[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-cloudflare-s-connectivity-cloud-powers-secure-ai-b-summary":3,"summaries-facets-categories":93,"summary-related-cloudflare-s-connectivity-cloud-powers-secure-ai-b-summary":4498},{"id":4,"title":5,"ai":6,"body":13,"categories":57,"created_at":59,"date_modified":59,"description":50,"extension":60,"faq":59,"featured":61,"kicker_label":59,"meta":62,"navigation":75,"path":76,"published_at":77,"question":59,"scraped_at":77,"seo":78,"sitemap":79,"source_id":80,"source_name":81,"source_type":82,"source_url":83,"stem":84,"tags":85,"thumbnail_url":59,"tldr":90,"tweet":59,"unknown_tags":91,"__hash__":92},"summaries\u002Fsummaries\u002Fcloudflare-s-connectivity-cloud-powers-secure-ai-b-summary.md","Cloudflare's Connectivity Cloud Powers Secure AI Builds",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",5502,2033,19213,0.00209425,{"type":14,"value":15,"toc":49},"minimark",[16,21,25,28,32,35,39,42,46],[17,18,20],"h2",{"id":19},"unified-platform-delivers-connect-protect-build","Unified Platform Delivers Connect, Protect, Build",[22,23,24],"p",{},"Cloudflare's connectivity cloud integrates 60+ services into one platform, enabling teams to connect workforces\u002FAI agents via agile SASE (Cloudflare One), protect sites\u002Fapps\u002FAPIs\u002FAI workloads with WAF\u002FDDoS\u002Fbot defenses accelerating via ultra-fast CDN (setup in 5 minutes), and build\u002Fscale serverless apps\u002FAI inference on edge with Workers, databases, storage. SASE unifies zero-trust access for humans\u002Fagents, cutting hybrid work friction; security insulates from threats while boosting performance; developer tools like agents framework\u002Forchestration let you run chosen models, deploy instantly globally for reliability at scale. Trade-off: Free tier starts easy, but enterprise needs custom plans.",[22,26,27],{},"Testimonials validate: Discord uses it for identity\u002Fcontext-checked access to critical apps; Zendesk praises simple end-to-end implementation; Investec leverages for user-programmable functionality without heavy lifting.",[17,29,31],{"id":30},"global-network-scale-blocks-massive-threats","Global Network Scale Blocks Massive Threats",[22,33,34],{},"Anycast network spans 330+ cities in 125+ countries (including mainland China), protects 20% of websites, blocks 215B cyber threats daily with 477 Tbps DDoS capacity. This edge deployment absorbs\u002Ffilter bot attacks using data from millions of sites, stops real-time abuse on AI apps\u002Fagents, secures generative\u002Fagentic AI tools\u002Fpublic apps. Outcome: Faster AI adoption without security stalls—modernize remote access with least-privilege to apps\u002Finfra, deploy AI everywhere.",[17,36,38],{"id":37},"ai-first-tools-and-proven-leadership","AI-First Tools and Proven Leadership",[22,40,41],{},"Build\u002Fdeploy AI agents quickly via framework\u002Ftools for model choice\u002Fremote MCP servers; secure apps\u002Fagents from abuse (now GA). Edge AI inference via Workers AI runs ambitious apps globally. Leaders recognize: Named Leader in Forrester Wave WAF 2025; Challenger\u002FVisionary in Gartner Magic Quadrant CNAP\u002FSASE 2025. Acquisitions like Replicate (AI cloud), Astro (web dev), Human Native (AI content) accelerate seamless dev.",[17,43,45],{"id":44},"actionable-resources-for-builders","Actionable Resources for Builders",[22,47,48],{},"Download 2026 App Innovation Report (4 ways leaders boost AI impact), 2026 Threat Report; ebooks on developer velocity\u002Fsecurity. Hands-on: Test Drive workshops, SASE demos, webinars (e.g., cloud migration), events like Connect 2026. Start free at dash.cloudflare.com\u002Fsign-up; get personalized plans or demos.",{"title":50,"searchDepth":51,"depth":51,"links":52},"",2,[53,54,55,56],{"id":19,"depth":51,"text":20},{"id":30,"depth":51,"text":31},{"id":37,"depth":51,"text":38},{"id":44,"depth":51,"text":45},[58],"DevOps & Cloud",null,"md",false,{"content_references":63,"triage":69},[64],{"type":65,"title":66,"url":67,"context":68},"report","Cloudflare 2025 Impact