Notes from the studio on AI, software, automation and the web.https://turkotag.comen-gbhttps://turkotag.com/en/journal/choosing-an-ai-agent-developerhttps://turkotag.com/en/journal/choosing-an-ai-agent-developerTen questions for choosing a team to build an AI agent: measurement, data, hallucination, human approval, cost limits, model dependency and operation.Fri, 23 Oct 2026 00:00:00 GMTAIAI agentsChoosing a supplierProject managementhttps://turkotag.com/en/journal/how-to-build-a-multilingual-websitehttps://turkotag.com/en/journal/how-to-build-a-multilingual-websiteHow to build a multilingual website: adaptation versus translation, choosing a URL structure, hreflang tags, the language switcher and keeping content current.Fri, 23 Oct 2026 00:00:00 GMTWeb designMultilingual websiteshreflangTechnical SEOhttps://turkotag.com/en/journal/how-to-evaluate-an-ai-systemhttps://turkotag.com/en/journal/how-to-evaluate-an-ai-systemHow to evaluate an AI system: a test set built from real questions, criteria, human review, monitoring in production and written thresholds for go-live.Fri, 23 Oct 2026 00:00:00 GMTAIEvaluationTest setsQualityhttps://turkotag.com/en/journal/how-to-prepare-website-contenthttps://turkotag.com/en/journal/how-to-prepare-website-contentHow to prepare website content: each page's single question, who writes it, when it must be ready, photography and sign-off — with a page brief template.Fri, 23 Oct 2026 00:00:00 GMTWeb designContent planningBusiness websitesProject planninghttps://turkotag.com/en/journal/how-to-read-google-search-consolehttps://turkotag.com/en/journal/how-to-read-google-search-consoleHow to read Google Search Console: the Performance, Page indexing, Sitemaps and URL Inspection reports — what is normal, and when to worry.Fri, 23 Oct 2026 00:00:00 GMTSearch ConsoleTechnical SEOWebsite maintenanceIndexinghttps://turkotag.com/en/journal/how-to-start-an-ai-projecthttps://turkotag.com/en/journal/how-to-start-an-ai-projectStart an AI project with a narrow pilot: one task, a measurable success criterion, real data, human approval and a stopping rule written before you begin.Fri, 23 Oct 2026 00:00:00 GMTAIPilot projectsProject managementBusinesshttps://turkotag.com/en/journal/in-app-purchases-and-subscriptionshttps://turkotag.com/en/journal/in-app-purchases-and-subscriptionsIn-app purchases and subscriptions: App Store and Google Play rules, one-off purchase or subscription, commission, refunds and a note on tax.Fri, 23 Oct 2026 00:00:00 GMTMobile appsIn-app purchasesSubscriptionsApp StoreGoogle Playhttps://turkotag.com/en/journal/in-house-ai-assistant-and-kvkkhttps://turkotag.com/en/journal/in-house-ai-assistant-and-kvkkTurkey’s data protection authority’s 2025 generative AI guide on roles, legal basis, notice, transfers abroad and security in an in-house AI assistant.Fri, 23 Oct 2026 00:00:00 GMTAIKVKKData privacyIn-house assistanthttps://turkotag.com/en/journal/moving-from-excel-to-custom-softwarehttps://turkotag.com/en/journal/moving-from-excel-to-custom-softwareWhen should you move from Excel to custom software? Eight signs a spreadsheet has outgrown its job, the migration steps, and how to move and check your data.Fri, 23 Oct 2026 00:00:00 GMTCustom softwareExcelData migrationDecision guidehttps://turkotag.com/en/journal/multi-agent-single-agent-or-automationhttps://turkotag.com/en/journal/multi-agent-single-agent-or-automationA five-criterion table for choosing between conventional automation, a single AI agent and a multi-agent system: steps, input, information, risk, audit.Fri, 23 Oct 2026 00:00:00 GMTAIMulti-agent systemsAI agentsAutomationhttps://turkotag.com/en/journal/rewriting-a-culture-archive-from-sourceshttps://turkotag.com/en/journal/rewriting-a-culture-archive-from-sourcesWe rewrote our Corner archive from sources: 373 entries, about 172,000 words, 701 source links. How we weeded out fabricated dates, works and figures.Fri, 23 Oct 2026 00:00:00 GMTStudio noteContent strategyTechnical SEOWebsite maintenancehttps://turkotag.com/en/journal/tako-1-1-release-noteshttps://turkotag.com/en/journal/tako-1-1-release-notesTako 1.1 release notes: the Deep Ocean design, a half-minute setup, actionable notifications, new widgets, iCloud backup and a five-chapter year in review.Fri, 23 Oct 