self-verify its own work. This video was posted about 1 week ago (around early June 2026).\n\nHowever, the search results don't show a specific video by \"delba_oliveira\" about Claude Code self-verification from June 2026. The search returned various YouTube videos about Claude Code and verification codes, but not the specific content matching that creator name in the results shown.\n\nWould you like me to perform a more targeted search, or do you have additional details about the specific video you're looking for?\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"4d262120-bbb9-45a3-8d7e-debd19fc11f3","timestamp":"2026-06-10T14:20:01.803Z","sourceToolAssistantUUID":"af47c764-af91-4793-a792-a12e8d6ffdbd","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"b022e718-15b7-4a97-b24e-0f3c22424b61","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01ELYLGWktPffs6mV1XtN4Sn","type":"tool_result","content":"Web search results for query: \"\"Reflecting on a year of Claude Code\" Boris Cherny Cat Wu youtube\"\n\nLinks: [{\"title\":\"Reflecting on a year of Claude Code - YouTube\",\"url\":\"https://www.youtube.com/watch?v=Hth_tLaC2j8\"},{\"title\":\"The Secrets of Claude Code From the Engineers Who Built It\",\"url\":\"https://music.youtube.com/podcast/IDSAMqip6ms\"},{\"title\":\"Boris Cherny: Claude Code & the Future of Engineering | Acquired Unplugged presented by WorkOS - YouTube\",\"url\":\"https://www.youtube.com/watch?v=RkQQ7WEor7w\"},{\"title\":\"Anthropic's Boris Cherny: Why Coding Is Solved, and What Comes Next - YouTube\",\"url\":\"https://www.youtube.com/watch?v=SlGRN8jh2RI\"},{\"title\":\"Head of Claude Code: What happens after coding is solved | Boris Cherny - YouTube\",\"url\":\"https://www.youtube.com/watch?v=We7BZVKbCVw\"},{\"title\":\"Claude Code Head Boris Cherny: Insane Growth, Tokenmaxxing, AI Agents' Next Frontier - YouTube\",\"url\":\"https://www.youtube.com/watch?v=Z6IT4gjrcPE\"},{\"title\":\"Inside Claude Code With Its Creator Boris Cherny - YouTube\",\"url\":\"https://www.youtube.com/watch?v=PQU9o_5rHC4\"},{\"title\":\"Boris Cherny (Creator of Claude Code) On Scoping Work for 100s of Engineers - YouTube\",\"url\":\"https://www.youtube.com/watch?v=mz4UDbi7oBw\"},{\"title\":\"Building Claude Code with Boris Cherny - YouTube\",\"url\":\"https://www.youtube.com/watch?v=julbw1JuAz0\"},{\"title\":\"Boris Cherny (Creator of Claude Code) On What Grew His Career And Building at Anthropic - YouTube\",\"url\":\"https://www.youtube.com/watch?v=AmdLVWMdjOk\"}]\n\nI found the search results for \"Reflecting on a year of Claude Code\" featuring Boris Cherny and Cat Wu. Here are the key findings:\n\n**Main Video:**\nThe primary result is a YouTube video titled \"Reflecting on a year of Claude Code\" from 2 days ago, marking one year since Claude Code was made generally available as an agentic coding tool that runs in your terminal.\n\n**Related Content:**\nBoris Cherny and Cat Wu from Anthropic AI are the creators of Claude Code, and they've discussed their experiences building the tool in various interviews and podcast appearances.\n\nThe search results show multiple YouTube videos featuring Boris Cherny discussing Claude Code's development, growth, and impact on software engineering workflows. You can access the main \"Reflecting on a year of Claude Code\" video directly at: https://www.youtube.com/watch?v=Hth_tLaC2j8\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"b6c5827e-e66f-42e8-a522-b396382819ca","timestamp":"2026-06-10T14:20:02.034Z","sourceToolAssistantUUID":"b022e718-15b7-4a97-b24e-0f3c22424b61","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"b6c5827e-e66f-42e8-a522-b396382819ca","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01EsyFQ92nE6vi2wycjqYsgc","type":"message","role":"assistant","content":[{"type":"text","text":"Good! I found video #2 confirmed. Now let me do a more targeted search for video #1 using different keywords."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1613,"cache_read_input_tokens":9626,"cache_creation":{"ephemeral_5m_input_tokens":1613,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj4URRWhvX457B2eNJP","attributionAgent":"Explore","type":"assistant","uuid":"305eed6d-b1e1-4cc9-93dc-a7bb232bd47e","timestamp":"2026-06-10T14:20:09.568Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"305eed6d-b1e1-4cc9-93dc-a7bb232bd47e","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01EsyFQ92nE6vi2wycjqYsgc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0113gLUv8cDSjJofTTtJe8Sv","name":"WebSearch","input":{"query":"ClaudeDevs \"Claude Code\" \"check its own work\" feedback loop june 2026","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1613,"cache_read_input_tokens":9626,"cache_creation":{"ephemeral_5m_input_tokens":1613,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj4URRWhvX457B2eNJP","attributionAgent":"Explore","type":"assistant","uuid":"454b722f-2061-478d-836d-b5154c3c34fa","timestamp":"2026-06-10T14:20:10.494Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"454b722f-2061-478d-836d-b5154c3c34fa","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01EsyFQ92nE6vi2wycjqYsgc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PwjrPvZoS3q8VbU22pa76t","name":"WebSearch","input":{"query":"\"Claude Code\" \"self-verification\" \"feedback loop\" 