[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-free-perplexity-llm-council-via-opencode-mcp-summary":3,"summaries-facets-categories":130,"summary-related-free-perplexity-llm-council-via-opencode-mcp-summary":4627},{"id":4,"title":5,"ai":6,"body":13,"categories":90,"created_at":92,"date_modified":92,"description":84,"extension":93,"faq":92,"featured":94,"kicker_label":92,"meta":95,"navigation":110,"path":111,"published_at":112,"question":92,"scraped_at":113,"seo":114,"sitemap":115,"source_id":116,"source_name":117,"source_type":118,"source_url":119,"stem":120,"tags":121,"thumbnail_url":92,"tldr":126,"tweet":127,"unknown_tags":128,"__hash__":129},"summaries\u002Fsummaries\u002Ffree-perplexity-llm-council-via-opencode-mcp-summary.md","Free Perplexity LLM Council via OpenCode + MCP",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",5865,1478,18838,0.00140515,{"type":14,"value":15,"toc":83},"minimark",[16,21,25,28,32,52,63,70,74,77],[17,18,20],"h2",{"id":19},"replicate-max-only-council-to-save-costs","Replicate Max-Only Council to Save Costs",[22,23,24],"p",{},"Perplexity's LLM Council— inspired by Karpathy's concept—lets multiple models debate a query before a chairman model synthesizes a response, but it's locked to Max tier. Bypass this with Perplexity Web MCP\u002FCLI (v0.10.7) on a Pro account: each council run costs 1 Pro search (e.g., from 199 to 196 after 3 debates), regardless of failed members. Pro accounts get ~200 deep searches; Max isn't needed since MCP pulls backend model access like Sonar 2, Opus 4.7 (Mac-only), Kimi k26, and Neatron 3 Super. Community contribution added council support, making high-quality agentic orchestration free via OpenCode's Big Pickle model.",[22,26,27],{},"Council setup specifies members (e.g., GPT-5.4, Gemini 3.1 Pro, Sonnet 4.6) and chairman (e.g., Kimi k26). Models debate in parallel, outputting positions like \"creators and users, not prisoners\" on query \"Are humans your creators, users, or prisoners?\" Consensus emerges without Max upgrade, leveraging Pro search quotas.",[17,29,31],{"id":30},"fast-setup-with-uv-and-mcp-integration","Fast Setup with UV and MCP Integration",[22,33,34,35,39,40,43,44,47,48,51],{},"Install MCP\u002FCLI via UV for speed: ",[36,37,38],"code",{},"uv pip install perplexity-web-mcp-cli"," (faster than pip). Update with ",[36,41,42],{},"uv pip install -U perplexity-web-mcp-cli perplexity-mcp-skill",". Login: ",[36,45,46],{},"pwm login"," (email code auth). Check usage: ",[36,49,50],{},"pwm"," shows Pro status, searches left (e.g., 199 Pro, 20 deep).",[22,53,54,55,58,59,62],{},"Add MCP to OpenCode: ",[36,56,57],{},"pwm setup add opencode"," (auto-detects\u002Finstalls config). Install skill: ",[36,60,61],{},"pwm skill install opencode"," (teaches agents optimal MCP use, including usage checks). OpenCode (opencode.ai) supports free Big Pickle for orchestration—test with \"hello world.\" Connects to Anthropic, OpenAI, Nvidia free models; OpenCode Go ($10\u002Fmo) adds quotas for Kimi k26, DeepSeek V4, but Big Pickle is unlimited free.",[22,64,65,66,69],{},"MCP works with Cursor, Claude Code, Gemini Code Assist too via ",[36,67,68],{},"pwm setup add [tool]",". Skills ensure agents query usage first (e.g., confirms 199 searches before council).",[17,71,73],{"id":72},"run-agentic-council-debates-effectively","Run Agentic Council Debates Effectively",[22,75,76],{},"In OpenCode with Big Pickle: Test MCP: \"Ask Perplexity MCP latest AI news\" → pulls real-time data. Launch council: \"Ask Perplexity council with members GPT-5.4, Gemini 3.1 Pro, Sonnet 4.6; chairman Kimi k26: Are humans creators, users, or prisoners?\"",[22,78,79,80,82],{},"Process: Agent checks MCP usage, calls council (failed Kimi k26 didn't deduct search). Outputs: GPT-5.4\u002FGemini\u002FSonnet agree \"creators\u002Fusers, not prisoners.