{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Signals — tunbru",
  "home_page_url": "https://tunbru.com/blog/",
  "feed_url": "https://tunbru.com/feed.json",
  "description": "Short reads on AI agents, automation, and the managed agent OS.",
  "language": "en",
  "authors": [
    {
      "name": "tunbru",
      "url": "https://tunbru.com"
    }
  ],
  "items": [
    {
      "id": "https://tunbru.com/blog/company-automation-cheat-sheet.html",
      "url": "https://tunbru.com/blog/company-automation-cheat-sheet.html",
      "title": "Company automation cheat sheet — the whole series on one page",
      "summary": "A free one-page PDF: all 25 automations from the series as an org chart, your company split into sales and marketing, operations, accounting and finance, HR and IT, every part a square under its sector. Leave your email and it opens right away.",
      "content_text": "A free one-page PDF: all 25 automations from the series as an org chart, your company split into sales and marketing, operations, accounting and finance, HR and IT, every part a square under its sector. Leave your email and it opens right away.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-25.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-25.html",
      "title": "Automating your company, part 25 — company cockpit (ERP)",
      "summary": "Audio pill, series finale. Everything from the 25 parts in one minimal dashboard, the kind of software usually called ERP or CRM: one tile per automation, one approvals queue for every pending decision, and a daily loop that runs what is due.",
      "content_text": "Audio pill, series finale. Everything from the 25 parts in one minimal dashboard, the kind of software usually called ERP or CRM: one tile per automation, one approvals queue for every pending decision, and a daily loop that runs what is due.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-24.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-24.html",
      "title": "Automating your company, part 24 — reviews watch and reputation",
      "summary": "Audio pill. Reputation matters for people and for companies: Glassdoor and Trustpilot expose failures, and the average opinion about products often beats the specialist&rsquo;s. A review watch runs semantic analysis on what customers say, a barometer of whether they are happy or sad.",
      "content_text": "Audio pill. Reputation matters for people and for companies: Glassdoor and Trustpilot expose failures, and the average opinion about products often beats the specialist&rsquo;s. A review watch runs semantic analysis on what customers say, a barometer of whether they are happy or sad.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-23.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-23.html",
      "title": "Automating your company, part 23 — expenses and receipts",
      "summary": "A Receipts mini-app collects receipts from Drive and invoice emails, reads vendor, date, amount and VAT, sorts each into a bookkeeping category, flags duplicates and missing receipts, and exports the month to Sheets for your accountant.",
      "content_text": "A Receipts mini-app collects receipts from Drive and invoice emails, reads vendor, date, amount and VAT, sorts each into a bookkeeping category, flags duplicates and missing receipts, and exports the month to Sheets for your accountant.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-22.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-22.html",
      "title": "Automating your company, part 22 — software distribution & IT security",
      "summary": "Audio pill. The public sector moves slowly with outdated VMs and its own servers; startups could run software distribution entirely on agents. Software can be public or private, and with AI it is easy to run your own repository with validated deploys. Plus an IT Health board that flags outdated, offline or no-2FA devices.",
      "content_text": "Audio pill. The public sector moves slowly with outdated VMs and its own servers; startups could run software distribution entirely on agents. Software can be public or private, and with AI it is easy to run your own repository with validated deploys. Plus an IT Health board that flags outdated, offline or no-2FA devices.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-21.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-21.html",
      "title": "Automating your company, part 21 — compliance enforcement",
      "summary": "A Compliance Desk mini-app with two tabs: contracts read from Drive, with reminders 60 and 30 days before each notice deadline, and GDPR data requests answered by searching Gmail and Drive and preparing an export or deletion checklist that needs your yes.",
      "content_text": "A Compliance Desk mini-app with two tabs: contracts read from Drive, with reminders 60 and 30 days before each notice deadline, and GDPR data requests answered by searching Gmail and Drive and preparing an export or deletion checklist that needs your yes.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/agentic-behaviour-vs-control-boards.html",
      "url": "https://tunbru.com/blog/agentic-behaviour-vs-control-boards.html",
      "title": "Agentic behaviour vs control boards — on hybridization",
      "summary": "An audio opinion, three minutes: automate a process and keep a human in the loop with a control board, or delegate it entirely to an agent? Video did not kill radio for good, and one form does not have to kill the other; beware the cobra effect. The answer is hybridization: the series starts with control boards and gradually nudges towards delegating everything to agents.",
      "content_text": "An audio opinion, three minutes: automate a process and keep a human in the loop with a control board, or delegate it entirely to an agent? Video did not kill radio for good, and one form does not have to kill the other; beware the cobra effect. The answer is hybridization: the series starts with control boards and gradually nudges towards delegating everything to agents.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-20.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-20.html",
      "title": "Automating your company, part 20 — roster management",
      "summary": "Audio pill. Every company should have a good booking system: a mini-app turns staff availability and opening hours into next week&rsquo;s shift rota, flags gaps and anyone over 40 hours, and handles shift swaps with your yes or no.",
      "content_text": "Audio pill. Every company should have a good booking system: a mini-app turns staff availability and opening hours into next week&rsquo;s shift rota, flags gaps and anyone over 40 hours, and handles shift swaps with your yes or no.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-19.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-19.html",
      "title": "Automating your company, part 19 — leave and payroll",
      "summary": "Payroll is the symmetrical opposite of onboarding. A mini-app reads leave requests from Gmail, shows balances and clashes, asks yes or no on each one, and at month end builds a payroll-prep sheet ready for your accountant. No tax calculation.",