2026 00:00:00 GMTStudio noteMobile appsiOSProduct developmenthttps://turkotag.com/en/journal/telegram-bots-for-businesseshttps://turkotag.com/en/journal/telegram-bots-for-businessesTelegram bots for businesses: notification, team and customer bots, set-up steps, keeping the token secret, permissions, group privacy mode and message limits.Fri, 23 Oct 2026 00:00:00 GMTTelegram botsBot developmentNotificationsSecurityhttps://turkotag.com/en/journal/website-handover-acceptance-checklisthttps://turkotag.com/en/journal/website-handover-acceptance-checklistAcceptance testing a new website: a point-by-point checklist for content, speed, accessibility, redirects, forms, backups and account handover.Fri, 23 Oct 2026 00:00:00 GMTWeb designAcceptance testingChecklistBusiness websitehttps://turkotag.com/en/journal/website-legal-requirements-turkey-calendarhttps://turkotag.com/en/journal/website-legal-requirements-turkey-calendarLegal duties for websites in Türkiye in one table: the accessibility circular, KVKK cookie guide, health and lawyer advertising rules, e-commerce — with dates.Fri, 23 Oct 2026 00:00:00 GMTRegulationKVKKAccessibilityE-commerceWebsite maintenancehttps://turkotag.com/en/journal/what-determines-the-cost-of-an-ai-projecthttps://turkotag.com/en/journal/what-determines-the-cost-of-an-ai-projectScope, model usage, data preparation, integration, evaluation and maintenance set the cost of an AI project. Which items are one-off and which recur.Fri, 23 Oct 2026 00:00:00 GMTAICostProject managementhttps://turkotag.com/en/journal/what-is-an-api-integrationhttps://turkotag.com/en/journal/what-is-an-api-integrationWhat an API integration is and what it is for: example scenarios, API versus webhook, ways to integrate, security risks and eight questions to ask a vendor.Fri, 23 Oct 2026 00:00:00 GMTAPIIntegrationAutomationSecurityhttps://turkotag.com/en/journal/what-we-leave-out-of-a-prayer-apphttps://turkotag.com/en/journal/what-we-leave-out-of-a-prayer-appWhat we deliberately left out of Mümin 360: ads while reading the Qur'an, nagging notifications, unsourced religious text, comparison and dark patterns.Fri, 23 Oct 2026 00:00:00 GMTStudio noteMobile appsProduct developmentiOShttps://turkotag.com/en/journal/why-tako-has-no-accounthttps://turkotag.com/en/journal/why-tako-has-no-accountTako has no sign-up and no login: subscription data stays on the device. Why we made that call, what it gave us, and the price we pay for it.Fri, 23 Oct 2026 00:00:00 GMTStudio noteLocal-firstPrivacyMobile appshttps://turkotag.com/en/journal/why-the-app-store-rejects-appshttps://turkotag.com/en/journal/why-the-app-store-rejects-appsApp Store rejection reasons mapped to Apple's guideline numbers: incomplete builds, demo accounts, screenshots, privacy, account deletion and more.Fri, 23 Oct 2026 00:00:00 GMTApp StoreMobile appsiOSRelease processhttps://turkotag.com/en/journal/commissioning-a-website-step-by-stephttps://turkotag.com/en/journal/commissioning-a-website-step-by-stepCommissioning a website step by step: purpose, pages, content, domain, quotes, contract, design sign-off, launch and care — with a brief template.Sat, 10 Oct 2026 00:00:00 GMTWeb designProject planningBriefsBusiness websiteshttps://turkotag.com/en/journal/domain-hosting-and-business-emailhttps://turkotag.com/en/journal/domain-hosting-and-business-emailHow to choose a domain, hosting and business email, and whose name to register them in: extensions, hosting types, SSL, DNS, SPF/DKIM/DMARC and handover.Sat, 10 Oct 2026 00:00:00 GMTWeb designDomainsHostingBusiness emailDNShttps://turkotag.com/en/journal/landing-page-or-business-websitehttps://turkotag.com/en/journal/landing-page-or-business-websiteLanding page or business website? How they differ for ad campaigns and long-term search visibility: a comparison, measurement and common pitfalls.Sat, 10 Oct 2026 00:00:00 GMTWeb designLanding pagesBusiness websitesAdvertisingMeasurementhttps://turkotag.com/en/journal/why-is-my-website-slowhttps://turkotag.com/en/journal/why-is-my-website-slowA guide to website speed: Core Web Vitals thresholds, measuring with PageSpeed Insights and Search Console, common causes of slowness and how to fix them.Sat, 10 Oct 2026 00:00:00 GMTWebsite speedCore Web VitalsTechnical SEOWebsite