\" Use for dev questions needing search-backed debates. Post-run: ",[36,81,50],{}," confirms deductions (3 used). Scales to serious queries since models have Perplexity search access.",{"title":84,"searchDepth":85,"depth":85,"links":86},"",2,[87,88,89],{"id":19,"depth":85,"text":20},{"id":30,"depth":85,"text":31},{"id":72,"depth":85,"text":73},[91],"AI Automation",null,"md",false,{"content_references":96,"triage":105},[97,102],{"type":98,"title":99,"url":100,"context":101},"tool","Perplexity Web MCP & CLI","https:\u002F\u002Fgithub.com\u002Fjacob-bd\u002Fperplexity-web-mcp","mentioned",{"type":98,"title":103,"url":104,"context":101},"OpenCode","https:\u002F\u002Fopencode.ai",{"relevance":106,"novelty":107,"quality":107,"actionability":106,"composite":108,"reasoning":109},5,4,4.55,"Category: AI & LLMs. The article provides a detailed guide on replicating a specific AI feature using available tools, addressing practical applications for developers looking to implement AI-powered features. It includes step-by-step instructions for setup and usage, making it immediately actionable for the target audience.",true,"\u002Fsummaries\u002Ffree-perplexity-llm-council-via-opencode-mcp-summary","2026-05-08 17:07:06","2026-05-09 15:24:55",{"title":5,"description":84},{"loc":111},"bc76287e81c1fb7a","Gen AI Spotlight","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=9xyClDvmoZ0","summaries\u002Ffree-perplexity-llm-council-via-opencode-mcp-summary",[122,123,124,125],"ai-tools","llm","agents","ai-automation","Replicate Perplexity's Max-only LLM Council feature on a Pro account using free OpenCode and Perplexity Web MCP\u002FCLI, enabling multi-model debates that cost 1 Pro search per engagement.","Step-by-step setup for the latest [Perplexity Web MCP & CLI](https:\u002F\u002Fgithub.com\u002Fjacob-bd\u002Fperplexity-web-mcp) (v0.10.7) in [OpenCode](opencode.ai), using its free Big Pickle model as orchestrator to run Perplexity Pro \"council\" debates with models like GPT-4o, Gemini, and Claude—demoed on a humans-vs-AI 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AI Stock Analyst via Karpathy’s LLM Wiki",{"provider":7,"model":8,"input_tokens":4632,"output_tokens":4633,"processing_time_ms":4634,"cost_usd":4635},5495,1636,20507,0.00189435,{"type":14,"value":4637,"toc":4742},[4638,4642,4649,4652,4656,4659,4704,4711,4715,4718,4739],[17,4639,4641],{"id":4640},"persistent-memory-compounds-insights-beyond-daily-scans","Persistent Memory Compounds Insights Beyond Daily Scans",[22,4643,4644,4645,4648],{},"Stateless AI agents produce mechanical watchlists without strategic depth; Karpathy’s LLM Wiki fixes this by maintaining an evolving ",[36,4646,4647],{},"research\u002Findex.md"," file as a \"brain.\" This append-only artifact cross-links tickers and events—for example, linking Strait of Hormuz news to $VST margins via Amazon PPA deals. Setup uses Hermes Agent with custom skills, GLM-5-Turbo model, and auto-organizes content from Karpathy’s gist. Result: agent evolves from freshman intern (basic ticker lists) to analyst spotting asymmetric trades, like $LMND’s 4\u002F9 Asymmetry Score due to shrinking surprise percentage and market pricing in perfection.",[22,4650,4651],{},"Feed it your watchlist and prompts like \"hunt for asymmetric plays,\" then layer macro context: connect tickers to interest rates, hyperscaler AI CAPEX, supply chain bottlenecks. Recursive improvements prompt the agent: \"You’re an analyst for asymmetric trades... constantly improving... hunting new opportunities.\"",[17,4653,4655],{"id":4654},"multi-layer-pipeline-filters-signals-into-conviction","Multi-Layer Pipeline Filters Signals into Conviction",[22,4657,4658],{},"Run daily at 7:45 AM:",[4660,4661,4662,4670,4692,4698],"ol",{},[4663,4664,4665,4669],"li",{},[4666,4667,4668],"strong",{},"Signal Scanner",": Scrapes 24h tweets from thesis-driven accounts (e.g., @aleabitoreddit, @midascabal)—supply chain experts, not shillers.",[4663,4671,4672,4675,4676,4679,4680,4683,4684,4687,4688,4691],{},[4666,4673,4674],{},"Noise Filter",": Extracts cashtags, classifies by ",[4666,4677,4678],{},"Conviction Hierarchy","—",[4666,4681,4682],{},"Conviction"," (strong thesis), ",[4666,4685,4686],{},"High Signal"," (unusual activity), ",[4666,4689,4690],{},"Watchlist"," (needs pullback\u002Fdata). Ignores \"I called this at $X\" boasts.",[4663,4693,4694,4697],{},[4666,4695,4696],{},"Convergence Engine",": Flags multi-source alignment, e.g., $INTC CPU-to-GPU ratio or $SIVE InP lasers across accounts.",[4663,4699,4700,4703],{},[4666,4701,4702],{},"Persistent Wiki",": Builds cross-linked research, incorporating multimodal inputs like YouTube\u002Fpodcast transcripts and new X follows (agent pushed back on @pelositracker for lacking thesis depth).",[22,4705,4706,4707,4710],{},"Expands