      "content_text": "Payroll is the symmetrical opposite of onboarding. A mini-app reads leave requests from Gmail, shows balances and clashes, asks yes or no on each one, and at month end builds a payroll-prep sheet ready for your accountant. No tax calculation.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-18.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-18.html",
      "title": "Automating your company, part 18 — onboarding IT access",
      "summary": "Onboarding IT access and badges should take 1 week; in practice it is 1 week and a half, realistically 2. Not having to rethink internally how and to what each role gets access removes a lot of initial friction.",
      "content_text": "Onboarding IT access and badges should take 1 week; in practice it is 1 week and a half, realistically 2. Not having to rethink internally how and to what each role gets access removes a lot of initial friction.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-17.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-17.html",
      "title": "Automating your company, part 17 — hiring process",
      "summary": "An agent screens the CVs: it reads them from Gmail, scores each candidate 1–5 against your scorecard, ranks the shortlist with reasons and drafts interview invites from your calendar. Nobody is rejected without your yes. Next: agents hiring agents, side by side with hiring people.",
      "content_text": "An agent screens the CVs: it reads them from Gmail, scores each candidate 1–5 against your scorecard, ranks the shortlist with reasons and drafts interview invites from your calendar. Nobody is rejected without your yes. Next: agents hiring agents, side by side with hiring people.",
      "date_published": "2026-10-10T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-16.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-16.html",
      "title": "Automating your company, part 16 — purchasing and stocks",
      "summary": "With a short audio note. Stock and purchases usually live in spreadsheets, and they only need two things: a good web scraper and a connector to Google Sheets. Stock levels can also come from the Shopify connector, and a missing connector can be requested with a ticket, usually live within a week.",
      "content_text": "With a short audio note. Stock and purchases usually live in spreadsheets, and they only need two things: a good web scraper and a connector to Google Sheets. Stock levels can also come from the Shopify connector, and a missing connector can be requested with a ticket, usually live within a week.",
      "date_published": "2026-10-09T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/why-not-stay-tuned.html",
      "url": "https://tunbru.com/blog/why-not-stay-tuned.html",
      "title": "Why not stay tuned? — what's next for Automating your company",
      "summary": "An audio opinion, three minutes: why stay tuned for the rest of Automating your company. At the end comes a downloadable roadmap with a diagram and a checklist CSV, so newcomers start on the right foot. More than 10 videos to go, aimed at small companies, and no promises that will not come true: every automation from the series will be rolled back and rebuilt one by one in a test environment, to prove the app works.",
      "content_text": "An audio opinion, three minutes: why stay tuned for the rest of Automating your company. At the end comes a downloadable roadmap with a diagram and a checklist CSV, so newcomers start on the right foot. More than 10 videos to go, aimed at small companies, and no promises that will not come true: every automation from the series will be rolled back and rebuilt one by one in a test environment, to prove the app works.",
      "date_published": "2026-10-09T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-15.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-15.html",
      "title": "Automating your company, part 15 — follow-ups engine",
      "summary": "Every stage of chasing a deal has its templated email and action. Instead of templates spread everywhere and forgotten follow-ups, one board knows where each person stands and sends the right email with a click.",
      "content_text": "Every stage of chasing a deal has its templated email and action. Instead of templates spread everywhere and forgotten follow-ups, one board knows where each person stands and sends the right email with a click.",
      "date_published": "2026-10-09T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-14.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-14.html",
      "title": "Automating your company, part 14 — key performance indicators (KPI)",
      "summary": "Instead of a separate tool like Kibana or Prometheus, build your own KPI metrics cards as mini-apps and connect them to everything. Two ways: an artifact with a backend served on our side, or a mini-app whose connector lets the agent do the work.",
      "content_text": "Instead of a separate tool like Kibana or Prometheus, build your own KPI metrics cards as mini-apps and connect them to everything. Two ways: an artifact with a backend served on our side, or a mini-app whose connector lets the agent do the work.",
      "date_published": "2026-10-09T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-13.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-13.html",
      "title": "Automating your company, part 13 — audio digital twin",
      "summary": "Two ways to make a digital twin of your voice: train your own AI voice model, or ask a free or premium service like ElevenLabs. A connector then turns any text into speech in your voice. The same works for video.",
      "content_text": "Two ways to make a digital twin of your voice: train your own AI voice model, or ask a free or premium service like ElevenLabs. A connector then turns any text into speech in your voice. The same works for video.",
      "date_published": "2026-10-09T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-12.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-12.html",
      "title": "Automating your company, part 12 — accounting closure (Ledger Desk)",
      "summary": "Month-end close as a mini-app: it reads invoice PDFs and the bank CSV, matches payments to invoices, shows what is paid and what is due, drafts polite reminders for overdue ones and totals the VAT. Nothing is sent without approval.",
      "content_text": "Month-end close as a mini-app: it reads invoice PDFs and the bank CSV, matches payments to invoices, shows what is paid and what is due, drafts polite reminders for overdue ones and totals the VAT. Nothing is sent without approval.",
      "date_published": "2026-10-09T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-11.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-11.html",
      "title": "Automating your company, part 11 — multi-inbox ticketing",
      "summary": "One prompt builds a help desk mini-app: support emails from several inboxes become tickets on a kanban board, each with an AI category, a P1–P3 priority and a suggested reply. Read-only access; nothing is sent until you click.",
      "content_text": "One prompt builds a help desk mini-app: support emails from several inboxes become tickets on a kanban board, each with an AI category, a P1–P3 priority and a suggested reply. Read-only access; nothing is sent until you click.",
      "date_published": "2026-10-08T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/yucky-ai-and-yummy-picnics.html",