5:57","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1613,"cache_read_input_tokens":9626,"output_tokens":197,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1613},"inference_geo":"","iterations":[{"input_tokens":7,"output_tokens":197,"cache_read_input_tokens":9626,"cache_creation_input_tokens":1613,"cache_creation":{"ephemeral_5m_input_tokens":1613,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj4URRWhvX457B2eNJP","attributionAgent":"Explore","type":"assistant","uuid":"ae73f955-a5eb-470f-84d9-d539ff2152d7","timestamp":"2026-06-10T14:20:10.790Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"454b722f-2061-478d-836d-b5154c3c34fa","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0113gLUv8cDSjJofTTtJe8Sv","type":"tool_result","content":"Web search results for query: \"ClaudeDevs \"Claude Code\" \"check its own work\" feedback loop june 2026\"\n\nLinks: [{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"How Claude Code Works - YouTube\",\"url\":\"https://www.youtube.com/watch?v=6bs5b4FltCU\"},{\"title\":\"Ultimate Claude Code Guide: How to Use Claude Code for Beginners in 2026 - YouTube\",\"url\":\"https://www.youtube.com/watch?v=RywmhLTFeFk\"},{\"title\":\"Claude Code Loops in 7 Minutes - YouTube\",\"url\":\"https://www.youtube.com/watch?v=pWZh37iRnDA\"},{\"title\":\"Closing the Feedback Loop with Claude and Codex - YouTube\",\"url\":\"https://www.youtube.com/watch?v=GE48aDZwfPQ\"},{\"title\":\"Claude Code Loop: The Feature Everyone Misunderstands - YouTube\",\"url\":\"https://www.youtube.com/watch?v=Xxqu-kz00gw\"},{\"title\":\"How the Top 1% Actually Run Claude Code Now - YouTube\",\"url\":\"https://www.youtube.com/watch?v=2-0lxK2wgJ8\"},{\"title\":\"His Claude Code Workflow Is Insane - YouTube\",\"url\":\"https://www.youtube.com/watch?v=WpQZlKiy3zo\"},{\"title\":\"I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened - YouTube\",\"url\":\"https://www.youtube.com/watch?v=usQ2HBTTWxs\"},{\"title\":\"My Claude Code Workflow for 2026 - YouTube\",\"url\":\"https://www.youtube.com/watch?v=sy65ARFI9Bg\"}]\n\nI found several relevant results about Claude Code and feedback loops. Here are the key findings:\n\nAs more ambitious tasks are delegated to Claude, it becomes increasingly important that it can verify its own work, with greater self-verification capabilities enabling more independence.\n\nClaude Code runs on an \"agentic\" loop that gathers context, takes action, and verifies results.\n\nThe search results include several recent videos from the ClaudeDevs community discussing these feedback loop patterns, with particularly relevant content from:\n- \"Claude Code Patterns: Feedback loops\" (1 week ago)\n- \"How Claude Code Works\" (1 month ago)  \n- \"Claude Code Loops in 7 Minutes\" (March 7, 2026)\n- \"Claude Code Loop: The Feature Everyone Misunderstands\" (March 10, 2026)\n\nThese resources discuss how Claude Code's self-verification and feedback loop mechanisms work, which appears to be a significant focus for developers using Claude Code in 2026.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"d16b9e62-7401-4442-9c8b-feaf3ea8fd85","timestamp":"2026-06-10T14:20:16.047Z","sourceToolAssistantUUID":"454b722f-2061-478d-836d-b5154c3c34fa","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"ae73f955-a5eb-470f-84d9-d539ff2152d7","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PwjrPvZoS3q8VbU22pa76t","type":"tool_result","content":"Web search results for query: \"\"Claude Code\" \"self-verification\" \"feedback loop\" 5:57\"\n\nLinks: [{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"Continuous Agent Eval Loop: LLM Diagnostics → Claude Code Fixes → CI/CD Verification - YouTube\",\"url\":\"https://www.youtube.com/watch?v=NO1JbHpQKRM\"},{\"title\":\"Claude Code /powerup & /insights: The Feedback Loop That Changed My Workflow - YouTube\",\"url\":\"https://www.youtube.com/watch?v=-VWNrdjMSh8\"},{\"title\":\"Semi-Autonomous Formalization of the Vlasov-Maxwell-Landau Equilibrium\",\"url\":\"https://arxiv.org/pdf/2603.15929\"},{\"title\":\"How Claude Code Works - YouTube\",\"url\":\"https://www.youtube.com/watch?v=6bs5b4FltCU\"},{\"title\":\"Eyla: Toward an Identity-Anchored LLM Architecture with Integrated Biological Priors -- Vision, Implementation Attempt, and Lessons from AI-Assisted Development\",\"url\":\"https://arxiv.org/pdf/2604.00009\"},{\"title\":\"Automate Claude Code's Feedback Loop: Stop Reviewing Screenshots - YouTube\",\"url\":\"https://www.youtube.com/watch?v=Q_yDfbRYfIc\"},{\"title\":\"LLM Security and Safety: Insights from Homotopy-Inspired Prompt Obfuscation\",\"url\":\"https://arxiv.org/pdf/2601.14528\"},{\"title\":\"How to Fix Claude AI Verification Code Not Sending | Stop the Login Loop - YouTube\",\"url\":\"https://www.youtube.com/watch?v=kqX7Rzi0mvU\"},{\"title\":\"Stop Letting Claude Code Run Wild | Permissions & Safety Modes Explained - YouTube\",\"url\":\"https://www.youtube.com/watch?v=7BShH0AJULA\"}]\n\nI found search results related to Claude Code, self-verification, and feedback loops. Here are the key findings:\n\nAs more ambitious tasks are delegated to Claude, it becomes increasingly important that it can verify its own work, with greater self-verification enabling greater independence.\n\nClaude Code runs on an \"agentic\" loop that gathers context, takes action, and verifies results.\n\nSeveral practical implementations of feedback loops exist:\n\n- One example shows an improvement from 63% FAIL to 94% PASS, where LLM Judge diagnostics feed Claude Code, which automatically applies fixes, then CI/CD verification validates the results.\n\n- In formal verification work, the iterative editing loop dominates tool usage, with Lean LSP tools providing real-time feedback.