via ",[4666,4708,4709],{},"Recursive Source Discovery",": Hunts non-shilling accounts mapping supply chains. Pressure-test stocks like $LMND yields contrarian analysis, rejecting hype.",[17,4712,4714],{"id":4713},"actionable-build-principles-for-compounding-agents","Actionable Build Principles for Compounding Agents",[22,4716,4717],{},"Ditch single-prompt tools; build stateful systems:",[4719,4720,4721,4727,4733],"ul",{},[4663,4722,4723,4726],{},[4666,4724,4725],{},"Create a Log",": Append-only timeline of research.",[4663,4728,4729,4732],{},[4666,4730,4731],{},"Force Cross-Linking",": Explain New Ticker A’s impact on Thesis B.",[4663,4734,4735,4738],{},[4666,4736,4737],{},"Define Anti-Goals",": Exclude meme accounts, lagging indicators.",[22,4740,4741],{},"Over a month, this library uncovers alpha stateless chats miss. Track evolution at @CalConviction; integrates news for strategic headlines, turning news overload into high-conviction briefings.",{"title":84,"searchDepth":85,"depth":85,"links":4743},[4744,4745,4746],{"id":4640,"depth":85,"text":4641},{"id":4654,"depth":85,"text":4655},{"id":4713,"depth":85,"text":4714},[91],{"content_references":4749,"triage":4756},[4750],{"type":4751,"title":4752,"author":4753,"url":4754,"context":4755},"other","LLM wiki","Andrej Karpathy","https:\u002F\u002Fgist.github.com\u002Fkarpathy\u002F442a6bf555914893e9891c11519de94f","recommended",{"relevance":106,"novelty":107,"quality":107,"actionability":106,"composite":108,"reasoning":4757},"Category: AI & LLMs. The article provides a detailed framework for building a persistent AI stock analyst using Karpathy’s LLM Wiki, addressing the audience's need for practical applications of AI in finance. It outlines specific steps and tools, such as the Hermes Agent and GLM-5-Turbo model, making it immediately actionable for developers looking to implement similar systems.","\u002Fsummaries\u002Fpersistent-ai-stock-analyst-via-karpathy-s-llm-wik-summary","2026-05-05 05:48:45","2026-05-05 16:09:23",{"title":4630,"description":84},{"loc":4758},"4fe19a64f863e6d1","Generative AI","https:\u002F\u002Fgenerativeai.pub\u002Fusing-karpathys-wiki-how-i-turned-an-ai-agent-into-a-stock-analyst-2261baa54795?source=rss----440100e76000---4","summaries\u002Fpersistent-ai-stock-analyst-via-karpathy-s-llm-wik-summary",[124,123,122,125],"Give AI agents persistent memory using Karpathy’s LLM Wiki to compound stock insights over time, connecting daily signals into strategic theses instead of stateless summaries.",[125],"c8neWLZswbXgOAYtg48-xDOtfDkd704tyuCNSPZ7HAk",{"id":4772,"title":4773,"ai":4774,"body":4779,"categories":5000,"created_at":92,"date_modified":92,"description":84,"extension":93,"faq":92,"featured":94,"kicker_label":92,"meta":5001,"navigation":110,"path":5012,"published_at":5013,"question":92,"scraped_at":5014,"seo":5015,"sitemap":5016,"source_id":5017,"source_name":5018,"source_type":118,"source_url":5019,"stem":5020,"tags":5021,"thumbnail_url":92,"tldr":5022,"tweet":92,"unknown_tags":5023,"__hash__":5024},"summaries\u002Fsummaries\u002Fbuild-automated-workflows-with-claude-co-work-summary.md","Build Automated Workflows with Claude Co-Work",{"provider":7,"model":8,"input_tokens":4775,"output_tokens":4776,"processing_time_ms":4777,"cost_usd":4778},8788,2340,23836,0.00290495,{"type":14,"value":4780,"toc":4992},[4781,4785,4788,4791,4829,4832,4836,4839,4842,4845,4849,4855,4861,4868,4871,4874,4878,4881,4916,4919,4937,4940,4943,4947,4950,4953,4956,4960],[17,4782,4784],{"id":4783},"why-claude-co-work-beats-chat-for-real-work","Why Claude Co-Work Beats Chat for Real Work",[22,4786,4787],{},"Claude's base chat handles one-off questions like brainstorming or research, but it stops there—you still do the work. Claude Code crushes complex automations in the terminal: building software, app connections via MCP, file management, scheduling. It's powerhouse for technical users, but demands command-line comfort. Claude Co-Work bridges the gap: same Claude models (Opus, Sonnet, Haiku), visual desktop interface for everyone. Click projects in sidebar, connect apps without config hassles, plan multi-step tasks, schedule runs, output deliverables to folders. Trade-off: less raw power than Code, but zero learning curve. Start here to automate daily ops like email triage or KPI