      "url": "https://tunbru.com/blog/yucky-ai-and-yummy-picnics.html",
      "title": "Yucky A.I. and yummy pic-nics — on the backlash against AI",
      "summary": "An audio opinion, two minutes: for many people AI is an excess of fakeness and a field for yucky nerds. Used well, it frees a big part of the day, almost a new renaissance. And the answer to the fear of rogue AI is versioning: stay with tried and true models instead of the latest trend.",
      "content_text": "An audio opinion, two minutes: for many people AI is an excess of fakeness and a field for yucky nerds. Used well, it frees a big part of the day, almost a new renaissance. And the answer to the fear of rogue AI is versioning: stay with tried and true models instead of the latest trend.",
      "date_published": "2026-10-08T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-10.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-10.html",
      "title": "Automating your company, part 10 — competitor watch, hooks",
      "summary": "What companies pay Meltwater for, as an agent: check competitor pricing pages and changelogs, compare with the last run, flag only real changes, and write a brief with drafts for approval. Set up as a daily 09:00 loop rather than a hook.",
      "content_text": "What companies pay Meltwater for, as an agent: check competitor pricing pages and changelogs, compare with the last run, flag only real changes, and write a brief with drafts for approval. Set up as a daily 09:00 loop rather than a hook.",
      "date_published": "2026-10-08T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-9.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-9.html",
      "title": "Automating your company, part 9 — automated backups",
      "summary": "Three kinds of backup an agent can run for you: folder to folder, folder to cloud and back, and a delayed backup sent to your email, Google Takeout style. In the demo, one line backs up a video to Google Drive and returns the link.",
      "content_text": "Three kinds of backup an agent can run for you: folder to folder, folder to cloud and back, and a delayed backup sent to your email, Google Takeout style. In the demo, one line backs up a video to Google Drive and returns the link.",
      "date_published": "2026-10-08T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-8.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-8.html",
      "title": "Automating your company, part 8 — video editing for a YouTube channel",
      "summary": "Write a journal of how your edited videos differ from the raw ones, and anything that drops into the folder gets edited and published, with an optional blocker to validate first. Here: a raw cartoon, transcribed, subtitled, given small overlays and uploaded to YouTube after approval.",
      "content_text": "Write a journal of how your edited videos differ from the raw ones, and anything that drops into the folder gets edited and published, with an optional blocker to validate first. Here: a raw cartoon, transcribed, subtitled, given small overlays and uploaded to YouTube after approval.",
      "date_published": "2026-10-08T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-7.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-7.html",
      "title": "Automating your company, part 7 — yes/no approvals based on facts",
      "summary": "Predictive analysis and AI based on facts end up touching: to predict is to extrapolate the past. Here one prompt asks the Orchestrator to propose the next tasks from a brain's facts, each with its evidence and rule. Yes runs it as a draft, No skips it, Why? explains.",
      "content_text": "Predictive analysis and AI based on facts end up touching: to predict is to extrapolate the past. Here one prompt asks the Orchestrator to propose the next tasks from a brain's facts, each with its evidence and rule. Yes runs it as a draft, No skips it, Why? explains.",
      "date_published": "2026-10-07T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-6.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-6.html",
      "title": "Automating your company, part 6 — email inbox management",
      "summary": "Connect Gmail and the agent works the inbox for you: unsubscribe from newsletters, remove or move unwanted mail, download invoices and documents stuck in email, and get and organize leads. Each one can run as a daily loop.",
      "content_text": "Connect Gmail and the agent works the inbox for you: unsubscribe from newsletters, remove or move unwanted mail, download invoices and documents stuck in email, and get and organize leads. Each one can run as a daily loop.",
      "date_published": "2026-10-06T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/the-future-obsolete-automations.html",
      "url": "https://tunbru.com/blog/the-future-obsolete-automations.html",
      "title": "The future: roaming to obsolete automations — predictive AI",
      "summary": "An audio opinion, three minutes: predictive AI and the automations it will make obsolete.",
      "content_text": "An audio opinion, three minutes: predictive AI and the automations it will make obsolete.",
      "date_published": "2026-10-06T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-5.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-5.html",
      "title": "Automating your company, part 5 — content creation for the social media: X.com",
      "summary": "An agent writes and posts content to your company accounts, starting with X (Twitter). The X API is paid, so the service is provisioned for you and tells you when it stops, for example for lack of funds. Facebook, Instagram and the rest are being integrated. The first step of a series.",
      "content_text": "An agent writes and posts content to your company accounts, starting with X (Twitter). The X API is paid, so the service is provisioned for you and tells you when it stops, for example for lack of funds. Facebook, Instagram and the rest are being integrated. The first step of a series.",
      "date_published": "2026-10-06T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-4.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-4.html",
      "title": "Automating your company, part 4 — computer use: organizing and renaming files",
      "summary": "How to organize the files in your file system. With computer use on, one message asks the agent to read a folder of badly named downloads, screenshots and videos and rename each file to something clear and conventional. No loop here, but the task is an obvious fit for one.",
      "content_text": "How to organize the files in your file system. With computer use on, one message asks the agent to read a folder of badly named downloads, screenshots and videos and rename each file to something clear and conventional. No loop here, but the task is an obvious fit for one.",
      "date_published": "2026-10-05T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-3.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-3.html",
      "title": "Automating your company, part 3 — online voice receptionist",
      "summary": "People from the outside still reach companies through someone answering by hand. A voice agent embedded in an HTML page can do it instead: one note asks for a receptionist that reads real Google Calendar availability, and the agent builds and publishes it. A quick prototype of what is possible.",