Report","https:\u002F\u002Fcfl.re\u002Fimpact-report-2025","mentioned",{"relevance":70,"novelty":71,"quality":72,"actionability":72,"composite":73,"reasoning":74},5,3,4,4.15,"Category: AI & LLMs. The article provides a comprehensive overview of Cloudflare's tools for deploying AI applications securely, addressing key pain points for developers looking to integrate AI into their products. It includes actionable insights on using their platform for AI deployment, which is relevant for the target audience.",true,"\u002Fsummaries\u002Fcloudflare-s-connectivity-cloud-powers-secure-ai-b-summary","2026-04-19 14:51:43",{"title":5,"description":50},{"loc":76},"a6ad87b96b6f44b6","__oneoff__","article","https:\u002F\u002Fwww.cloudflare.com\u002F","summaries\u002Fcloudflare-s-connectivity-cloud-powers-secure-ai-b-summary",[86,87,88,89],"cloud","devops","saas","ai-tools","Deploy AI agents and apps on Cloudflare's global network—330+ cities, blocks 215B threats daily, 60+ unified services for connect\u002Fprotect\u002Fbuild without ops 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Copilot roasted for old version (v29 vs v32), Opus model (switch to GPT-4o high\u002Fmedium), no yellow mode\u002Fstreamer mode initially.",[17,4668,4670],{"id":4669},"copilot-agent-synergy-in-aspire-workflows","Copilot-Agent Synergy in Aspire Workflows",[22,4672,4673,4674,4677],{},"VS Code's agent mode shines: In-browser preview grabs DOM elements for targeted fixes (\"this looks bad\"). Arrow keys persist settings (session\u002Frepo\u002Faccount). Aspire CLI embeds vectorized docs (",[4537,4675,4676],{},"aspire docs"," searches slugs, feeds agent exact API links—no web scraping).",[22,4679,4680],{},"Prompting philosophy: \"Peak prompting... Slop mention.\" Agent auto-finds install button on aspire.dev. Skills in dev (TypeScript Aspire skill) enhance, but base agent suffices. Copilot CLI praised for artisanal code (rounded corners\u002Fgradients). Remote control, session storage mysteries discussed—history sync suspected, not full teleport.",[22,4682,4683],{},"Enabler potential: In-browser supports internal\u002Fcorp sites (Edge WebView), bypassing Playwright session pains for auth-heavy agents.",[17,4685,4687],{"id":4686},"deployment-path-and-backend-evolution","Deployment Path and Backend Evolution",[22,4689,4690,4691,4694],{},"Immediate win: Escape localhost meme—deploy to cloud for phone uploads. ",[4537,4692,4693],{},"aspire deploy"," teased (cutoff, but standard flow). Future: Swap JSON for Postgres (connectToPostgres), Azure Functions for uploads, avoiding DB aversion.",[22,4696,4697],{},"Bingo squares hit: Late arrivals (Damian\u002FFowler), Boston mentions, Pierce-specific. Casual chaos: Roasts, Clippy cameos, power outage nods. Aspire Conf session by Pierce (coloring book app) referenced—zero-to-hero Aspire.",[22,4699,4700],{},"Events plugged: Boston Copilot Dev Days (Apr 29, 3pm). Streaming multi-platform (VS Code\u002FAspire YT\u002FTwitch), four chats monitored.",[22,4702,4703],{},"\"Key Takeaways\"",[4705,4706,4707,4713,4720,4726,4732,4735,4738,4741,4744,4747],"ul",{},[4533,4708,4709,4710,4712],{},"Install Aspire CLI from aspire.dev\u002Fstable; run ",[4537,4711,4546],{}," to scaffold AppHost.ts.",[4533,4714,4715,4716,4719],{},"Prompt Copilot: \"Add code to AppHost.ts to launch my ",[4560,4717,4718],{},"framework"," app\" for instant orchestration.",[4533,4721,4722,4723,4725],{},"Use ",[4537,4724,4658],{}," for local containerized runs; inspect via dashboard.",[4533,4727,4728,4729,4731],{},"Vectorized docs (",[4537,4730,4676],{},") supercharge agents—no hallucinated APIs.",[4533,4733,4734],{},"Wrap Next.js despite extras: Define WebFrontend, expose ports\u002Fenvs.",[4533,4736,4737],{},"Persist Copilot prefs with arrows: Account\u002Frepo\u002Fsession for DX.",[4533,4739,4740],{},"Deploy early: Fixes localhost sharing; add DBs (Postgres) via connects.",[4533,4742,4743],{},"Align emojis matter—Aspire engineers obsessed over terminal UX.",[4533,4745,4746],{},"Test in-browser agent for corp auth; huge for restricted nets.",[4533,4748,4749],{},"Yolo with agents: They find installs, generate topology code.",[22,4751,4752],{},"Notable quotes:",[4754,4755,4756],"blockquote",{},[22,4757,4758],{},"\"Define my kind of app topology like not in YAML? That would be amazing.