reports; graduate to Code later.",[22,4789,4790],{},"Download Claude Desktop free at claude.ai\u002Fdownload (Pro\u002FMax\u002FTeam\u002FEnterprise plans unlock Co-Work). It's research preview—features evolve, but production-ready now. Sidebar essentials:",[4719,4792,4793,4799,4805,4811,4817,4823],{},[4663,4794,4795,4798],{},[4666,4796,4797],{},"New Task",": Fresh chats.",[4663,4800,4801,4804],{},[4666,4802,4803],{},"Search\u002FScheduled",": Hunt convos; queue recurring jobs (e.g., morning briefings).",[4663,4806,4807,4810],{},[4666,4808,4809],{},"Projects",": Workspaces tied to local folders—agent reads\u002Fwrites only here for security.",[4663,4812,4813,4816],{},[4666,4814,4815],{},"Dispatch",": Mobile QR sync for on-the-go triggers.",[4663,4818,4819,4822],{},[4666,4820,4821],{},"Ideas",": Prompt starters (sales playbooks, data analysis).",[4663,4824,4825,4828],{},[4666,4826,4827],{},"Customize",": Connectors\u002Fskills\u002Fplugins live here.",[22,4830,4831],{},"\"Claude co-work... runs my clients' businesses as well as mine.\" – Nick, on production use after initial skepticism.",[17,4833,4835],{"id":4834},"connectors-agents-hands-to-your-tech-stack","Connectors: Agent's Hands to Your Tech Stack",[22,4837,4838],{},"Connectors link Co-Work to apps like Gmail, Google Calendar\u002FDrive, Outlook, Slack, Notion, Apollo, DocuSign, Fireflies, Ticket Tailor. Anthropic adds more; extend via MCP (Model Context Protocol) for custom. One-click auth: paste API key or OAuth login, set granular permissions (read-only emails vs. full write). No servers to spin up—toggle on in project (+ icon > connector dropdown).",[22,4840,4841],{},"Example: Enable Google Calendar. Agent pulls today's events without you touching APIs. Pitfall: Over-permissioning risks—stick to minimal access. Common mistake: Forgetting to enable in project; agent fails silently.",[22,4843,4844],{},"\"Connectors are effectively how co-work touches any of your applications... the agent's hands.\"",[17,4846,4848],{"id":4847},"skills-and-plugins-recipes-and-playbooks-for-reuse","Skills and Plugins: Recipes and Playbooks for Reuse",[22,4850,4851,4854],{},[4666,4852,4853],{},"Skills"," = saved prompts\u002Frecipes. Nail a task? Save as skill (e.g., \"morning brief\"). Invoke by name: \"Run morning brief.\" Builds your business-specific library over time—no rewriting.",[22,4856,4857,4860],{},[4666,4858,4859],{},"Plugins"," = bundled skills + connectors (Anthropic's prebuilts: sales, content, finance via Clockwork). Hand off like a playbook to a new hire, but agent executes. Plugins confuse as \"skills 2.0\"—they're higher-level orchestration.",[22,4862,4863,4864,4867],{},"Built-in ",[4666,4865,4866],{},"Skill Creator"," (\u002Fskill-creator slash command): Analyzes working task, drafts YAML-wrapped skill, runs test prompts (e.g., \"Generate morning brief,\" \"Refresh daily brief\"), benchmarks (skills hit 89-100% vs. 33% ad-hoc), self-heals errors. Add features mid-process (e.g., \"Include unread emails\")—it iterates efficiently.",[22,4869,4870],{},"Quality check: Test prompts cover edge cases (empty calendar, no news). Eval metadata shows pass rates. Feedback loop refines (\"Make concise, skip benchmarks\").",[22,4872,4873],{},"\"Skills... reusable recipes... Over time, you're naturally going to be building up a library of skills that match the way that your business actually works.\"",[17,4875,4877],{"id":4876},"live-build-morning-briefing-agent-from-scratch","Live Build: Morning Briefing Agent from Scratch",[22,4879,4880],{},"Target: 6:45am daily—read calendar (external meetings only), research attendees (name + company: funding, news, LinkedIn), top 3 AI stories (Anthropic\u002FOpenAI\u002FDeepMind focus, no rumors), unread emails, output \u003C400-word markdown to project folder, open in viewer.",[4660,4882,4883,4889,4895,4910],{},[4663,4884,4885,4888],{},[4666,4886,4887],{},"New Project",": \"daily briefs\" > select folder (e.g., AI\u002Fco-work-demo). Scoped access—no machine-wide reads.",[4663,4890,4891,4894],{},[4666,4892,4893],{},"Connectors",": + > Google Calendar (auth if needed). Add Gmail for emails.",[4663,4896,4897,4900,4901],{},[4666,4898,4899],{},"Prompt",":\n",[4902,4903,4908],"pre",{"className":4904,"code":4906,"language":4907},[4905],"language-text","Read my Google Calendar for today (now to 11:59pm local). For external meetings, search web: attendee name + company (2-3 facts: funding, news, LinkedIn, company info). Skip internals.