maintenancehttps://turkotag.com/en/journal/architecture-practice-websiteshttps://turkotag.com/en/journal/architecture-practice-websitesHow to present a project on an architecture practice website: project data, context, approach, process images, materials, outcome — and fast pages.Fri, 09 Oct 2026 00:00:00 GMTWeb designArchitecture practice websiteArchitectural portfolioProject pagehttps://turkotag.com/en/journal/how-long-does-a-website-takehttps://turkotag.com/en/journal/how-long-does-a-website-takeHow long does a website take? How pages, content, sign-offs, special functions and languages set the timetable, plus five ways to avoid delay.Fri, 09 Oct 2026 00:00:00 GMTWeb designProject planningTimelinesBusiness websiteshttps://turkotag.com/en/journal/pages-every-business-website-needshttps://turkotag.com/en/journal/pages-every-business-website-needsThe pages every business website needs: home, about, services, team, case studies, FAQ, articles, contact, legal pages and a 404 — page by page.Fri, 09 Oct 2026 00:00:00 GMTWeb designBusiness websitesSite structureContent planninghttps://turkotag.com/en/journal/redesigning-a-website-without-losing-seohttps://turkotag.com/en/journal/redesigning-a-website-without-losing-seoHow to keep your Google rankings through a redesign: an address-mapping table, 301 redirects, content mapping, Search Console and monitoring after launch.Fri, 09 Oct 2026 00:00:00 GMTWeb designTechnical SEOSite migration301 redirectshttps://turkotag.com/en/journal/restaurant-website-or-qr-menuhttps://turkotag.com/en/journal/restaurant-website-or-qr-menuRestaurant website or QR menu? A comparison table, using both together, keeping the menu current, reservations and being found on Google.Fri, 09 Oct 2026 00:00:00 GMTWeb designRestaurant websiteQR menuReservationshttps://turkotag.com/en/journal/websites-for-housing-projectshttps://turkotag.com/en/journal/websites-for-housing-projectsWhat a housing development website needs: unit types, floor plans, location, construction progress, handover dates, sales-office visits and listings.Fri, 09 Oct 2026 00:00:00 GMTWeb designHousing developmentProperty and constructionProject pagehttps://turkotag.com/en/journal/chatgpt-integration-for-businesseshttps://turkotag.com/en/journal/chatgpt-integration-for-businessesChatGPT integration for businesses: strong at drafting, sorting and answering from documents; unreliable for sums and final decisions. A decision guide.Wed, 07 Oct 2026 00:00:00 GMTAIChatGPT integrationLarge language modelsBusinesshttps://turkotag.com/en/journal/choosing-a-software-companyhttps://turkotag.com/en/journal/choosing-a-software-companyHow to choose a software company: 10 questions on references, scope, source code, NDAs, maintenance and communication — and the warning signs to watch.Wed, 07 Oct 2026 00:00:00 GMTSoftware companiesCustom softwareDecision guideProposalshttps://turkotag.com/en/journal/commissioning-an-online-shophttps://turkotag.com/en/journal/commissioning-an-online-shopCommissioning an online shop? We compare ready-made platforms, custom builds and hybrids on payments, integrations, SEO and ownership.Wed, 07 Oct 2026 00:00:00 GMTE-commerceWeb designCustom softwareDecision guidehttps://turkotag.com/en/journal/crm-off-the-shelf-or-customhttps://turkotag.com/en/journal/crm-off-the-shelf-or-customChoosing CRM software: an off-the-shelf product or a custom CRM? A comparison on sales flow, integrations, data ownership and cost, with a checklist.Wed, 07 Oct 2026 00:00:00 GMTCRM softwareCustom softwareSalesDecision guidehttps://turkotag.com/en/journal/how-long-does-a-software-project-takehttps://turkotag.com/en/journal/how-long-does-a-software-project-takeHow long does a software project take? How scope, uncertainty, integrations, data migration and feedback speed shape it — and how to shorten it.Wed, 07 Oct 2026 00:00:00 GMTCustom softwareProject planningTimelineScopehttps://turkotag.com/en/journal/ios-or-androidhttps://turkotag.com/en/journal/ios-or-androidiOS, Android or both for your mobile app? A decision guide on audience, business model and maintenance, plus what a single codebase does and doesn't solve.Wed, 07 Oct 2026 00:00:00 GMTMobile appsiOSAndroidSingle codebasehttps://turkotag.com/en/journal/online-booking-systemshttps://turkotag.com/en/journal/online-booking-systemsHow