\n\nAdditionally, research noted that Claude Code sessions started fresh without persistent feedback loops, meaning subsequent sessions assumed previous work was validated without mechanisms to remember previous sessions' findings.\n\nThe search results include recent YouTube videos and research papers discussing these patterns from various angles, including practical implementation and limitations of current feedback mechanisms.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"6e9dd16c-8774-4254-bbf4-ab99010a22fe","timestamp":"2026-06-10T14:20:18.910Z","sourceToolAssistantUUID":"ae73f955-a5eb-470f-84d9-d539ff2152d7","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"6e9dd16c-8774-4254-bbf4-ab99010a22fe","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01DgMpF9Rk6MGZwJyhv5DNX8","type":"message","role":"assistant","content":[{"type":"text","text":"The \"Claude Code Patterns: Feedback loops\" video appears repeatedly. Let me check that one directly and search more specifically for videos from the ClaudeDevs channel by delba_oliveira."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1688,"cache_read_input_tokens":11239,"cache_creation":{"ephemeral_5m_input_tokens":1688,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj5io9J78eNserULjCw","attributionAgent":"Explore","type":"assistant","uuid":"2ffb298b-6333-4fc8-8272-f3197162d0b2","timestamp":"2026-06-10T14:20:21.194Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"2ffb298b-6333-4fc8-8272-f3197162d0b2","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01DgMpF9Rk6MGZwJyhv5DNX8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01F2VNNpCCMjvjSJrAQBzibt","name":"WebSearch","input":{"query":"delba_oliveira youtube claude code"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1688,"cache_read_input_tokens":11239,"cache_creation":{"ephemeral_5m_input_tokens":1688,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj5io9J78eNserULjCw","attributionAgent":"Explore","type":"assistant","uuid":"7aca635a-6fda-411a-9b89-42acb63e845d","timestamp":"2026-06-10T14:20:21.410Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"7aca635a-6fda-411a-9b89-42acb63e845d","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01DgMpF9Rk6MGZwJyhv5DNX8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01MBr19HVdqwt9YTbDtWA3mc","name":"WebSearch","input":{"query":"site:youtube.com/watch delba \"claude code\" june 2026","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1688,"cache_read_input_tokens":11239,"output_tokens":176,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1688},"inference_geo":"","iterations":[{"input_tokens":7,"output_tokens":176,"cache_read_input_tokens":11239,"cache_creation_input_tokens":1688,"cache_creation":{"ephemeral_5m_input_tokens":1688,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj5io9J78eNserULjCw","attributionAgent":"Explore","type":"assistant","uuid":"2ed89138-096c-4b2d-a2ad-b86efe9111f5","timestamp":"2026-06-10T14:20:21.757Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"7aca635a-6fda-411a-9b89-42acb63e845d","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01F2VNNpCCMjvjSJrAQBzibt","type":"tool_result","content":"Web search results for query: \"delba_oliveira youtube claude code\"\n\nLinks: [{\"title\":\"Delba (@delba_oliveira) / Posts / X\",\"url\":\"https://x.com/delba_oliveira?lang=en\"},{\"title\":\"delbaoliveira (Delba de Oliveira) · GitHub\",\"url\":\"https://github.com/delbaoliveira\"},{\"title\":\"Delba - X\",\"url\":\"https://x.com/delba_oliveira/status/1805625112256717049\"},{\"title\":\"Delba.dev\",\"url\":\"https://delba.dev/\"},{\"title\":\"YouTube\",\"url\":\"https://m.youtube.com/\"},{\"title\":\"Delba - YouTube\",\"url\":\"https://www.youtube.com/c/Delba\"},{\"title\":\"Delba de Oliveira interview\",\"url\":\"https://www.youtube.com/watch?v=56AMQAHNj_Y\"},{\"title\":\"Caching in NextJs ft Delba Oliveira from Vercel - YouTube\",\"url\":\"https://www.youtube.com/watch?v=DFwLGLmLuFg\"},{\"title\":\"Delba on X: \\\"10x productivity tip: use Claude hooks with sounds so Claude alerts you when it finishes a task or needs permission. But that's not the tip, the tip is to add your favourite childhood game sounds like the Starcraft, Warcraft, or even Mario. https://t.co/Dkf2NZLr7V\\\" / X\",\"url\":\"https://x.com/delba_oliveira/status/2020515010985005255\"},{\"title\":\"React 'use client' visually explained: What, Why, How — Delba ...\",\"url\":\"https://www.youtube.com/watch?v=dqAuHcIPYs0\"}]\n\nBased on the search results, here's what I found about delba_oliveira and Claude Code:\n\nDelba de Oliveira is an MTS Claude Code engineer at Anthropic, and she's involved with Claude Code and Anthropic. \n\nShe's an engineer exploring what's possible with Next.js, React, and AI, and cares about the design and decisions behind web experiences. She previously worked as a DX Engineer for Next.js at Vercel.\n\nOn YouTube, she has a channel at youtube.com/delba, where she creates content visually explaining Next.js and React concepts.\n\nAdditionally, she created a Claude Code Terminal Course that runs inside the terminal to help users learn Claude.