\" —Pierce on Aspire's appeal.\n\"Peak prompting actually looks like... Sloperator. Slop mention, baby.\" —On raw Copilot chats yielding AppHost code.\n\"Next is whatever you want it to be, man.\" —Defending Next.js flexibility amid roasts.\n\"Aligning emojis in a terminal... is a disaster.\" —On custom spacing logic.\n\"Look at the site I built... localhost:3000.\" —Meme tweet Aspire solves.",[4760,4761,4762],"style",{},"html pre.shiki code .szBVR, html code.shiki .szBVR{--shiki-default:#D73A49;--shiki-dark:#F97583}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sVt8B, html code.shiki .sVt8B{--shiki-default:#24292E;--shiki-dark:#E1E4E8}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":50,"searchDepth":51,"depth":51,"links":4764},[4765,4766,4767,4768],{"id":4511,"depth":51,"text":4512},{"id":4521,"depth":51,"text":4522},{"id":4669,"depth":51,"text":4670},{"id":4686,"depth":51,"text":4687},[58],{"content_references":4771,"triage":4785},[4772,4776,4779,4781],{"type":4773,"title":4774,"url":4775,"context":68},"tool","Aspire CLI","https:\u002F\u002Faspire.dev",{"type":4777,"title":4778,"context":68},"event","Aspire Conf",{"type":4777,"title":4780,"context":68},"Copilot Dev Days",{"type":4782,"title":4783,"url":4784,"context":68},"other","Spyfi.live Bingo","https:\u002F\u002Fspyfi.live",{"relevance":72,"novelty":71,"quality":72,"actionability":72,"composite":4786,"reasoning":4787},3.8,"Category: AI Automation. The article discusses a practical framework for deploying applications without YAML, addressing a specific pain point for developers overwhelmed by complex configurations. It provides actionable steps for integrating the Aspire CLI with a Next.js app, making it relevant for the target audience.","\u002Fsummaries\u002Faspire-code-defined-app-topology-for-easy-deployme-summary","2026-04-17 21:42:26","2026-04-20 16:45:07",{"title":4501,"description":50},{"loc":4788},"ecbcfa1e8bf7071a","Visual Studio Code","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=0s64lPsr6oM","summaries\u002Faspire-code-defined-app-topology-for-easy-deployme-summary",[4556,87,86,89],"Aspire orchestrates multi-stack apps via code (AppHost.ts), CLI, and dashboard; live demo deploys Next.js gardening site using Copilot, skipping YAML complexity.",[],"r_48cdF2zpAYp_lySY9yXyUf80yjJIpOHfAJicCKN8c",{"id":4802,"title":4803,"ai":4804,"body":4809,"categories":4944,"created_at":59,"date_modified":59,"description":50,"extension":60,"faq":59,"featured":61,"kicker_label":59,"meta":4945,"navigation":75,"path":4953,"published_at":4954,"question":59,"scraped_at":4955,"seo":4956,"sitemap":4957,"source_id":4958,"source_name":4959,"source_type":82,"source_url":4960,"stem":4961,"tags":4962,"thumbnail_url":59,"tldr":4964,"tweet":59,"unknown_tags":4965,"__hash__":4966},"summaries\u002Fsummaries\u002Fzo-s-20x-ai-retry-cut-via-vercel-ai-sdk-gateway-summary.md","Zo's 20x AI Retry Cut via Vercel AI SDK + Gateway",{"provider":7,"model":8,"input_tokens":4805,"output_tokens":4806,"processing_time_ms":4807,"cost_usd":4808},5867,1764,21723,0.0020329,{"type":14,"value":4810,"toc":4938},[4811,4815,4818,4821,4825,4828,4831,4835,4838,4928,4931,4935],[17,4812,4814],{"id":4813},"ditch-custom-adapters-for-unified-model-access","Ditch Custom Adapters for Unified Model Access",[22,4816,4817],{},"Building AI apps across providers like OpenAI, Anthropic, MiniMax, GLM, and Fireworks demands custom code for images, keys, and edge cases, plus manual retries, routing, and fallbacks. This drains small teams: new models (weekly releases) require hours of adapter code, testing, and deploys. Zo Computer, an 8-person personal AI cloud startup, hit 7.5% retry rates and 98% success pre-Vercel, causing tens of thousands of daily fallbacks that frustrated users texting agents like friends.",[22,4819,4820],{},"Vercel's AI SDK provides a single interface normalizing