      "content_text": "People from the outside still reach companies through someone answering by hand. A voice agent embedded in an HTML page can do it instead: one note asks for a receptionist that reads real Google Calendar availability, and the agent builds and publishes it. A quick prototype of what is possible.",
      "date_published": "2026-10-05T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automating-your-company-part-2.html",
      "url": "https://tunbru.com/blog/automating-your-company-part-2.html",
      "title": "Automating your company, part 2 — publishing pipeline",
      "summary": "Data from IoT devices, web scraping and the news is still turned into articles by hand. Connect the connectors, point an agent at the source, and it writes and publishes the content: here, an opinion article on today's top story, live on a Netlify link, then on a scheduled loop.",
      "content_text": "Data from IoT devices, web scraping and the news is still turned into articles by hand. Connect the connectors, point an agent at the source, and it writes and publishes the content: here, an opinion article on today's top story, live on a Netlify link, then on a scheduled loop.",
      "date_published": "2026-10-04T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/company-automation-part-1.html",
      "url": "https://tunbru.com/blog/company-automation-part-1.html",
      "title": "Company automation series, part 1 — prospecting clients w/ email",
      "summary": "One note becomes a sales pipeline. Connect Gmail, give the agent a brain and a written brief, and it finds a B2B lead, logs it in Apple Notes and emails the summary. Then the same task becomes a loop: one lead a day, every weekday at 09:00.",
      "content_text": "One note becomes a sales pipeline. Connect Gmail, give the agent a brain and a written brief, and it finds a B2B lead, logs it in Apple Notes and emails the summary. Then the same task becomes a loop: one lead a day, every weekday at 09:00.",
      "date_published": "2026-10-03T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/product-life-cycle.html",
      "url": "https://tunbru.com/blog/product-life-cycle.html",
      "title": "Product life cycle — where are we at?",
      "summary": "An audio signal, one minute: where the product stands in its life cycle, and what comes next.",
      "content_text": "An audio signal, one minute: where the product stands in its life cycle, and what comes next.",
      "date_published": "2026-10-02T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/tunbru-now-on-windows.html",
      "url": "https://tunbru.com/blog/tunbru-now-on-windows.html",
      "title": "Tunbru now on Windows — two ecosystems: Apple and Google / Windows",
      "summary": "The desktop app now runs on Windows too. That gives organisations two complete setups: Apple (macOS and iOS) and Google / Windows (Windows and Android), both managed from the same organisation dashboard.",
      "content_text": "The desktop app now runs on Windows too. That gives organisations two complete setups: Apple (macOS and iOS) and Google / Windows (Windows and Android), both managed from the same organisation dashboard.",
      "date_published": "2026-10-02T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/promotional-video.html",
      "url": "https://tunbru.com/blog/promotional-video.html",
      "title": "Promotional idea — one tap, and the team crosses over",
      "summary": "Every organisation keeps its tools behind private access. Build something with AI inside it and share it with your teammates in one tap. Few companies we know have solved this: AI work is still fragmented across chats, laptops and lost links.",
      "content_text": "Every organisation keeps its tools behind private access. Build something with AI inside it and share it with your teammates in one tap. Few companies we know have solved this: AI work is still fragmented across chats, laptops and lost links.",
      "date_published": "2026-09-29T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/frontier-model-demo.html",
      "url": "https://tunbru.com/blog/frontier-model-demo.html",
      "title": "Frontier model demo — flight simulator w/ Opus 5.5",
      "summary": "The agent, running on Opus 5.5, builds Viper, an F-16C class flight trainer with four mission modes, fly-by-wire G and AoA limiters, auto-GCAS, G-effects and a live HUD. It opens in its own window and flies straight away, from a free flight over the coast to a PULL UP warning on a low pass over the runway.",
      "content_text": "The agent, running on Opus 5.5, builds Viper, an F-16C class flight trainer with four mission modes, fly-by-wire G and AoA limiters, auto-GCAS, G-effects and a live HUD. It opens in its own window and flies straight away, from a free flight over the coast to a PULL UP warning on a low pass over the runway.",
      "date_published": "2026-09-29T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/team-sharing.html",
      "url": "https://tunbru.com/blog/team-sharing.html",
      "title": "Team Sharing — build it once, open it on every device on the team",
      "summary": "Two people, two devices. One is on the desktop, the other on a phone. Guest 1 has the agent build a game of Tic Tac Toe, creates a team, drags Guest 2 in and shares the game. On the phone, Guest 2 opens it under Shared with me and plays. You don't send a link or upload anything, and nobody has to swap accounts.",
      "content_text": "Two people, two devices. One is on the desktop, the other on a phone. Guest 1 has the agent build a game of Tic Tac Toe, creates a team, drags Guest 2 in and shares the game. On the phone, Guest 2 opens it under Shared with me and plays. You don't send a link or upload anything, and nobody has to swap accounts.",
      "date_published": "2026-09-28T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/browser-use-agentic-behaviour.html",
      "url": "https://tunbru.com/blog/browser-use-agentic-behaviour.html",
      "title": "Browser use and agentic behaviour — booking, shopping and leads",
      "summary": "Three tasks, each typed once, run in the browser by the Orchestrator with approvals switched off. It goes shopping for luxury pink soap and fills an eBay cart. It finds the cheapest round trip from Lisbon to Philadelphia on Kayak. It gathers about twenty combat sport gyms in Philadelphia from Google Maps. Three videos, one behaviour: do the legwork, leave the commitment — the money, the ticket, the first message — to you.",
      "content_text": "Three tasks, each typed once, run in the browser by the Orchestrator with approvals switched off. It goes shopping for luxury pink soap and fills an eBay cart. It finds the cheapest round trip from Lisbon to Philadelphia on Kayak. It gathers about twenty combat sport gyms in Philadelphia from Google Maps. Three videos, one behaviour: do the legwork, leave the commitment — the money, the ticket, the first message — to you.",
      "date_published": "2026-09-27T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/buy-your-own-key.html",
      "url": "https://tunbru.com/blog/buy-your-own-key.html",
      "title": "B.Y.O.K. — buy your own key, contracts and pricing ready",