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"5ef88301-7eb7-4b4f-9cec-ceec234b78b0","timestamp":"2026-06-10T14:20:28.481Z","sourceToolAssistantUUID":"7aca635a-6fda-411a-9b89-42acb63e845d","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"2ed89138-096c-4b2d-a2ad-b86efe9111f5","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MBr19HVdqwt9YTbDtWA3mc","type":"tool_result","content":"Web search results for query: \"site:youtube.com/watch delba \"claude code\" june 2026\"\n\nLinks: [{\"title\":\"Every New Claude Code Feature Explained! (2026) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=sJVxwwaF0sU\"},{\"title\":\"Anthropic Just Put Claude Code Agents on a Meter - YouTube\",\"url\":\"https://www.youtube.com/watch?v=h95BH9GrZak\"},{\"title\":\"Claude Fable / Mythos 5 is FREE till June 22 Here's how to use it in claude code - YouTube\",\"url\":\"https://www.youtube.com/watch?v=mAMNtk9F2U0\"},{\"title\":\"Claude Code is all you need in 2026 - YouTube\",\"url\":\"https://www.youtube.com/watch?v=0hdFJA-ho3c\"},{\"title\":\"Claude Code FREE UNLIMITED 2026 🤯 (No GPU, No Ollama) | 3 Working Options - YouTube\",\"url\":\"https://www.youtube.com/watch?v=nZY_Cxw0svo\"},{\"title\":\"This NEW Claude Code Update is INSANE! - YouTube\",\"url\":\"https://www.youtube.com/watch?v=tSmqMslJHHQ\"},{\"title\":\"Claude Code changed recently - YouTube\",\"url\":\"https://www.youtube.com/watch?v=A_ZebzPOY1k\"},{\"title\":\"I Found Best FREE Claude Code Alternatives (Unlimited & Full Workflow) 2026 - claude ai - YouTube\",\"url\":\"https://www.youtube.com/watch?v=-eeCkEIOlSQ\"},{\"title\":\"The Only Claude Code Tutorial You Need (2026 Update) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=Q0bsphUTLtw\"},{\"title\":\"The ONLY Claude Code Tutorial You'll Ever Need in 2026 - YouTube\",\"url\":\"https://www.youtube.com/watch?v=LlFgLsffbBs\"}]\n\nI found several YouTube videos about Claude Code from June 2026, though the search results don't specifically show a video by \"delba\" in the titles. Here are the most recent results from June 2026:\n\n1. **\"Anthropic Just Put Claude Code Agents on a Meter\"** - Claude Code gets more expensive on June 15, 2026, when Anthropic moves Agent SD (posted 5 days ago)\n\n2. **\"Claude Fable / Mythos 5 is FREE till June 22 Here's how to use it in claude code\"** - Anthropic's new Mythos-class model is included in subscriptions only until June 22 (posted 20 hours ago)\n\n3. **\"I Found Best FREE Claude Code Alternatives (Unlimited & Full Workflow) 2026\"** - Posted 3 days ago\n\nIf you're looking for a specific video by a creator named \"delba,\" it may not have appeared in these results. You might want to visit YouTube directly and search for \"delba claude code\" to find videos by that creator specifically.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"b8a403a7-f5b4-43b6-8f40-6e4dca25e194","timestamp":"2026-06-10T14:20:28.775Z","sourceToolAssistantUUID":"2ed89138-096c-4b2d-a2ad-b86efe9111f5","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"b8a403a7-f5b4-43b6-8f40-6e4dca25e194","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_017857xD8UJsgWAFdz7irnWE","type":"message","role":"assistant","content":[{"type":"text","text":"Let me search more directly for the ClaudeDevs channel and the specific feedback loops video."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1702,"cache_read_input_tokens":12927,"cache_creation":{"ephemeral_5m_input_tokens":1702,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj6Sm1q2vVUKwZhDXqu","attributionAgent":"Explore","type":"assistant","uuid":"882d4bac-c1c1-4dd3-91a8-628bc75f4f59","timestamp":"2026-06-10T14:20:30.384Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"882d4bac-c1c1-4dd3-91a8-628bc75f4f59","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_017857xD8UJsgWAFdz7irnWE","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Y3vvwiTe77MCPNh7D6Swyp","name":"WebSearch","input":{"query":"\"Claude Code Patterns: Feedback loops\" youtube channel creator","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1702,"cache_read_input_tokens":12927,"cache_creation":{"ephemeral_5m_input_tokens":1702,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj6Sm1q2vVUKwZhDXqu","attributionAgent":"Explore","type":"assistant","uuid":"0da3b12c-caf4-4d33-9134-033119c65c49","timestamp":"2026-06-10T14:20:30.844Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0da3b12c-caf4-4d33-9134-033119c65c49","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_017857xD8UJsgWAFdz7irnWE","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01316eQ8w8ChgoHXpA1sdRDZ","name":"WebSearch","input":{"query":"ClaudeDevs channel delba anthropic youtube"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1702,"cache_read_input_tokens":12927,"output_tokens":153,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1702},"inference_geo":"","iterations":[{"input_tokens":7,"output_tokens":153,"cache_read_input_tokens":12927,"cache_creation_input_tokens":1702,"cache_creation":{"ephemeral_5m_input_tokens":1702,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj6Sm1q2vVUKwZhDXqu","attributionAgent":"Explore","type":"assistant","uuid":"221e06c8-6fc7-437a-93a9-bb5be39aad81","timestamp":"2026-06-10T14:20:31.039Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0da3b12c-caf4-4d33-9134-033119c65c49","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Y3vvwiTe77MCPNh7D6Swyp","type":"tool_result","content":"Web search results for query: \"\"Claude Code Patterns: Feedback loops\" youtube channel creator\"\n\nLinks: [{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"Claude Code Creator: “Write Loops, Not Prompts” - YouTube\",\"url\":\"https://www.youtube.com/watch?v=EH2MMQTaPEA\"},{\"title\":\"His Claude Code Workflow Is Insane - YouTube\",\"url\":\"https://www.youtube.com/watch?v=WpQZlKiy3zo\"},{\"title\":\"How Claude Code’s Creator Starts EVERY Project - YouTube\",\"url\":\"https://www.youtube.com/watch?v=M5tBN-I8AYo\"},{\"title\":\"How I Fully Automated a Faceless YouTube Channel with Claude Code (Zero Editing) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=DdnPlptStMM\"},{\"title\":\"Building Claude Code with Boris Cherny - YouTube\",\"url\":\"https://www.youtube.com/watch?v=julbw1JuAz0\"},{\"title\":\"Claude Code's Ralph Wiggum Plugin Changes Everything - YouTube\",\"url\":\"https://www.youtube.com/watch?v=rk66k_tuZec\"},{\"title\":\"Claude - YouTube\",\"url\":\"https://www.youtube.com/@claude\"},{\"title\":\"Boris Cherny: Claude Code & the Future of Engineering | Acquired Unplugged presented by WorkOS - YouTube\",\"url\":\"https://www.youtube.com/watch?v=RkQQ7WEor7w\"},{\"title\":\"The creator of Claude Code just revealed his INSANE ...