responses, image support, and formats across all providers. Add new models like MiniMax M2.7 via config string in under 1 minute—no code changes, no testing, no deploys. This frees engineers from 'death by a thousand adapters,' letting Zo support bring-your-own-key instantly.",[17,4822,4824],{"id":4823},"offload-infra-for-automatic-reliability","Offload Infra for Automatic Reliability",[22,4826,4827],{},"Manage retries, health monitoring, fallbacks, and uptime in code? It scales poorly. AI Gateway routes to healthy providers, auto-retries failures, and monitors in real-time at Vercel's edge, handling complexity outside your stack.",[22,4829,4830],{},"Zo integrated both layers seamlessly: reference models in code, Gateway does the rest. Result: average attempts per chat dropped to 1.00 (nearly all first-try successes). Handles 3.3x larger contexts (42,500 vs 12,700 input tokens) at lower errors. For consumer apps like Zo—managing businesses, research, finances via always-on agents—this ensures conversational responsiveness.",[17,4832,4834],{"id":4833},"ab-metrics-20x-retry-drop-38-p99-latency-win","A\u002FB Metrics: 20x Retry Drop, 38% P99 Latency Win",[22,4836,4837],{},"Zo A\u002FB tested Vercel vs legacy under production load:",[4839,4840,4841,4866],"table",{},[4842,4843,4844],"thead",{},[4845,4846,4847,4851,4854,4857,4860,4863],"tr",{},[4848,4849,4850],"th",{},"Period",[4848,4852,4853],{},"Route",[4848,4855,4856],{},"POST Error",[4848,4858,4859],{},"Chat Success",[4848,4861,4862],{},"Retry Rate",[4848,4864,4865],{},"Avg Attempts",[4867,4868,4869,4890,4909],"tbody",{},[4845,4870,4871,4875,4878,4881,4884,4887],{},[4872,4873,4874],"td",{},"Before",[4872,4876,4877],{},"Non-Vercel",[4872,4879,4880],{},"4.59%",[4872,4882,4883],{},"99.73%",[4872,4885,4886],{},"7.52%",[4872,4888,4889],{},"1.12",[4845,4891,4892,4895,4897,4900,4903,4906],{},[4872,4893,4894],{},"After",[4872,4896,4877],{},[4872,4898,4899],{},"10.38%",[4872,4901,4902],{},"97.86%",[4872,4904,4905],{},"17.07%",[4872,4907,4908],{},"1.29",[4845,4910,4911,4913,4916,4919,4922,4925],{},[4872,4912,4894],{},[4872,4914,4915],{},"Vercel",[4872,4917,4918],{},"0.45%",[4872,4920,4921],{},"99.93%",[4872,4923,4924],{},"0.34%",[4872,4926,4927],{},"1.00",[22,4929,4930],{},"Non-Vercel degraded while Vercel improved: retry rate 20x better (7.5%→0.34%). On top model MiniMax M2.5 (18k+ chats): avg latency -25.7%, P95 46s→34s (-25%), P99 131s→81s (-38%). P99 matters for constant texting—131s kills UX, 81s preserves it. 91.88% traffic shifted to Vercel.",[17,4932,4934],{"id":4933},"scale-tiny-teams-to-millions-of-users","Scale Tiny Teams to Millions of Users",[22,4936,4937],{},"Zo aims for 1M personal cloud users in 2026, millions of daily model calls. Pre-Vercel, model churn blocked product focus; now infrastructure 'just works,' hosting AI layer and marketing site. 2.5-year-old NYC team trusts Vercel for 100x traffic spikes, redirecting effort to onboarding non-technical users (e.g., Rob's mom running servers invisibly). Trade-off: rely on Vercel for AI plumbing, gain reliability without headcount.",{"title":50,"searchDepth":51,"depth":51,"links":4939},[4940,4941,4942,4943],{"id":4813,"depth":51,"text":4814},{"id":4823,"depth":51,"text":4824},{"id":4833,"depth":51,"text":4834},{"id":4933,"depth":51,"text":4934},[58],{"content_references":4946,"triage":4950},[4947],{"type":4773,"title":4948,"url":4949,"context":68},"Zo Computer","http:\u002F\u002Fzo.computer",{"relevance":70,"novelty":72,"quality":72,"actionability":70,"composite":4951,"reasoning":4952},4.55,"Category: AI Automation. The article provides a detailed case study on how Zo Computer improved AI reliability using Vercel's AI SDK and Gateway, addressing specific pain points like managing retries and routing. It offers actionable insights on integrating these tools to enhance performance, making it highly relevant for product builders looking to implement similar solutions.","\u002Fsummaries\u002Fzo-s-20x-ai-retry-cut-via-vercel-ai-sdk-gateway-summary","2026-04-17 04:00:00","2026-04-20 