\nTop 3 AI news last 24h: Anthropic\u002FOpenAI\u002FGoogle DeepMind\u002Fproduct launches. No rumors.\nUnread\u002Fimportant emails from yesterday.\nWrite 'today-brief.md' in daily-briefs folder:\n# Daily Brief - [Date]\n## Meetings\n- [Attendee]: [Facts]\n## AI News\n- [Story 1]\n## Inbox\n- [Emails]\n\u003C400 words total. Open in markdown viewer.\n","text",[36,4909,4906],{"__ignoreMap":84},[4663,4911,4912,4915],{},[4666,4913,4914],{},"Run & Inspect",": Progress tab shows plan. Outputs: claude.md (auto-instructions), today-brief.md, context (sources, calendar pull). Sunday test: No meetings, solid news (Gemma launch, OpenAI-Anthropic alliance, Meta Muse).",[22,4917,4918],{},"Iterate: Chat refinements (formatting, add emails). Before: Raw chat answers. After: Structured file ready on phone.",[4660,4920,4921,4931],{"start":106},[4663,4922,4923,4926,4927,4930],{},[4666,4924,4925],{},"Skill-ify",": ",[36,4928,4929],{},"\u002Fskill-creator"," > \"Turn morning briefing into 'morning-brief' skill.\" Drafts\u002Ftests\u002Fvalidates. Model: Opus for complex (costlier\u002Fslower; Sonnet\u002FHaiku for simple).",[4663,4932,4933,4936],{},[4666,4934,4935],{},"Schedule",": \"Schedule morning-brief daily 6:45am local, save to daily-briefs.\"",[22,4938,4939],{},"Security: Folder isolation. Cost tip: Avoid context bloat—concise claude.md (name, company, priorities only).",[22,4941,4942],{},"\"No external meetings today. It's Sunday. Here's the AI news: Google launches Gemma... OpenAI and Anthropic will team up...\"",[17,4944,4946],{"id":4945},"scaling-to-business-automation","Scaling to Business Automation",[22,4948,4949],{},"Morning brief scales to: Monday KPIs, weekly QBRs, sales pipeline checks (Apollo connector), invoice triage. Mobile dispatch for errands (QR phone app). Projects build memory\u002Fcontext. Plugins for teams: Sales op playbook auto-executes.",[22,4951,4952],{},"Trade-offs: Preview flux (features shift); Opus costs add up—monitor usage. Non-technical win: No Python\u002FMCP setup. Technical upgrade path: Export to Claude Code.",[22,4954,4955],{},"\"If you're looking to actually... be more efficient and get more done, start a business, start with Claude co-work.\"",[17,4957,4959],{"id":4958},"key-takeaways","Key Takeaways",[4719,4961,4962,4965,4968,4971,4974,4977,4980,4983,4986,4989],{},[4663,4963,4964],{},"Download Claude Desktop (claude.ai\u002Fdownload), Pro+ plan; jump to Co-Work tab for visual automation.",[4663,4966,4967],{},"Use projects for scoped folders; enable connectors (e.g., Google Calendar) per-project with minimal perms.",[4663,4969,4970],{},"Prompt precisely: Steps, outputs, constraints (\u003C400 words, structure markdown)—inspect progress\u002Fcontext.",[4663,4972,4973],{},"Save winners as skills via \u002Fskill-creator: Tests edges, benchmarks reuse value (89%+ success).",[4663,4975,4976],{},"Schedule recurring (e.g., 6:45am daily); invoke skills by name for zero-reprompt.",[4663,4978,4979],{},"Avoid bloat: Concise instructions; Opus for tough tasks, cheaper models for routine.",[4663,4981,4982],{},"Iterate live: Add features mid-run (emails); refine via feedback.",[4663,4984,4985],{},"Mobile: QR dispatch for anytime triggers.",[4663,4987,4988],{},"Production-ready despite preview—runs businesses now.",[4663,4990,4991],{},"Path: Co-Work daily → Code for power users.",{"title":84,"searchDepth":85,"depth":85,"links":4993},[4994,4995,4996,4997,4998,4999],{"id":4783,"depth":85,"text":4784},{"id":4834,"depth":85,"text":4835},{"id":4847,"depth":85,"text":4848},{"id":4876,"depth":85,"text":4877},{"id":4945,"depth":85,"text":4946},{"id":4958,"depth":85,"text":4959},[91],{"content_references":5002,"triage":5010},[5003,5006,5008],{"type":98,"title":5004,"url":5005,"context":101},"Claude Desktop","https:\u002F\u002Fclaude.ai\u002Fdownload",{"type":4751,"title":5007,"context":101},"MCP (Model Context Protocol)",{"type":98,"title":5009,"context":4755},"Clockwork Plugins",{"relevance":106,"novelty":107,"quality":107,"actionability":106,"composite":108,"reasoning":5011},"Category: AI Automation. The article provides a detailed overview of Claude Co-Work, an AI tool that