to choose an online booking system: off-the-shelf tool or custom build, essential features, reminders, payments and personal data.Wed, 07 Oct 2026 00:00:00 GMTOnline booking systemCustom softwareClinicsAutomationhttps://turkotag.com/en/journal/what-determines-mobile-app-costhttps://turkotag.com/en/journal/what-determines-mobile-app-costWhat determines mobile app cost: scope, servers and accounts, integrations, platforms, languages and maintenance — plus a checklist before you ask.Wed, 07 Oct 2026 00:00:00 GMTMobile appsCostProposalsProduct developmenthttps://turkotag.com/en/journal/why-website-maintenance-mattershttps://turkotag.com/en/journal/why-website-maintenance-mattersWhy websites need maintenance: security updates, backups, speed, technical SEO and content checks — what monthly care covers and how to choose it.Wed, 07 Oct 2026 00:00:00 GMTWebsite maintenanceTechnical SEOSecurityMonthly carehttps://turkotag.com/en/journal/ai-hallucination-privacy-and-human-approvalhttps://turkotag.com/en/journal/ai-hallucination-privacy-and-human-approvalHow do you manage hallucination, data privacy and human approval in AI projects? Practical ways to write these risks into the design from the very first day.Tue, 06 Oct 2026 00:00:00 GMTAISecurityData privacyHallucinationhttps://turkotag.com/en/journal/app-store-review-processhttps://turkotag.com/en/journal/app-store-review-processPublishing on the App Store, step by step: developer account, TestFlight, how review works and the most common rejections — with a pre-submission checklist.Tue, 06 Oct 2026 00:00:00 GMTApp StoreMobile appsiOSRelease processhttps://turkotag.com/en/journal/automation-for-small-businesseshttps://turkotag.com/en/journal/automation-for-small-businessesWhere should a small business start with automation? From messages to invoices: eight processes to automate first, how to choose them and common mistakes.Tue, 06 Oct 2026 00:00:00 GMTBusiness automationSmall businessIntegrationProductivityhttps://turkotag.com/en/journal/before-commissioning-a-trading-bothttps://turkotag.com/en/journal/before-commissioning-a-trading-botBefore commissioning a trading bot: strategy, backtesting, risk limits, kill switch, API key security and monitoring. A technical guide — no profit promises.Tue, 06 Oct 2026 00:00:00 GMTTrading botsRisk managementBot developmenthttps://turkotag.com/en/journal/building-a-saas-product-from-mvphttps://turkotag.com/en/journal/building-a-saas-product-from-mvpBuilding a SaaS product: MVP scope, multi-tenant structure, subscriptions and reaching your first paying customer — the foundations to get right early.Tue, 06 Oct 2026 00:00:00 GMTSaaSMVPProduct developmentCustom softwarehttps://turkotag.com/en/journal/commissioning-a-mobile-apphttps://turkotag.com/en/journal/commissioning-a-mobile-appCommissioning a mobile app, step by step: scope, prototype, development, App Store and Google Play release, what shapes the timeline, and care after launch.Tue, 06 Oct 2026 00:00:00 GMTMobile appsiOSAndroidProduct developmenthttps://turkotag.com/en/journal/customer-service-chatbotshttps://turkotag.com/en/journal/customer-service-chatbotsWhen does a customer service chatbot save time, and when does it lose you customers? A simple decision test, what makes a good bot and how to start.Tue, 06 Oct 2026 00:00:00 GMTChatbotsCustomer serviceBot developmentAutomationhttps://turkotag.com/en/journal/how-to-read-a-software-proposalhttps://turkotag.com/en/journal/how-to-read-a-software-proposalHow to read a software proposal: scope, deliverables, source code handover, NDAs, maintenance and change requests — what to check before you sign.Tue, 06 Oct 2026 00:00:00 GMTSoftware proposalsSource codeNDAProject managementhttps://turkotag.com/en/journal/instagram-dm-automationhttps://turkotag.com/en/journal/instagram-dm-automationHow to set up Instagram DM automation safely: Meta's official API, the 24-hour rule, comment-to-DM flows, set-up steps and mistakes that risk your account.Tue, 06 Oct 2026 00:00:00 GMTInstagram APIDM automationAutomationSaleshttps://turkotag.com/en/journal/off-the-shelf-or-custom-softwarehttps://turkotag.com/en/journal/off-the-shelf-or-custom-softwareOff-the-shelf or custom software? Six questions on