16:57:52",{"title":4803,"description":50},{"loc":4953},"00f5e0842294baed","Vercel Blog","https:\u002F\u002Fvercel.com\u002Fblog\u002Fhow-zo-computer-improved-ai-reliability-20x-on-vercel","summaries\u002Fzo-s-20x-ai-retry-cut-via-vercel-ai-sdk-gateway-summary",[89,86,88,4963],"devops-cloud","Vercel's AI SDK unified multi-provider adapters, while AI Gateway handled retries and routing, slashing Zo Computer's retry rate 20x from 7.5% to 0.34%, lifting chat success to 99.93%, and dropping P99 latency 38% from 131s to 81s.",[4963],"aAWI4ofchClNO2sR1zVFQEZXEvKme6giooaao1LljgI",{"id":4968,"title":4969,"ai":4970,"body":4975,"categories":5152,"created_at":59,"date_modified":59,"description":5153,"extension":60,"faq":59,"featured":61,"kicker_label":59,"meta":5154,"navigation":75,"path":5155,"published_at":5156,"question":59,"scraped_at":5157,"seo":5158,"sitemap":5159,"source_id":5160,"source_name":5161,"source_type":5162,"source_url":5163,"stem":5164,"tags":5165,"thumbnail_url":59,"tldr":5167,"tweet":59,"unknown_tags":5168,"__hash__":5169},"summaries\u002Fsummaries\u002Fself-host-archon-v3-on-hetzner-vps-with-docker-summary.md","Self-Host Archon v3 on Hetzner VPS with Docker",{"provider":7,"model":8,"input_tokens":4971,"output_tokens":4972,"processing_time_ms":4973,"cost_usd":4974},7846,1531,13348,0.0023122,{"type":14,"value":4976,"toc":5146},[4977,4981,5000,5010,5014,5021,5054,5069,5073,5084,5092,5107,5110,5114,5117,5139],[17,4978,4980],{"id":4979},"automate-vps-provisioning-for-one-click-archon-deployment","Automate VPS Provisioning for One-Click Archon Deployment",[22,4982,4983,4984,4987,4988,4991,4992,4995,4996,4999],{},"Hetzner VPS (CX11 at €2.50\u002Fmonth, pay-per-hour) handles Archon v3 basics: Caddy for HTTPS\u002FLet's Encrypt, Postgres DB, Docker stack. Create firewall opening ports 22 (SSH), 80 (HTTP), 443 (HTTPS). Use pre-built cloud-init.yaml from tasklist.smartcode.diy\u002Flist\u002Farchon-v3-cloud-setup—it runs apt upgrade, installs Docker\u002FCompose, clones Archon repo (github.com\u002Fcoleam00\u002FArchon), copies .env.example and Caddyfile.example, creates 'archon' user. Paste YAML into Hetzner server create dialog (Ubuntu 22.04, SSH keys, Nuremberg location). Server boots in minutes; monitor with ",[4537,4985,4986],{},"cloud-init status --long"," or ",[4537,4989,4990],{},"watch cloud-init status",". SSH as root (e.g., via MobaXterm with Pageant keys), ",[4537,4993,4994],{},"su - archon",", verify ",[4537,4997,4998],{},"\u002Fopt\u002Farchon"," exists. Trade-off: Basic setup, not production-hardened—add WAF (Hetzner), IP whitelisting, or VPN.",[22,5001,5002,5003,4987,5006,5009],{},"Point subdomain (e.g., archon.yourdomain.com) A record to VPS public IP. Verify propagation: ",[4537,5004,5005],{},"dig archon.yourdomain.com",[4537,5007,5008],{},"nslookup",". DNS resolves in seconds on United Domains.",[17,5011,5013],{"id":5012},"secure-env-with-tokens-and-domain-for-production-access","Secure .env with Tokens and Domain for Production Access",[22,5015,5016,5017,5020],{},"Edit ",[4537,5018,5019],{},"\u002Fopt\u002Farchon\u002F.env"," minimally:",[4705,5022,5023,5029,5039,5048],{},[4533,5024,5025,5028],{},[4537,5026,5027],{},"GLOBAL_AUTH=false"," (initially; enable later).",[4533,5030,5031,5034,5035,5038],{},[4537,5032,5033],{},"CLOUD_OAUTH_TOKEN",": Run ",[4537,5036,5037],{},"npx @11ty\u002Feleventy@latest --cloud-token"," on local machine.",[4533,5040,5041,4987,5044,5047],{},[4537,5042,5043],{},"GH_TOKEN",[4537,5045,5046],{},"GITHUB_TOKEN",": GitHub Settings > Developer Settings > Personal Access Tokens (Classic) > Generate new (repo scope, no expiration for testing).",[4533,5049,5050,5053],{},[4537,5051,5052],{},"DOMAIN=archon.yourdomain.com"," (line ~126).",[22,5055,5056,5057,5060,5061,5064,5065,5068],{},"Optional integrations (Telegram\u002FSlack): Rasmus's video covers. Start stack: ",[4537,5058,5059],{},"docker compose --profile db,cloud,auth up -d",". Check: ",[4537,5062,5063],{},"docker compose ps"," (all healthy), ",[4537,5066,5067],{},"curl https:\u002F\u002Farchon.yourdomain.com\u002Fhealth"," (returns OK), browser loads