      "summary": "The system provisions model keys at three layers. The key can come from tunbru, from the organisation, or from the individual using it. All three are possible — the interesting part is who answers for it when the invoice and the usage log land on someone's desk. If tunbru buys the key, we are reselling model capacity and every conversation about cost becomes a conversation with us. If each person buys their own, spend scatters and nobody can say what the company used last month. The organisation is where it settles: one key, bought from the provider you prefer, set up once in the software, with usage and limits managed at the level that already carries the responsibility. It also draws the cleanest line between the parties — their price, terms and outage are between you and the provider; ours is the software that runs the agents on top. This is a position, not a screenshot.",
      "content_text": "The system provisions model keys at three layers. The key can come from tunbru, from the organisation, or from the individual using it. All three are possible — the interesting part is who answers for it when the invoice and the usage log land on someone's desk. If tunbru buys the key, we are reselling model capacity and every conversation about cost becomes a conversation with us. If each person buys their own, spend scatters and nobody can say what the company used last month. The organisation is where it settles: one key, bought from the provider you prefer, set up once in the software, with usage and limits managed at the level that already carries the responsibility. It also draws the cleanest line between the parties — their price, terms and outage are between you and the provider; ours is the software that runs the agents on top. This is a position, not a screenshot.",
      "date_published": "2026-09-23T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/automate-your-entire-company-loops.html",
      "url": "https://tunbru.com/blog/automate-your-entire-company-loops.html",
      "title": "How to automate your entire company — loops are C.W.L.",
      "summary": "There are two ways to do this. One is to have an agent watch you and infer the pattern — learn the habits, guess the repetition. The other is to hand you the loop and let you say when. We chose the loop. Run an agent repeatedly — daily checks, reports, monitoring. Run something once — a single job that stops when it finishes. Or react to an event, a webhook watching an endpoint, the same way the web has always worked. Prototype the prompt in the chat, schedule it into a loop, and the system does the job repeatedly. The email that goes out every day at 7am is the case everybody names first. Past that we cannot predict you — but we can be ready to provision the exact tool the moment your need shows up. Chat, Workflow, Loop: C.W.L.",
      "content_text": "There are two ways to do this. One is to have an agent watch you and infer the pattern — learn the habits, guess the repetition. The other is to hand you the loop and let you say when. We chose the loop. Run an agent repeatedly — daily checks, reports, monitoring. Run something once — a single job that stops when it finishes. Or react to an event, a webhook watching an endpoint, the same way the web has always worked. Prototype the prompt in the chat, schedule it into a loop, and the system does the job repeatedly. The email that goes out every day at 7am is the case everybody names first. Past that we cannot predict you — but we can be ready to provision the exact tool the moment your need shows up. Chat, Workflow, Loop: C.W.L.",
      "date_published": "2026-09-23T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/operational-coaching.html",
      "url": "https://tunbru.com/blog/operational-coaching.html",
      "title": "Operational coaching — notes attached to the moment",
      "summary": "Most feedback arrives too late to be useful. You finish the run, someone reviews it days later, and the notes land on a version of you that no longer remembers the decision. Operational coaching inverts that: record the thing while you do it — a take, a passage, a rehearsal — and the review comes back attached to the moment it belongs to. Not a verdict at the end, but a note at 0:37, another at 1:02, each one clickable, each one dropping you back into the footage at the second it starts to matter. Three rules hold it up. Record the real thing, not a clean demo — the coaching is only ever as good as the mess you let it see. Keep the sections short and label them as you go, because a section you can name is a section you can fix. And sort by bucket, not by volume: nineteen notes is noise, three notes at your level is a practice session.",
      "content_text": "Most feedback arrives too late to be useful. You finish the run, someone reviews it days later, and the notes land on a version of you that no longer remembers the decision. Operational coaching inverts that: record the thing while you do it — a take, a passage, a rehearsal — and the review comes back attached to the moment it belongs to. Not a verdict at the end, but a note at 0:37, another at 1:02, each one clickable, each one dropping you back into the footage at the second it starts to matter. Three rules hold it up. Record the real thing, not a clean demo — the coaching is only ever as good as the mess you let it see. Keep the sections short and label them as you go, because a section you can name is a section you can fix. And sort by bucket, not by volume: nineteen notes is noise, three notes at your level is a practice session.",
      "date_published": "2026-09-22T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/multi-device-sync.html",
      "url": "https://tunbru.com/blog/multi-device-sync.html",
      "title": "Multi-device data synchronization — in pocket everywhere",
      "summary": "Two screens, one account. The desktop on the left, the phone on the right, and the phone's app grid already holding what the desktop made — nothing exported, attached, or re-opened. The space invaders card, tapped and played on the phone. Then the one that means something: fire-hydrants-lisboa, thirty-three hydrants mapped across the city, filtered by pillar, underground and other/unknown. Depending on the language model, and with the minimalist build optimised, a card like that takes about two minutes. Which is where the first responder comes in — prepare it at the desk before leaving, or ask for it from the phone with the desk hours away. Both paths end in the pocket, on the move, with no computer in reach. Almost no downtime in between.",
      "content_text": "Two screens, one account. The desktop on the left, the phone on the right, and the phone's app grid already holding what the desktop made — nothing exported, attached, or re-opened. The space invaders card, tapped and played on the phone. Then the one that means something: fire-hydrants-lisboa, thirty-three hydrants mapped across the city, filtered by pillar, underground and other/unknown. Depending on the language model, and with the minimalist build optimised, a card like that takes about two minutes. Which is where the first responder comes in — prepare it at the desk before leaving, or ask for it from the phone with the desk hours away. Both paths end in the pocket, on the move, with no computer in reach. Almost no downtime in between.",
      "date_published": "2026-09-22T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/building-with-an-agent.html",