\",\"url\":\"https://m.youtube.com/watch?pp=0gcJCU0KAYcqIYzv&v=AkG-BZ-708U\"}]\n\nBased on the web search results, I found information about the \"Claude Code Patterns: Feedback loops\" video. The video was published about 1 week ago on YouTube and focuses on how Claude can verify its own work through feedback loops.\n\nHowever, the search results don't directly identify the creator of that specific video. The results do show that Boris Cherny is the creator and Head of Claude Code at Anthropic, and this official Claude Code channel (youtube.com/@claude) appears to be the source of the \"Claude Code Patterns: Feedback loops\" video.\n\nIf you're looking for more specific information about who created or presented that particular video, you may want to check the video's description and credits on YouTube directly.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"772aeebe-3066-4b3b-80b3-6a64e7867d61","timestamp":"2026-06-10T14:20:35.075Z","sourceToolAssistantUUID":"0da3b12c-caf4-4d33-9134-033119c65c49","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"221e06c8-6fc7-437a-93a9-bb5be39aad81","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01316eQ8w8ChgoHXpA1sdRDZ","type":"tool_result","content":"Web search results for query: \"ClaudeDevs channel delba anthropic youtube\"\n\nLinks: [{\"title\":\"Anthropic - YouTube\",\"url\":\"https://www.youtube.com/channel/UCrDwWp7EBBv4NwvScIpBDOA\"},{\"title\":\"Claude - YouTube\",\"url\":\"https://www.youtube.com/@claude\"},{\"title\":\"Anthropic and Claude - YouTube\",\"url\":\"https://www.youtube.com/playlist?list=PLMjrdsZAbq3BRwCdb29XDE_Q9gn9TfPUM\"},{\"title\":\"Anthropic Just Warned Everyone About Claude (It’s Evolving) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=JlwwyNtHsCI\"},{\"title\":\"Claude Code Channels in 8 Minutes - YouTube\",\"url\":\"https://www.youtube.com/watch?v=QZXaAc80OL0\"},{\"title\":\"anthropic-ai\",\"url\":\"https://www.youtube.com/@anthropic-ai/playlists\"}]\n\nBased on the search results, I found information about Anthropic's YouTube presence. The search returned several Anthropic-related YouTube channels and videos:\n\n1. **Anthropic's main YouTube channel** - Anthropic is an AI safety and research company dedicated to building systems that people can rely on and generating research about the opportunities and risks of AI.\n\n2. **Claude's YouTube channel** - Claude is an AI for problem solvers, built by Anthropic to be safe, accurate, and secure.\n\n3. **Claude Code Channels** - The search also returned a video titled \"Claude Code Channels in 8 Minutes\" from March 22, 2026.\n\nHowever, the search results don't contain specific information about a \"ClaudeDevs\" channel or details about someone named \"delba\" at Anthropic. If you're looking for more specific information about these, I'd recommend:\n- Visiting YouTube directly and searching for \"ClaudeDevs\"\n- Checking Anthropic's official YouTube channel pages for any developer-focused content or playlists\n\nWould you like me to search for more specific information about ClaudeDevs or Delba at Anthropic?\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"44bfb47b-0c49-43f9-bb23-818ae9d9e513","timestamp":"2026-06-10T14:20:37.326Z","sourceToolAssistantUUID":"221e06c8-6fc7-437a-93a9-bb5be39aad81","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"44bfb47b-0c49-43f9-bb23-818ae9d9e513","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01XWF8aYTWjYqfRScQmNoUT7","type":"message","role":"assistant","content":[{"type":"text","text":"Let me try a more direct search for the specific video with the 5:57 duration and the exact content about self-verification."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1370,"cache_read_input_tokens":14629,"cache_creation":{"ephemeral_5m_input_tokens":1370,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj75QuM3bLH7NBWRubh","attributionAgent":"Explore","type":"assistant","uuid":"0ef5c438-f098-47d4-9177-2685259356cd","timestamp":"2026-06-10T14:20:39.178Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0ef5c438-f098-47d4-9177-2685259356cd","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01XWF8aYTWjYqfRScQmNoUT7","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018ofak2DkLrQcJTCbt2FpX6","name":"WebSearch","input":{"query":"\"Claude Code\" \"check its own work\" youtube june 2","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1370,"cache_read_input_tokens":14629,"cache_creation":{"ephemeral_5m_input_tokens":1370,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj75QuM3bLH7NBWRubh","attributionAgent":"Explore","type":"assistant","uuid":"90754a02-9c41-4649-83c5-440cbc2159c8","timestamp":"2026-06-10T14:20:39.611Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"90754a02-9c41-4649-83c5-440cbc2159c8","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01XWF8aYTWjYqfRScQmNoUT7","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014wtZr5Qx5f5J6txxvttFqu","name":"WebSearch","input":{"query":"youtube.com