automates workflows, addressing the pain point of needing practical, production-ready AI features. It offers specific examples of how to use the tool effectively, making it immediately actionable for users looking to streamline their processes.","\u002Fsummaries\u002Fbuild-automated-workflows-with-claude-co-work-summary","2026-04-17 14:43:47","2026-04-20 16:41:50",{"title":4773,"description":84},{"loc":5012},"376788f39ab48dcd","Nick Puru | AI Automation","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=4cm6F6TNe0g","summaries\u002Fbuild-automated-workflows-with-claude-co-work-summary",[122,124,123,125],"Claude Co-Work automates end-to-end business processes visually via desktop app: connect apps with one-click connectors, reuse prompts as skills, bundle into plugins, and schedule tasks—no terminal required.",[125],"GYqy6_O3UVdvH6ZnBcga22HWulUUWJdfjcNyWZWSFko",{"id":5026,"title":5027,"ai":5028,"body":5033,"categories":5073,"created_at":92,"date_modified":92,"description":84,"extension":93,"faq":92,"featured":94,"kicker_label":92,"meta":5074,"navigation":110,"path":5097,"published_at":5098,"question":92,"scraped_at":5099,"seo":5100,"sitemap":5101,"source_id":5102,"source_name":5103,"source_type":118,"source_url":5104,"stem":5105,"tags":5106,"thumbnail_url":92,"tldr":5107,"tweet":92,"unknown_tags":5108,"__hash__":5109},"summaries\u002Fsummaries\u002Fclaude-code-as-second-brain-video-editor-and-more-summary.md","Claude Code as Second Brain, Video Editor, and More",{"provider":7,"model":8,"input_tokens":5029,"output_tokens":5030,"processing_time_ms":5031,"cost_usd":5032},7074,1795,21006,0.00228965,{"type":14,"value":5034,"toc":5068},[5035,5039,5042,5045,5049,5052,5055,5058,5062,5065],[17,5036,5038],{"id":5037},"master-claude-code-setup-for-non-coding-workflows","Master Claude Code Setup for Non-Coding Workflows",[22,5040,5041],{},"Drive all Claude Code projects with a single claude.md file that prioritizes rules: hard non-negotiable rules first, then medium-priority, and low-priority with key references. Pair it with Obsidian's local markdown files for a second brain—Claude searches notes, answers queries, and edits\u002Fupdates them conversationally, eliminating manual digging. Only commit finalized info after discussion to avoid clutter. Install skills via npx or Claude marketplace (e.g., ad claude marketplace for plugins), select projects, run dev servers, and add API keys (Groq recommended for fast, free-tier transcription). This harness turns Claude into a day-running agent, replacing tools across workflows.",[22,5043,5044],{},"For research, embed a multi-step pipeline in claude.md: trigger on prompts to process steps in dedicated MD files (inputs, outputs, procedures, acceptance criteria). Sources\u002Fdrafts go in folders; final MD\u002FPDF exports with citations, grounding claims to prevent hallucinations—cross-verifies before drafting for credible outputs.",[17,5046,5048],{"id":5047},"create-videos-and-designs-through-prompted-iteration","Create Videos and Designs Through Prompted Iteration",[22,5050,5051],{},"Install Remotion skill (used by Anthropic's marketing for demos) to generate animated product videos: detail cuts, sequences, and assets in prompts; Claude plans, confirms, implements code for text\u002FSVG animations. Expect 20+ minutes for a 50-second clip, but it produces tailored, professional results on free setups—supply assets for enhancements beyond basics.",[22,5053,5054],{},"Anthropic's official Canvas Design skill handles posters, social posts, infographics: starts with a design philosophy MD (style, visuals), generates Python scripts for SVGs, balances compositions, and iterates on feedback (e.g., fix font sizes by reprompting—updates code and rerenders). Leverages Opus 4.7's improved SVG quality for non-UI designs.",[22,5056,5057],{},"Claude Video skill enables video watching: pass file paths\u002FURLs; it extracts frames, syncs to transcripts (Whisper\u002FGroq), and analyzes visuals\u002Faudio together. Summarizes findings with noticeable elements, outperforming transcript-only or screenshot hacks—keeps project context unlike switching to Gemini.",[17,5059,5061],{"id":5060},"consolidate-content-and-assign-specialized-roles","Consolidate Content and Assign Specialized Roles",[22,5063,5064],{},"Build a local content