      "url": "https://tunbru.com/blog/building-with-an-agent.html",
      "title": "Building with an agent — and the moment it asks permission",
      "summary": "Three clips, back to back. One sentence in — create an app to play space invaders — the build runs in front of you, and you open the card and play it: Neon Invaders, no project setup, no scaffold, no repository. Then a different kind of ask: read a note off this Mac and work on it. That is where the agent stops and asks — consult the apple-notes brain, connect to this Mac, screen, mouse and keyboard — one capability at a time, at the moment it is needed rather than buried in a settings page you agreed to once. Building is the demo everyone records. The permission is the part that decides whether this belongs near a company.",
      "content_text": "Three clips, back to back. One sentence in — create an app to play space invaders — the build runs in front of you, and you open the card and play it: Neon Invaders, no project setup, no scaffold, no repository. Then a different kind of ask: read a note off this Mac and work on it. That is where the agent stops and asks — consult the apple-notes brain, connect to this Mac, screen, mouse and keyboard — one capability at a time, at the moment it is needed rather than buried in a settings page you agreed to once. Building is the demo everyone records. The permission is the part that decides whether this belongs near a company.",
      "date_published": "2026-09-21T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/agent-swarms-council.html",
      "url": "https://tunbru.com/blog/agent-swarms-council.html",
      "title": "Agent Swarms / Council — several agents in a meeting",
      "summary": "Yesterday's hands-free demo and this one are both minor features — what they do is improve the quality of the experience. Hands-free removes the friction between the human and the interface. The swarm puts several agents in discussion so you get different answers and unblock ideas, and it is experimental: with different directives in the same room we do not yet know exactly what the advantage is. The main goal stays full company automation. The shape already exists in companies — the accountant gives financial advice, the director decisions, the manager processes and people, the employee the business pains. Specialise agents the same way and you automate the need for the meeting.",
      "content_text": "Yesterday's hands-free demo and this one are both minor features — what they do is improve the quality of the experience. Hands-free removes the friction between the human and the interface. The swarm puts several agents in discussion so you get different answers and unblock ideas, and it is experimental: with different directives in the same room we do not yet know exactly what the advantage is. The main goal stays full company automation. The shape already exists in companies — the accountant gives financial advice, the director decisions, the manager processes and people, the employee the business pains. Specialise agents the same way and you automate the need for the meeting.",
      "date_published": "2026-09-21T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/djinn-hands-free.html",
      "url": "https://tunbru.com/blog/djinn-hands-free.html",
      "title": "DJINN / J.A.R.V.I.S. — hands-free demo",
      "summary": "A homemade video, on purpose — the same simple demo a lot of people record for their Jarvis, and deliberately only a sneak peek. Two asks: the weather, then a live stream from anywhere in the world. Plus what the VPN tunnel buys you — one login across your devices, so a task started on the computer can be operated from the phone. That is not what the system is for; it is the hello world of what we are building.",
      "content_text": "A homemade video, on purpose — the same simple demo a lot of people record for their Jarvis, and deliberately only a sneak peek. Two asks: the weather, then a live stream from anywhere in the world. Plus what the VPN tunnel buys you — one login across your devices, so a task started on the computer can be operated from the phone. That is not what the system is for; it is the hello world of what we are building.",
      "date_published": "2026-09-20T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/major-use-cases.html",
      "url": "https://tunbru.com/blog/major-use-cases.html",
      "title": "Major use cases — the experiment",
      "summary": "86.7% two weeks ago, 99–100% today on the tracked set — measured in the runtime you actually use, after we caught our own benchmark flattering us. Then six major business jobs run as real errands: proofs of concept, not enterprise tools, each one-shot, with the connectors the agent worked out it needed offered inside the chat. The Notes-to-inbox errand where the email actually landed, shared services and delivery control as they came back, an Amazon cart filled in our own browser, on an allowlisted site — agents never roam the open web. And what the number does not prove — including whether we are still at the 20% we claimed.",
      "content_text": "86.7% two weeks ago, 99–100% today on the tracked set — measured in the runtime you actually use, after we caught our own benchmark flattering us. Then six major business jobs run as real errands: proofs of concept, not enterprise tools, each one-shot, with the connectors the agent worked out it needed offered inside the chat. The Notes-to-inbox errand where the email actually landed, shared services and delivery control as they came back, an Amazon cart filled in our own browser, on an allowlisted site — agents never roam the open web. And what the number does not prove — including whether we are still at the 20% we claimed.",
      "date_published": "2026-09-20T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/benchmark-company-automation.html",
      "url": "https://tunbru.com/blog/benchmark-company-automation.html",
      "title": "Benchmark — main objective: full company automation",
      "summary": "Where we honestly stand on the one number that matters: how much of an average company this system can automate. Typical deployments sit around 10%, we estimate 20%, and the best systems in the market are pointed at roughly 40%. The board with dates, starting points, market standards — and a big honest disclaimer about which of these numbers you should fully trust.",
      "content_text": "Where we honestly stand on the one number that matters: how much of an average company this system can automate. Typical deployments sit around 10%, we estimate 20%, and the best systems in the market are pointed at roughly 40%. The board with dates, starting points, market standards — and a big honest disclaimer about which of these numbers you should fully trust.",
      "date_published": "2026-09-06T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/enrollment-fast-and-slow.html",
      "url": "https://tunbru.com/blog/enrollment-fast-and-slow.html",
      "title": "Enrollment — fast & slow",