Web UI with auto-SSL. Exposes endpoints 24\u002F7.",[17,5070,5072],{"id":5071},"add-form-based-auth-and-lock-down-access","Add Form-Based Auth and Lock Down Access",[22,5074,5075,5076,5079,5080,5083],{},"Generate bcrypt hash: ",[4537,5077,5078],{},"htpasswd -bnBC 10 \"\" yourpass | tr -d ':\\n'"," (e.g., username 'archon', pass 'archon'). Hex secret: ",[4537,5081,5082],{},"openssl rand -hex 32",". Add to .env (line ~145):",[4552,5085,5090],{"className":5086,"code":5088,"language":5089},[5087],"language-text","AUTH_USER=archon\nAUTH_PASS=$2y$10$92ixRDXWuX[hash]\nAUTH_COOKIE_SECRET=yourhexsecret\n","text",[4537,5091,5088],{"__ignoreMap":50},[22,5093,5094,5095,5098,5099,5102,5103,5106],{},"Replace Caddyfile with tasklist version (uncomments form auth reverse_proxy). Restart: ",[4537,5096,5097],{},"docker compose --profile db,cloud,auth up -d --force-recreate auth"," (first-time) or ",[4537,5100,5101],{},"--force-recreate caddy"," later. Logs: ",[4537,5104,5105],{},"docker compose logs caddy",". Test incognito: Login screen blocks unauth access.",[22,5108,5109],{},"Extra security: Hetzner WAF + static IP\u002FVPN whitelist. Blocks public access effectively.",[17,5111,5113],{"id":5112},"update-restart-and-stop-without-downtime","Update, Restart, and Stop Without Downtime",[22,5115,5116],{},"Maintenance via archon user:",[4705,5118,5119,5126,5132],{},[4533,5120,5121,5122,5125],{},"Update: ",[4537,5123,5124],{},"git pull && docker compose --profile db,cloud,auth down && docker compose --profile db,cloud,auth up --build -d",".",[4533,5127,5128,5129,5125],{},"Restart: ",[4537,5130,5131],{},"docker compose --profile db,cloud,auth restart",[4533,5133,5134,5135,5138],{},"Stop: ",[4537,5136,5137],{},"docker compose --profile db,cloud,auth down"," (includes DB\u002FCaddy).",[22,5140,5141,5142,5145],{},"Cloud-init skips manual steps (Option B in tasklist). External DB (Supabase\u002FNeon): Set ",[4537,5143,5144],{},"DATABASE_URL"," in .env, omit 'db' profile. Full docs: archon.diy\u002Fbook. Scales for testing; monitor costs (delete VPS post-test saves €€€).",{"title":50,"searchDepth":51,"depth":51,"links":5147},[5148,5149,5150,5151],{"id":4979,"depth":51,"text":4980},{"id":5012,"depth":51,"text":5013},{"id":5071,"depth":51,"text":5072},{"id":5112,"depth":51,"text":5113},[58],"This video shows you how to install Archon v3 on your own server, making it accessible 24\u002F7 via a subdomain and its Web UI and other Endpoints. We'll walk through the process on a Hetzner VPS server, following a prepared Task List to ensure a straightforward setup for your server, which you can also use to follow the video. The goal is to get you up and running with Archon v3, covering all the essential steps for server management.\n\nHetzner Referral (Support the Channel): https:\u002F\u002Fhetzner.cloud\u002F?ref=nAOvh4nkSWmQ\nRasmus: https:\u002F\u002Fwww.youtube.com\u002F@UCbJSc2NyTZgz3Qu21kDId5Q \nCole: https:\u002F\u002Fwww.youtube.com\u002F@UCMwVTLZIRRUyyVrkjDpn4pA \n\n*Tasklist:* http:\u002F\u002Ftasklist.smartcode.diy\u002Flist\u002Farchon-v3-cloud-setup\n\n----\n🚀 Want to learn agentic coding with live daily events and workshops?\nCheck out Dynamous AI: https:\u002F\u002Fdynamous.ai\u002F?code=646a60\nGet 10% off here 👉 https:\u002F\u002Fshorturl.smartcode.diy\u002Fdynamous_ai_10_percent_discount\n----\n\nChapters\n0:00 Archon - How to set up Archon a a VPS Server?\n2:31 VPS Hetzner - Initial Server Configuration\n3:56 Cloud-Init Configuration for Server Start\n8:06 Domain Setup and DNS Records\n10:43 Configure .env (Environment Settings: Secrets, Tokens, ...)