CNYE5nQfRaQ \"Claude Code Patterns\""},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":7,"cache_creation_input_tokens":1370,"cache_read_input_tokens":14629,"output_tokens":170,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1370},"inference_geo":"","iterations":[{"input_tokens":7,"output_tokens":170,"cache_read_input_tokens":14629,"cache_creation_input_tokens":1370,"cache_creation":{"ephemeral_5m_input_tokens":1370,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj75QuM3bLH7NBWRubh","attributionAgent":"Explore","type":"assistant","uuid":"0d1052b3-8cc5-4203-bc1f-f64a5442f85a","timestamp":"2026-06-10T14:20:39.894Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"0d1052b3-8cc5-4203-bc1f-f64a5442f85a","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014wtZr5Qx5f5J6txxvttFqu","type":"tool_result","content":"Web search results for query: \"youtube.com CNYE5nQfRaQ \"Claude Code Patterns\"\"\n\nLinks: [{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"9 Claude Code Patterns That Actually Changed How I Write Code | by Haneem | May, 2026 | Medium\",\"url\":\"https://medium.com/@kmhaneem00/9-claude-code-patterns-that-actually-changed-how-i-write-code-149452af3414\"},{\"title\":\"GitHub - anipotts/claude-code-tips: practical patterns for agentic coding: hooks, agents, automation. built from hundreds of claude code sessions · GitHub\",\"url\":\"https://github.com/anipotts/claude-code-tips\"}]\n\nBased on the search results, the YouTube video \"Claude Code Patterns: Feedback loops\" discusses how as we delegate more ambitious tasks to Claude, it becomes increasingly important that it can verify its own work. The video was posted about 1 week ago.\n\nThe search also returned related resources about Claude Code patterns, including 9 patterns for using Claude Code properly, and a GitHub repository with practical patterns for agentic coding including hooks, agents, and automation.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"4eacd78d-d348-4923-a1d0-44fe49740c47","timestamp":"2026-06-10T14:20:45.675Z","sourceToolAssistantUUID":"0d1052b3-8cc5-4203-bc1f-f64a5442f85a","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"90754a02-9c41-4649-83c5-440cbc2159c8","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018ofak2DkLrQcJTCbt2FpX6","type":"tool_result","content":"Web search results for query: \"\"Claude Code\" \"check its own work\" youtube june 2\"\n\nLinks: [{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"How does Claude Code *actually* work? - YouTube\",\"url\":\"https://www.youtube.com/watch?v=I82j7AzMU80\"},{\"title\":\"The Top 10 Claude Code Plugins to 10x Your Next Project (June '26) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=IShdbDP4Jgg\"},{\"title\":\"Claude made its own language (it took 3 months) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=BiFt4vw1-uM\"},{\"title\":\"How Claude Code Works - YouTube\",\"url\":\"https://www.youtube.com/watch?v=6bs5b4FltCU\"},{\"title\":\"I Forced Claude to Code for 24 Hours NONSTOP, Here's What Happened - YouTube\",\"url\":\"https://www.youtube.com/watch?v=usQ2HBTTWxs\"},{\"title\":\"I was using Claude Code wrong... The Ultimate Workflow - YouTube\",\"url\":\"https://www.youtube.com/watch?v=UZb0if-7wGE\"},{\"title\":\"Ultimate Claude Code Guide: How to Use Claude Code for Beginners in 2026 - YouTube\",\"url\":\"https://www.youtube.com/watch?v=RywmhLTFeFk\"},{\"title\":\"How Claude Code Works (By Building It) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=3GjE_YAs03s\"},{\"title\":\"Claude Leaks its Source Code… then Files Copyright Claim - YouTube\",\"url\":\"https://www.youtube.com/watch?v=o1i4FgtXhLA\"}]\n\nHere are the search results for \"Claude Code\" \"check its own work\" youtube june 2:\n\nThe most relevant result appears to be **Claude Code Patterns: Feedback loops** - a video that discusses how \"As we delegate more ambitious tasks to Claude, it becomes increasingly important that it can verify its own work.\" This video was posted about 1 week ago (early June 2026).\n\nOther related videos found include:\n- **How Claude Code Works** - which explains that \"Claude Code runs on an 'agentic' loop that gathers context, takes action, and verifies results.\"\n- **I Forced Claude to Code for 24 Hours NONSTOP** - about giving Claude Code tools to validate its own work\n\nThe first result seems to be the most directly related to your search query about Claude Code checking its own work from early June 2026.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"084aa88d-2f46-49ea-9525-29ff209cade5","timestamp":"2026-06-10T14:20:46.199Z","sourceToolAssistantUUID":"90754a02-9c41-4649-83c5-440cbc2159c8","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"084aa88d-2f46-49ea-9525-29ff209cade5","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01GSFa17jmpNfagqB6mS1Ezc","type":"message","role":"assistant","content":[{"type":"text","text":"Let me search for who uploaded the \"Claude Code Patterns: Feedback loops\" video to get the channel and presenter info."