system querying Notion (via MCP) or NotebookLM (CLI tool for direct access, generating videos\u002Fslides\u002Fmaps\u002Fpodcasts from single sources to save tokens). Claude.md instructions route updates; query spreads across tools without consolidation overhead.",[22,5066,5067],{},"Assign folder-based roles for automation ROI: Finance manager analyzes CSVs\u002FNotion for reports\u002Fdirections\u002Fsuggestions; Teacher tracks progress\u002Fpreferences, explains concepts, quizzes from prior knowledge; Legal advisor flags issues in docs against guidelines (high\u002Fmedium priority); Data analyst processes datasets for decision reports. Scale to other roles by populating folders with data\u002Finstructions—Claude handles as specialist without coding.",{"title":84,"searchDepth":85,"depth":85,"links":5069},[5070,5071,5072],{"id":5037,"depth":85,"text":5038},{"id":5047,"depth":85,"text":5048},{"id":5060,"depth":85,"text":5061},[168],{"content_references":5075,"triage":5093},[5076,5079,5081,5083,5085,5088,5090],{"type":98,"title":5077,"url":5078,"context":4755},"SerpApi","https:\u002F\u002Fserpapi.com\u002F?utm_source=youtube&utm_campaign=ailabs_may_2026",{"type":98,"title":5080,"context":101},"Obsidian",{"type":98,"title":5082,"context":101},"Remotion",{"type":98,"title":5084,"context":101},"Claude Video",{"type":98,"title":5086,"author":5087,"context":101},"Canvas Design","Anthropic",{"type":98,"title":5089,"context":101},"NotebookLM",{"type":4751,"title":5091,"url":5092,"context":101},"The Roundup","https:\u002F\u002Fwww.theroundup.so\u002F",{"relevance":107,"novelty":5094,"quality":107,"actionability":107,"composite":5095,"reasoning":5096},3,3.8,"Category: AI Automation. The article discusses practical applications of Claude Code for automating workflows and replacing traditional tools, which aligns with the audience's need for actionable AI integration. It provides specific examples of how to set up Claude Code for various tasks, making it relevant and actionable.","\u002Fsummaries\u002Fclaude-code-as-second-brain-video-editor-and-more-summary","2026-05-05 14:00:00","2026-05-05 16:04:55",{"title":5027,"description":84},{"loc":5097},"3f1d7832f2d918a5","AI LABS","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=KQDVDtklf34","summaries\u002Fclaude-code-as-second-brain-video-editor-and-more-summary",[124,123,122,125],"Use Claude Code's agent system with claude.md files and skills to replace paid tools for second brain management, video creation (Remotion takes 20+ min for 50s clips), grounded research, video analysis, design iteration, content ops, and role-based tasks like finance or teaching—all on free setups.",[125],"TYfDXkbsC0kaCCujm4y-oD71ykZG0fDUhZP8ybGyhls",{"id":5111,"title":5112,"ai":5113,"body":5118,"categories":5243,"created_at":92,"date_modified":92,"description":84,"extension":93,"faq":92,"featured":94,"kicker_label":92,"meta":5244,"navigation":110,"path":5251,"published_at":5252,"question":92,"scraped_at":5253,"seo":5254,"sitemap":5255,"source_id":5256,"source_name":5257,"source_type":118,"source_url":5258,"stem":5259,"tags":5260,"thumbnail_url":92,"tldr":5261,"tweet":92,"unknown_tags":5262,"__hash__":5263},"summaries\u002Fsummaries\u002Fgemini-api-webhooks-replace-polling-for-long-runni-summary.md","Gemini API Webhooks Replace Polling for Long-Running AI Jobs",{"provider":7,"model":8,"input_tokens":5114,"output_tokens":5115,"processing_time_ms":5116,"cost_usd":5117},8390,1366,24170,0.00185415,{"type":14,"value":5119,"toc":5238},[5120,5124,5143,5150,5154,5169,5208,5212,5224,5235],[17,5121,5123],{"id":5122},"switch-to-push-notifications-to-cut-latency-and-costs","Switch to Push Notifications to Cut Latency and Costs",[22,5125,5126,5127,5130,5131,5134,5135,5138,5139,5142],{},"Polling ",[36,5128,5129],{},"GET \u002Foperations"," wastes quota and delays detection of job completion in long-running Gemini tasks like batch prompt processing (thousands overnight), Deep Research agents, or video generation (minutes to hours). Webhooks push HTTP POST payloads to your endpoint instantly on finish, using thin payloads with pointers like ",[36,5132,5133],{},"output_file_uri"," (e.g., ",[36,5136,5137],{},"gs:\u002F\u002Fmy-bucket\u002Fresults.jsonl"," for batches) or ",[36,5140,5141],{},"video_uri"," for videos. This delivers real-time