workflow, integrations, data, growth and total cost of ownership to help you make the right call.Tue, 06 Oct 2026 00:00:00 GMTCustom softwareOff-the-shelf softwareSaaSDecision guidehttps://turkotag.com/en/journal/technical-seo-checklisthttps://turkotag.com/en/journal/technical-seo-checklistA technical SEO checklist: crawling and indexing, redirects, titles, Core Web Vitals, structured data and internal links, checked step by step.Tue, 06 Oct 2026 00:00:00 GMTTechnical SEOCore Web VitalsStructured dataWebsite maintenancehttps://turkotag.com/en/journal/visibility-in-ai-search-geohttps://turkotag.com/en/journal/visibility-in-ai-search-geoHow to be visible in AI search such as ChatGPT, Gemini and Perplexity: GEO, quotable content, structured data, AI crawler permissions and llms.txt.Tue, 06 Oct 2026 00:00:00 GMTGEOAI searchSEOContent strategyhttps://turkotag.com/en/journal/websites-for-psychologists-and-doctorshttps://turkotag.com/en/journal/websites-for-psychologists-and-doctorsSeven elements that make a psychologist or doctor website trustworthy: calm design, specialism pages, ethical content, privacy, easy booking and findability.Tue, 06 Oct 2026 00:00:00 GMTWeb designPsychologist websiteHealthcareData protectionhttps://turkotag.com/en/journal/what-determines-the-cost-of-a-websitehttps://turkotag.com/en/journal/what-determines-the-cost-of-a-websiteWhat determines the cost of a website: scope, design, content, languages, special functions, technical quality and maintenance — plus a checklist for quotes.Tue, 06 Oct 2026 00:00:00 GMTWeb designWebsite costProposalshttps://turkotag.com/en/journal/what-is-a-local-first-apphttps://turkotag.com/en/journal/what-is-a-local-first-appWhat is a local-first app? How keeping data on the device first affects speed, privacy and sync — and which products it suits, with Tako as an example.Tue, 06 Oct 2026 00:00:00 GMTLocal-firstMobile appsPrivacyArchitecturehttps://turkotag.com/en/journal/what-is-a-multi-agent-ai-systemhttps://turkotag.com/en/journal/what-is-a-multi-agent-ai-systemWhat a multi-agent AI system is, how it differs from a single model and when you need one — explained through CAI, our ten-agent trading system.Tue, 06 Oct 2026 00:00:00 GMTAIMulti-agent systemsArchitecturehttps://turkotag.com/en/journal/what-is-an-ai-agenthttps://turkotag.com/en/journal/what-is-an-ai-agentWhat is an AI agent, and how does it differ from a chatbot? Where agents earn their place in a business, where their limits lie, and how to build one safely.Tue, 06 Oct 2026 00:00:00 GMTAIAI agentsBusinesshttps://turkotag.com/en/journal/what-is-mcp-model-context-protocolhttps://turkotag.com/en/journal/what-is-mcp-model-context-protocolWhat is MCP and what is it for? How the open protocol connects AI models to your company systems in a standard, safe way — its structure and real uses.Tue, 06 Oct 2026 00:00:00 GMTAIMCPIntegrationAI systemshttps://turkotag.com/en/journal/what-is-raghttps://turkotag.com/en/journal/what-is-ragWhat is RAG, and how does it work? The steps and pitfalls of building an AI assistant that answers from your company documents and shows its sources.Tue, 06 Oct 2026 00:00:00 GMTAIRAGIn-house assistanthttps://turkotag.com/en/journal/what-to-check-before-commissioning-a-business-websitehttps://turkotag.com/en/journal/what-to-check-before-commissioning-a-business-websiteCommissioning a business website? Twelve points to check before you sign: purpose, content, speed, technical SEO, accessibility, ownership and maintenance.Tue, 06 Oct 2026 00:00:00 GMTWeb designBusiness websiteTechnical SEOhttps://turkotag.com/en/journal/whatsapp-business-api-sales-automationhttps://turkotag.com/en/journal/whatsapp-business-api-sales-automationThe difference between the WhatsApp Business app and the API, set-up steps, template message rules and what to watch when automating your sales flow.Tue, 06 Oct 2026 00:00:00 GMTWhatsApp Business APIAutomationSaleshttps://turkotag.com/en/journal/wordpress-or-a-custom-built-websitehttps://turkotag.com/en/journal/wordpress-or-a-custom-built-websiteWordPress or a custom-built website? We compare both on speed, security, maintenance, content editing and ownership, and explain when each is the right call.Tue, 06 Oct 2026 00:00:00 GMTWeb designWordPressPerformanceTechnical SEO