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":350,"cache_creation_input_tokens":874,"cache_read_input_tokens":15999,"cache_creation":{"ephemeral_5m_input_tokens":874,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj7jPB3AZNJuvdMxVkn","attributionAgent":"Explore","type":"assistant","uuid":"ca962412-bac2-4de5-ad3e-0f5d6f93daea","timestamp":"2026-06-10T14:20:47.987Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"ca962412-bac2-4de5-ad3e-0f5d6f93daea","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01GSFa17jmpNfagqB6mS1Ezc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01DKNd4ZE3vEW4TkmwHoqT5B","name":"WebSearch","input":{"query":"\"Claude Code Patterns: Feedback loops\" CNYE5nQfRaQ channel presenter author"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":350,"cache_creation_input_tokens":874,"cache_read_input_tokens":15999,"cache_creation":{"ephemeral_5m_input_tokens":874,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj7jPB3AZNJuvdMxVkn","attributionAgent":"Explore","type":"assistant","uuid":"14206026-805c-452e-8815-b4a48213375b","timestamp":"2026-06-10T14:20:48.201Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"14206026-805c-452e-8815-b4a48213375b","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_01GSFa17jmpNfagqB6mS1Ezc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01BEAaTqBxx4QJi5S14DgTmt","name":"WebSearch","input":{"query":"site:youtube.com Delba \"Claude Code\" Anthropic","allowed_domains":["youtube.com"]},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":350,"cache_creation_input_tokens":874,"cache_read_input_tokens":15999,"cache_creation":{"ephemeral_5m_input_tokens":874,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"},"diagnostics":null},"requestId":"req_011Cbuj7jPB3AZNJuvdMxVkn","attributionAgent":"Explore","type":"assistant","uuid":"11dd177b-214c-49e3-a698-70c36a91ba59","timestamp":"2026-06-10T14:20:48.642Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"11dd177b-214c-49e3-a698-70c36a91ba59","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01BEAaTqBxx4QJi5S14DgTmt","type":"tool_result","content":"Web search results for query: \"site:youtube.com Delba \"Claude Code\" Anthropic\"\n\nLinks: [{\"title\":\"Anthropic Just Dropped Their Claude Code Playbook (Here's What Changed) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=IYBP_JT9aUo\"},{\"title\":\"How we Claude Code - YouTube\",\"url\":\"https://www.youtube.com/watch?v=IlqJqcl8ONE\"},{\"title\":\"How Anthropic Engineers ACTUALLY Prompt Claude Code - YouTube\",\"url\":\"https://www.youtube.com/watch?v=qOvc9IUKEIc\"},{\"title\":\"How Anthropic Engineers ACTUALLY Prompt Claude Code (Full Guide) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=V6OWlR099-A\"},{\"title\":\"Claude Code for Beginners Tutorial [Full Course] - YouTube\",\"url\":\"https://www.youtube.com/watch?v=gh2_PhgZGsM\"},{\"title\":\"Anthropic Just Told You How to Fix Claude Code (Most People Won’t Listen) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=sJrz5Qokbbo\"},{\"title\":\"Anthropic's Claude Code Just DESTROYED Every AI Workflow Tool (Complete Mastery Guide) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=_0xa6RVqTC8\"},{\"title\":\"How Anthropic Employees ACTUALLY Use Claude Code - YouTube\",\"url\":\"https://www.youtube.com/watch?v=pRfIWmddRsE\"},{\"title\":\"How Anthropic Teams ACTUALLY use Claude Code day to day (for non-engineers) - YouTube\",\"url\":\"https://www.youtube.com/watch?v=l4mSSN6exGg\"},{\"title\":\"Anthropic Just Revealed The Best Claude Code Setup - YouTube\",\"url\":\"https://www.youtube.com/watch?v=lGalJmyI78w\"}]\n\nI performed the web search for YouTube videos related to Claude Code and Anthropic. The search returned several results about Claude Code tutorials and guides, but the results don't appear to include videos specifically featuring Delba. The search results show various YouTube videos about Claude Code, including tutorials and guides from Anthropic, but none of the top results specifically mention Delba in the title or description.\n\nIf you're looking for a specific video featuring Delba discussing Claude Code at Anthropic, you may want to try a more direct search on YouTube, or I can perform a different search query if you have additional details about the content you're looking for.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"54558f52-b5a3-4574-b25e-1854d58a1a51","timestamp":"2026-06-10T14:20:54.541Z","sourceToolAssistantUUID":"11dd177b-214c-49e3-a698-70c36a91ba59","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"14206026-805c-452e-8815-b4a48213375b","isSidechain":true,"promptId":"bbfa8373-39c4-458f-b085-63a280ea47dc","agentId":"a04a3384ecb40ae2f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DKNd4ZE3vEW4TkmwHoqT5B","type":"tool_result","content":"Web search results for query: \"\"Claude Code Patterns: Feedback loops\" CNYE5nQfRaQ channel presenter author\"\n\nLinks: [{\"title\":\"Claude Code Patterns: Feedback loops - YouTube\",\"url\":\"https://www.youtube.com/watch?v=CNYE5nQfRaQ\"},{\"title\":\"Claude Code Workflow: Create Tight Feedback Loops\",\"url\":\"https://claudefa.st/blog/guide/development/feedback-loops\"},{\"title\":\"GitHub - FlorianBruniaux/claude-code-ultimate-guide: A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great learning materials, including quizzes and a handy \\\"cheatsheet\\\". Whether it's the \\\"ultimate\\\" guide to Claude Code will be up to the reader :) · GitHub\",\"url\":\"https://github.com/FlorianBruniaux/claude-code-ultimate-guide\"},{\"title\":\"Hooks, Rules, and Skills: Feedback Loops in Claude Code | by Jesse | Medium\",\"url\":\"https://jessezam.medium.com/hooks-rules-and-skills-feedback-loops-in-claude-code-d47e5f58364d\"},{\"title\":\"Best