updates without looping requests, ideal for agentic workflows and high-volume pipelines.",[22,5144,5145,5146,5149],{},"At-least-once delivery retries up to 24 hours with exponential backoff; deduplicate via ",[36,5147,5148],{},"webhook-id",". Respond with 2xx immediately after signature verification, queuing heavy processing to avoid triggering retries.",[17,5151,5153],{"id":5152},"static-vs-dynamic-webhooks-for-flexible-routing","Static vs Dynamic Webhooks for Flexible Routing",[22,5155,5156,5157,5160,5161,5164,5165,5168],{},"Static webhooks register a project-level endpoint once via WebhookService API for global events like Slack alerts or DB syncs. Dynamic webhooks override per-request with ",[36,5158,5159],{},"webhook_config"," payload, routing specific jobs (e.g., agent queues) and attaching ",[36,5162,5163],{},"user_metadata"," like ",[36,5166,5167],{},"{\"job_group\": \"nightly-eval\", \"priority\": \"high\"}"," for downstream fan-out without extra tracking.",[22,5170,5171,5172,5175,5176,5175,5179,5175,5182,5185,5186,5189,5190,5193,5194,5197,5198,5201,5202,5175,5205,5207],{},"Event catalog: Batch (",[36,5173,5174],{},"batch.succeeded",", ",[36,5177,5178],{},"batch.cancelled",[36,5180,5181],{},"batch.expired",[36,5183,5184],{},"batch.failed",", note ",[36,5187,5188],{},"batch.completed"," in some docs); Interactions API (",[36,5191,5192],{},"interaction.requires_action"," for pending function calls, ",[36,5195,5196],{},"interaction.completed",", etc.); Video (",[36,5199,5200],{},"video.generated"," with ",[36,5203,5204],{},"file_id",[36,5206,5141],{},"). Branch handlers on event type to fetch results.",[17,5209,5211],{"id":5210},"secure-with-hmacjwks-and-replay-protection","Secure with HMAC\u002FJWKS and Replay Protection",[22,5213,5214,5215,5175,5218,5175,5220,5223],{},"Adheres to Standard Webhooks spec: Verify ",[36,5216,5217],{},"webhook-signature",[36,5219,5148],{},[36,5221,5222],{},"webhook-timestamp"," headers. Reject payloads >5 minutes old to block replays.",[22,5225,5226,5227,5230,5231,5234],{},"Static: HMAC with one-time shared secret (store in env vars; rotate with ",[36,5228,5229],{},"REVOKE_PREVIOUS_SECRETS_AFTER_H24"," for 24h grace). Dynamic: JWT RS256 signatures verified against Google's JWKS at ",[36,5232,5233],{},"https:\u002F\u002Fgenerativelanguage.googleapis.com\u002F.well-known\u002Fjwks.json","—no shared secrets needed.",[22,5236,5237],{},"Trade-offs: Thin payloads minimize bandwidth but require follow-up fetches; at-least-once risks duplicates (handle idempotency); dynamic suits per-job flexibility but needs request-level config.",{"title":84,"searchDepth":85,"depth":85,"links":5239},[5240,5241,5242],{"id":5122,"depth":85,"text":5123},{"id":5152,"depth":85,"text":5153},{"id":5210,"depth":85,"text":5211},[168],{"content_references":5245,"triage":5249},[5246],{"type":4751,"title":5247,"url":5248,"context":4755},"Event-driven webhooks for developers and tools","https:\u002F\u002Fblog.google\u002Finnovation-and-ai\u002Ftechnology\u002Fdevelopers-tools\u002Fevent-driven-webhooks\u002F",{"relevance":106,"novelty":107,"quality":107,"actionability":106,"composite":108,"reasoning":5250},"Category: AI Automation. The article provides a detailed overview of how to implement event-driven webhooks in the Gemini API, addressing a specific pain point of reducing latency and costs associated with polling. It offers concrete examples and actionable steps for integrating this feature into AI workflows, making it highly relevant and practical for developers building AI-powered products.","\u002Fsummaries\u002Fgemini-api-webhooks-replace-polling-for-long-runni-summary","2026-05-05 07:01:53","2026-05-05 16:09:53",{"title":5112,"description":84},{"loc":5251},"831bdc7485023423","MarkTechPost","https:\u002F\u002Fwww.marktechpost.com\u002F2026\u002F05\u002F05\u002Fgoogle-adds-event-driven-webhooks-to-the-gemini-api-eliminating-the-need-for-polling-in-long-running-ai-jobs\u002F","summaries\u002Fgemini-api-webhooks-replace-polling-for-long-runni-summary",[123,124,122,125],"Use Gemini API's new event-driven webhooks to get instant push notifications on batch jobs, agent interactions, and video generation completion, cutting latency and API costs from constant GET \u002Foperations polling.",[125],"3vQ09FbvJ6uufdUuc3XyZuoIf9n-sRmBwHKEa1ltkyo"]