      "summary": "Two ways to put the app on your team's devices, both running on redemption codes. On our account you send a roster and are live in days — then it slows, because every new employee is a request to us and you never become independent. On your own account it is two weeks to set up, three at most, and fast forever after: mint any quantity of codes and distribute them internally, asking no one. MDM sits past both, and we don't sell it. What every subscriber gets is tunbru-org — add and remove your own users, send invite links. Identity, not devices.",
      "content_text": "Two ways to put the app on your team's devices, both running on redemption codes. On our account you send a roster and are live in days — then it slows, because every new employee is a request to us and you never become independent. On your own account it is two weeks to set up, three at most, and fast forever after: mint any quantity of codes and distribute them internally, asking no one. MDM sits past both, and we don't sell it. What every subscriber gets is tunbru-org — add and remove your own users, send invite links. Identity, not devices.",
      "date_published": "2026-08-10T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/support-channel-user-levels.html",
      "url": "https://tunbru.com/blog/support-channel-user-levels.html",
      "title": "Support channel & ticketing — user levels",
      "summary": "The queue on the ticket master side, and one place for both applications, iOS and macOS. Support runs until the customer is independent — guiding users from beginner to power user is in our interest. And three levels of user — not a ranking, a way to identify your own needs: beginners, who need mentoring; explorers, who open tickets and read around the subject; and power users, who get unstuck by teaching the rest. All levels are encouraged. There are no dumb questions.",
      "content_text": "The queue on the ticket master side, and one place for both applications, iOS and macOS. Support runs until the customer is independent — guiding users from beginner to power user is in our interest. And three levels of user — not a ranking, a way to identify your own needs: beginners, who need mentoring; explorers, who open tickets and read around the subject; and power users, who get unstuck by teaching the rest. All levels are encouraged. There are no dumb questions.",
      "date_published": "2026-08-03T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/onboarding-preparation.html",
      "url": "https://tunbru.com/blog/onboarding-preparation.html",
      "title": "Onboarding preparation — concluded two months ahead of schedule",
      "summary": "Every deadline was announced in advance and met as announced: Telegram on 15 June, the mobile app on 5 July. The full system was promised for 30 September — and from 1 August 2026 we are ready to onboard new organizations, two months early. What is left is contracts, not code. So here is the part you can prepare now: five steps on Apple Business — D-U-N-S, enrollment, organization details, enabling Custom Apps, accepting the Apps & Books agreement — plus the one identifier we need, the two ways to license the app to your team, and the four things that can still delay a custom app.",
      "content_text": "Every deadline was announced in advance and met as announced: Telegram on 15 June, the mobile app on 5 July. The full system was promised for 30 September — and from 1 August 2026 we are ready to onboard new organizations, two months early. What is left is contracts, not code. So here is the part you can prepare now: five steps on Apple Business — D-U-N-S, enrollment, organization details, enabling Custom Apps, accepting the Apps & Books agreement — plus the one identifier we need, the two ways to license the app to your team, and the four things that can still delay a custom app.",
      "date_published": "2026-07-31T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/voice-chat.html",
      "url": "https://tunbru.com/blog/voice-chat.html",
      "title": "Voice chat — idiom support",
      "summary": "Brainstorming with an agent, hands-free — you talk, and the chat keeps running in the background exactly as it was. The voices are screened for how they feel to listen to, with Apple's voices as the fallback that always works. Two screens, dark and light: listening, and showing you what it heard. At launch it speaks Norsk, British English and Português. More come for accessibility; which ones, and when, depends on the contracts. The dropdown becomes a page you can search.",
      "content_text": "Brainstorming with an agent, hands-free — you talk, and the chat keeps running in the background exactly as it was. The voices are screened for how they feel to listen to, with Apple's voices as the fallback that always works. Two screens, dark and light: listening, and showing you what it heard. At launch it speaks Norsk, British English and Português. More come for accessibility; which ones, and when, depends on the contracts. The dropdown becomes a page you can search.",
      "date_published": "2026-07-29T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/data-sync.html",
      "url": "https://tunbru.com/blog/data-sync.html",
      "title": "Data-sync — desktop & mobile",
      "summary": "The desktop is the complex one: teams of agents, workflows, server integrations — long-term work on a bigger screen. The mobile app is built for the moment: mini apps, more temporary by nature, less computational investment, useful out of all proportion to what they cost. Two things live in both — the artifacts and the chat history. Ask for an image on the phone and, if the administrator gave you a desktop device on the same email, it is already there. And objects work on a follow logic: choose what travels with you, and once followed it syncs bidirectionally, automatically.",
      "content_text": "The desktop is the complex one: teams of agents, workflows, server integrations — long-term work on a bigger screen. The mobile app is built for the moment: mini apps, more temporary by nature, less computational investment, useful out of all proportion to what they cost. Two things live in both — the artifacts and the chat history. Ask for an image on the phone and, if the administrator gave you a desktop device on the same email, it is already there. And objects work on a follow logic: choose what travels with you, and once followed it syncs bidirectionally, automatically.",
      "date_published": "2026-07-28T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/privacy.html",
      "url": "https://tunbru.com/blog/privacy.html",
      "title": "The privacy setting — owning our data is the reason we started",
      "summary": "Owning our data is the reason to start this business. What we built is control over the decision — not a safe corner of a leaky product. No video, image, or text leaves your environment except to the APIs you deliberately chose, and tunbru has no interest on the other side: we don't train on your work or sell what passes through. Not a decision made out of fear, but responsibility. The architecture takes any provider, so free open-source private models stay one switch away — whatever the big players decide next. And where they answer with automation, we bootstrap the beginning by hand: our interest is not scale, but longevity and satisfaction.",