\n13:47 Github Access Token \n18:40 Form-Based Auth for Archon (Login)\n\nResources\n\n⭐ Archon on GitHub: https:\u002F\u002Fgithub.com\u002Fcoleam00\u002FArchon\n📖 The Archon Book: https:\u002F\u002Farchon.diy\u002Fbook\n🎓 Dynamous AI Community: https:\u002F\u002Fdynamous.ai\u002F?code=646a60\n💰 10% OFF Dynamous: https:\u002F\u002Fshorturl.smartcode.diy\u002Fdynamous_ai_10_percent_discount",{},"\u002Fsummaries\u002Fself-host-archon-v3-on-hetzner-vps-with-docker-summary","2026-04-09 03:00:05","2026-04-10 03:09:03",{"title":4969,"description":5153},{"loc":5155},"e5968758c24688f8","DIY Smart Code","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=5CYG0SrpW0Q","summaries\u002Fself-host-archon-v3-on-hetzner-vps-with-docker-summary",[87,86,89,5166],"docker","Provision Hetzner VPS, apply cloud-init YAML for auto-setup of Archon v3 with Caddy HTTPS reverse proxy, Postgres DB, then configure .env secrets and optional form auth for secure 24\u002F7 access via subdomain.",[5166],"JDDdYw5Dt36dKf4tHHweDfrAgfDtE8Mmn0OFaF9eEsQ",{"id":5171,"title":5172,"ai":5173,"body":5178,"categories":5384,"created_at":59,"date_modified":59,"description":50,"extension":60,"faq":59,"featured":61,"kicker_label":59,"meta":5385,"navigation":75,"path":5386,"published_at":5387,"question":59,"scraped_at":59,"seo":5388,"sitemap":5389,"source_id":5390,"source_name":5391,"source_type":82,"source_url":5392,"stem":5393,"tags":5394,"thumbnail_url":59,"tldr":5396,"tweet":59,"unknown_tags":5397,"__hash__":5398},"summaries\u002Fsummaries\u002Fcut-snowflake-cortex-code-costs-with-prompts-and-l-summary.md","Cut Snowflake Cortex Code Costs with Prompts and Limits",{"provider":7,"model":8,"input_tokens":5174,"output_tokens":5175,"processing_time_ms":5176,"cost_usd":5177},4776,1640,9737,0.0017527,{"type":14,"value":5179,"toc":5378},[5180,5184,5187,5190,5207,5210,5214,5217,5229,5232,5297,5300,5315,5318,5322,5325,5328,5343,5346,5361,5368,5372,5375],[17,5181,5183],{"id":5182},"craft-precise-prompts-to-slash-token-consumption","Craft Precise Prompts to Slash Token Consumption",[22,5185,5186],{},"Cortex Code (CoCo) bills by tokens from both input prompts and outputs, so vague prompts trigger extra tool calls and higher costs. Bad example: \"Help me with my data.\" Good: \"Create staging model for RAW.SALES.ORDERS with not_null on ORDER_ID.\"",[22,5188,5189],{},"Follow these practices to minimize tokens:",[4705,5191,5192,5195,5198,5201,5204],{},[4533,5193,5194],{},"Use full table names (e.g., RAW.SALES.ORDERS).",[4533,5196,5197],{},"Specify exact output format.",[4533,5199,5200],{},"Keep prompts concise.",[4533,5202,5203],{},"Include business logic upfront.",[4533,5205,5206],{},"Reference AGENTS.md for consistent agent behavior.",[22,5208,5209],{},"This approach directly cuts credits since CoCo is serverless and doesn't use warehouses.",[17,5211,5213],{"id":5212},"query-usage-history-and-set-proactive-alerts","Query Usage History and Set Proactive Alerts",[22,5215,5216],{},"Track daily credits, per-user usage, and request counts with these ACCOUNT_USAGE tables (data lags 45 mins to 2 hours):",[4705,5218,5219,5224],{},[4533,5220,5221],{},[4537,5222,5223],{},"SNOWFLAKE.ACCOUNT_USAGE.CORTEX_CODE_SNOWSIGHT_USAGE_HISTORY",[4533,5225,5226],{},[4537,5227,5228],{},"SNOWFLAKE.ACCOUNT_USAGE.CORTEX_CODE_CLI_USAGE_HISTORY",[22,5230,5231],{},"Example query for last 30 days:",[4552,5233,5237],{"className":5234,"code":5235,"language":5236,"meta":50,"style":50},"language-sql shiki shiki-themes github-light github-dark","SELECT\n  DATE(u.USAGE_TIME) AS usage_date,\n  us.NAME AS user_name,\n  ROUND(SUM(u.TOKEN_CREDITS), 4) AS daily_credits,\n  SUM(u.TOKENS) AS total_tokens,\n  COUNT(*) AS request_count\nFROM SNOWFLAKE.ACCOUNT_USAGE.CORTEX_CODE_SNOWSIGHT_USAGE_HISTORY u\nLEFT JOIN SNOWFLAKE.ACCOUNT_USAGE.USERS us ON u.USER_ID = us.USER_ID\nWHERE u.USAGE_TIME >= DATEADD('day', -30, CURRENT_TIMESTAMP())\nGROUP BY DATE(u.USAGE_TIME), us.NAME\nORDER BY usage_date DESC, daily_credits DESC;\n","sql",[4537,5238,5239,5244,5249,5254,5259,5264,5269,5274,5279,5285,5291],{"__ignoreMap":50},[4560,5240,5241],{"class":4562,"line":4563},[4560,5242,5243],{},"SELECT\n",[4560,5245,5246],{"class":4562,"line":51},[4560,5247,5248],{},"  DATE(u.USAGE_TIME) AS usage_date,\n",[4560,5250,5251],{"class":4562,"line":71},[4560,5252,5253],{},"  us.NAME AS user_name,\n",[4560,5255,5256],{"class":4562,"line":72},[4560,5257,5258],{},"  ROUND(SUM(u.TOKEN_CREDITS), 4) AS daily_credits,\n",[4560,5260,5261],{"class":4562,"line":70},[4560,5262,5263],{},"  SUM(u.TOKENS) AS