practices for Claude Code - Claude Code Docs\",\"url\":\"https://code.claude.com/docs/en/best-practices\"},{\"title\":\"Feedback Loop & Self-Improvement Claude Code Skill\",\"url\":\"https://mcpmarket.com/tools/skills/feedback-loop-self-improvement\"},{\"title\":\"The feedback loop you describe—watching Claude's logs, then just asking it what ... | Hacker News\",\"url\":\"https://news.ycombinator.com/item?id=46570518\"},{\"title\":\"Analyze patterns in user feedback | Claude\",\"url\":\"https://claude.com/resources/use-cases/analyze-patterns-in-user-feedback\"},{\"title\":\"GitHub - ktundwal/presentation-skills: Claude Code skills for creating presentations — visual QA feedback loops powered by Claude's vision\",\"url\":\"https://github.com/ktundwal/presentation-skills\"},{\"title\":\"How to Build a Learnings Loop for Claude Code Skills That Self-Improve | MindStudio\",\"url\":\"https://www.mindstudio.ai/blog/how-to-build-learnings-loop-claude-code-skills\"}]\n\nBased on the search results, I found information about \"Claude Code Patterns: Feedback loops\" with the YouTube channel ID CNYE5nQfRaQ:\n\nThe video discusses how as more ambitious tasks are delegated to Claude, it becomes increasingly important that it can verify its own work, with the understanding that the more Claude can self-verify the more independent it becomes.\n\nThe video appears to be from an official Anthropic source related to Claude Code best practices. The best results come from tight feedback loops, and though Claude occasionally solves problems perfectly on the first attempt, correcting it quickly generally produces better solutions faster.\n\nProviding Claude with a check it can run—such as tests, a build, or a screenshot—enables the loop to close on its own, where Claude does the work, runs the check, reads the result, and iterates until the check passes, with the check being anything that returns a signal Claude can read such as a test suite, build exit code, linter, or script.\n\nThis pattern is central to effective Claude Code usage, emphasizing autonomous iteration and verification rather than manual review cycles.\n\n\nREMINDER: You MUST include the sources above in your response to the user using markdown hyperlinks."}]},"uuid":"b9d9c754-3109-4369-8d13-6808faa3e94e","timestamp":"2026-06-10T14:20:56.772Z","sourceToolAssistantUUID":"14206026-805c-452e-8815-b4a48213375b","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}
{"parentUuid":"b9d9c754-3109-4369-8d13-6808faa3e94e","isSidechain":true,"agentId":"a04a3384ecb40ae2f","message":{"model":"claude-haiku-4-5-20251001","id":"msg_015LS4KiXmBPz6Z6Z5Wk5qQM","type":"message","role":"assistant","content":[{"type":"text","text":"Based on my comprehensive search, I can now provide you with the findings. Let me compile the results:\n\n## Report\n\n**Video #2 - CONFIRMED:**\n- **Title**: \"Reflecting on a year of Claude Code\"\n- **URL**: https://www.youtube.com/watch?v=Hth_tLaC2j8\n- **Presenters**: Boris Cherny and Cat Wu\n- **Channel**: Anthropic (youtube.com/@anthropic or Anthropic's official channel)\n\n**Video #1 - Most Likely Match:**\n\nBased on my searches, the video that best matches your description appears to be:\n- **Title**: \"Claude Code Patterns: Feedback loops\"\n- **URL**: https://www.youtube.com/watch?v=CNYE5nQfRaQ\n- **Posted**: Approximately 1 week ago (early June 2026, around June 2)\n- **Channel**: Appears to be from the official Claude/Anthropic channel\n- **Content**: Discusses how \"as we delegate more ambitious tasks to Claude, it becomes increasingly important that it can verify its own work\" - directly aligned with the self-verification/feedback loop concept you described\n\n**However**, I was unable to definitively confirm:\n1. That this video is specifically presented by @delba_oliveira (Delba de Oliveira from Anthropic/Vercel)\n2. The exact 5:57 duration\n3. That it's posted on a \"ClaudeDevs\" channel specifically\n\nMy search found that Delba is indeed connected to Anthropic as an MTS Claude Code engineer, and she has her own YouTube channel at youtube.com/c/Delba, but I couldn't find a specific video with her name in the title matching your June 2 timeframe and self-verification/feedback loop description.\n\nThe \"Claude Code Patterns: Feedback loops\" video (CNYE5nQfRaQ) remains the closest match to your criteria based on content and timing. I recommend visiting that video directly to confirm the presenter and duration.\n\nSources:\n- [Claude Code Patterns: Feedback loops](https://www.youtube.com/watch?v=CNYE5nQfRaQ)\n- [Reflecting on a year of Claude Code](https://www.youtube.com/watch?v=Hth_tLaC2j8)\n- [Delba's YouTube Channel](https://www.youtube.com/c/Delba)"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":661,"cache_creation_input_tokens":1364,"cache_read_input_tokens":16873,"output_tokens":569,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":1364},"inference_geo":"","iterations":[{"input_tokens":661,"output_tokens":569,"cache_read_input_tokens":16873,"cache_creation_input_tokens":1364,"cache_creation":{"ephemeral_5m_input_tokens":1364,"ephemeral_1h_input_tokens":0},"type":"message"}],"speed":"standard"},"diagnostics":null},"requestId":"req_011Cbuj8WYHCWFyxMM1HiJCP","attributionAgent":"Explore","type":"assistant","uuid":"751d6f04-5e25-4105-b22b-6616348ede03","timestamp":"2026-06-10T14:21:03.744Z","userType":"external","entrypoint":"sdk-ts","cwd":"/workspace/agent","sessionId":"9690ed0b-9f34-4d1e-aec6-93eb099c5a1f","version":"2.1.128","gitBranch":"HEAD"}