total_tokens,\n",[4560,5265,5266],{"class":4562,"line":4626},[4560,5267,5268],{},"  COUNT(*) AS request_count\n",[4560,5270,5271],{"class":4562,"line":4632},[4560,5272,5273],{},"FROM SNOWFLAKE.ACCOUNT_USAGE.CORTEX_CODE_SNOWSIGHT_USAGE_HISTORY u\n",[4560,5275,5276],{"class":4562,"line":4638},[4560,5277,5278],{},"LEFT JOIN SNOWFLAKE.ACCOUNT_USAGE.USERS us ON u.USER_ID = us.USER_ID\n",[4560,5280,5282],{"class":4562,"line":5281},9,[4560,5283,5284],{},"WHERE u.USAGE_TIME >= DATEADD('day', -30, CURRENT_TIMESTAMP())\n",[4560,5286,5288],{"class":4562,"line":5287},10,[4560,5289,5290],{},"GROUP BY DATE(u.USAGE_TIME), us.NAME\n",[4560,5292,5294],{"class":4562,"line":5293},11,[4560,5295,5296],{},"ORDER BY usage_date DESC, daily_credits DESC;\n",[22,5298,5299],{},"For notifications:",[4705,5301,5302,5309],{},[4533,5303,5304,5305,5308],{},"Activate account budgets: ",[4537,5306,5307],{},"CALL SNOWFLAKE.LOCAL.ACCOUNT_ROOT_BUDGET!ACTIVATE();"," then set limits (e.g., 7 credits monthly) and emails.",[4533,5310,5311,5312,5125],{},"Build custom alerts, like firing if Snowsight exceeds 2 credits in 24 hours via CRON '* * * * * UTC', using ",[4537,5313,5314],{},"SYSTEM$SEND_EMAIL",[22,5316,5317],{},"Budgets alert but don't hard-stop usage.",[17,5319,5321],{"id":5320},"enforce-rolling-24-hour-credit-limits-per-user","Enforce Rolling 24-Hour Credit Limits Per User",[22,5323,5324],{},"Set daily estimated credit limits on a rolling 24-hour window—access blocks when hit until usage drops below:",[22,5326,5327],{},"Account-wide:",[4552,5329,5331],{"className":5234,"code":5330,"language":5236,"meta":50,"style":50},"ALTER ACCOUNT SET CORTEX_CODE_SNOWSIGHT_DAILY_EST_CREDIT_LIMIT_PER_USER = 5;\nALTER ACCOUNT SET CORTEX_CODE_CLI_DAILY_EST_CREDIT_LIMIT_PER_USER = 10;\n",[4537,5332,5333,5338],{"__ignoreMap":50},[4560,5334,5335],{"class":4562,"line":4563},[4560,5336,5337],{},"ALTER ACCOUNT SET CORTEX_CODE_SNOWSIGHT_DAILY_EST_CREDIT_LIMIT_PER_USER = 5;\n",[4560,5339,5340],{"class":4562,"line":51},[4560,5341,5342],{},"ALTER ACCOUNT SET CORTEX_CODE_CLI_DAILY_EST_CREDIT_LIMIT_PER_USER = 10;\n",[22,5344,5345],{},"Per-user overrides:",[4552,5347,5349],{"className":5234,"code":5348,"language":5236,"meta":50,"style":50},"ALTER USER power_user SET CORTEX_CODE_SNOWSIGHT_DAILY_EST_CREDIT_LIMIT_PER_USER = 20;\nALTER USER intern_user SET CORTEX_CODE_SNOWSIGHT_DAILY_EST_CREDIT_LIMIT_PER_USER = 0;\n",[4537,5350,5351,5356],{"__ignoreMap":50},[4560,5352,5353],{"class":4562,"line":4563},[4560,5354,5355],{},"ALTER USER power_user SET CORTEX_CODE_SNOWSIGHT_DAILY_EST_CREDIT_LIMIT_PER_USER = 20;\n",[4560,5357,5358],{"class":4562,"line":51},[4560,5359,5360],{},"ALTER USER intern_user SET CORTEX_CODE_SNOWSIGHT_DAILY_EST_CREDIT_LIMIT_PER_USER = 0;\n",[22,5362,5363,5364,5367],{},"Unset with ",[4537,5365,5366],{},"ALTER ACCOUNT UNSET ..."," or per user. This prevents runaway costs from heavy users.",[17,5369,5371],{"id":5370},"work-around-key-limitations","Work Around Key Limitations",[22,5373,5374],{},"CoCo lacks file uploads (use stages), external API calls (use external functions), background jobs, multi-session memory (use AGENTS.md), full large-context handling, and free tier support. These constraints avoid misuse but require planning to stay efficient without extra credits.",[4760,5376,5377],{},"html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":50,"searchDepth":51,"depth":51,"links":5379},[5380,5381,5382,5383],{"id":5182,"depth":51,"text":5183},{"id":5212,"depth":51,"text":5213},{"id":5320,"depth":51,"text":5321},{"id":5370,"depth":51,"text":5371},[58],{},"\u002Fsummaries\u002Fcut-snowflake-cortex-code-costs-with-prompts-and-l-summary","2026-04-08 21:21:18",{"title":5172,"description":50},{"loc":5386},"60d79e4bf9e7f868","Towards AI","https:\u002F\u002Funknown","summaries\u002Fcut-snowflake-cortex-code-costs-with-prompts-and-l-summary",[89,5395,87,86],"prompt-engineering","Precise prompts reduce token usage; monitor via ACCOUNT_USAGE tables, set alerts, and enforce per-user daily credit limits like 5 for Snowsight to prevent surprise bills.",[],"K4mwWAXotaxJkbSIlKQ2dhzH9-4pliO4Lkr9uneMcq8"]