      "content_text": "Owning our data is the reason to start this business. What we built is control over the decision — not a safe corner of a leaky product. No video, image, or text leaves your environment except to the APIs you deliberately chose, and tunbru has no interest on the other side: we don't train on your work or sell what passes through. Not a decision made out of fear, but responsibility. The architecture takes any provider, so free open-source private models stay one switch away — whatever the big players decide next. And where they answer with automation, we bootstrap the beginning by hand: our interest is not scale, but longevity and satisfaction.",
      "date_published": "2026-07-25T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/amplify-customers.html",
      "url": "https://tunbru.com/blog/amplify-customers.html",
      "title": "Our mission — amplify customers",
      "summary": "We amplify what a customer can already do. See far and see beyond; go fast and get boosted close to lightspeed; want power and get superpowers; want intelligence and meet giftedness. We can't tame how AGI absorbs intelligence, but we can crystallise workflows and responses fitted to a specific business — a working environment where what you build stays: solutions, reusable applications, recurring workflows, purpose-built integrations.",
      "content_text": "We amplify what a customer can already do. See far and see beyond; go fast and get boosted close to lightspeed; want power and get superpowers; want intelligence and meet giftedness. We can't tame how AGI absorbs intelligence, but we can crystallise workflows and responses fitted to a specific business — a working environment where what you build stays: solutions, reusable applications, recurring workflows, purpose-built integrations.",
      "date_published": "2026-07-24T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/talk-it-over.html",
      "url": "https://tunbru.com/blog/talk-it-over.html",
      "title": "Talk it over — the objects you make can now converse",
      "summary": "Among a bundle of new things in the mobile app, one stands out. The objects you build can hold a proper strategy talk — think it through together, not command and reply. Take it deeper or wider, more or better: vertical for quality, horizontal for variety. Your call, one conversation at a time.",
      "content_text": "Among a bundle of new things in the mobile app, one stands out. The objects you build can hold a proper strategy talk — think it through together, not command and reply. Take it deeper or wider, more or better: vertical for quality, horizontal for variety. Your call, one conversation at a time.",
      "date_published": "2026-07-22T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/almost-done.html",
      "url": "https://tunbru.com/blog/almost-done.html",
      "title": "99.9% — system is ready",
      "summary": "Almost nothing to read. Amber fire and blue ice spiral, clash, and a neon car is revealed. The system is ready; we are entering the beta stage.",
      "content_text": "Almost nothing to read. Amber fire and blue ice spiral, clash, and a neon car is revealed. The system is ready; we are entering the beta stage.",
      "date_published": "2026-07-12T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/agentic-framework.html",
      "url": "https://tunbru.com/blog/agentic-framework.html",
      "title": "Agentic framework — the sandwich model",
      "summary": "An opinion in one diagram. Three layers: a rented LLM at the floor (powerful, borrowed, controlled by no one), an agent operating system where the character actually lives, and Genie on top, where the goal is to remove the interface itself. The model is the basis of the intelligence, not the brain of the system.",
      "content_text": "An opinion in one diagram. Three layers: a rented LLM at the floor (powerful, borrowed, controlled by no one), an agent operating system where the character actually lives, and Genie on top, where the goal is to remove the interface itself. The model is the basis of the intelligence, not the brain of the system.",
      "date_published": "2026-07-12T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/os-mode.html",
      "url": "https://tunbru.com/blog/os-mode.html",
      "title": "OS mode — built-in and plug-in",
      "summary": "The system arrives prepared, like an operating system: time your work, keep notes across sessions, and ask the AI to build applications. Every app you request becomes a live card you can test without running a single server. The deliberate side of the desktop — Genie is the frictionless one.",
      "content_text": "The system arrives prepared, like an operating system: time your work, keep notes across sessions, and ask the AI to build applications. Every app you request becomes a live card you can test without running a single server. The deliberate side of the desktop — Genie is the frictionless one.",
      "date_published": "2026-07-11T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/genie-mode.html",
      "url": "https://tunbru.com/blog/genie-mode.html",
      "title": "Genie mode — a showcase",
      "summary": "Say a wish out loud — \"play a live stream from a city near me\" — and Genie builds you a live surveillance dashboard. Stack workspaces like a matrix, switch between regions, keep them in memory. The easy door; the full operating system is still underneath.",
      "content_text": "Say a wish out loud — \"play a live stream from a city near me\" — and Genie builds you a live surveillance dashboard. Stack workspaces like a matrix, switch between regions, keep them in memory. The easy door; the full operating system is still underneath.",
      "date_published": "2026-07-08T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/tunbru-desktop-specs-overview.html",
      "url": "https://tunbru.com/blog/tunbru-desktop-specs-overview.html",
      "title": "tunbru-desktop — specs overview",
      "summary": "A peephole look at the macOS app: Kanban project management, computer use, browser use, your choice of LLMs, artifacts as plug-ins, the genie, loops, memory optimization. A sneak peek — your workflow decides the rest.",
      "content_text": "A peephole look at the macOS app: Kanban project management, computer use, browser use, your choice of LLMs, artifacts as plug-ins, the genie, loops, memory optimization. A sneak peek — your workflow decides the rest.",
      "date_published": "2026-07-05T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/distribution-ahead-of-schedule.html",
      "url": "https://tunbru.com/blog/distribution-ahead-of-schedule.html",
      "title": "Ahead of schedule — the full distribution system is running",
      "summary": "A day before the 5th, we can already provision — in full, 90 days with renewals, on TestFlight and Firebase. Two routes blended into one system, and one dashboard managing access across macOS, iOS, Android, and Telegram channels.",
      "content_text": "A day before the 5th, we can already provision — in full, 90 days with renewals, on TestFlight and Firebase. Two routes blended into one system, and one dashboard managing access across macOS, iOS, Android, and Telegram channels.",
      "date_published": "2026-07-04T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/ios-app-in-distribution.html",
      "url": "https://tunbru.com/blog/ios-app-in-distribution.html",
      "title": "iOS app, in distribution — five panels, two goals, one tunnel",
      "summary": "The app is built and in private distribution — org-bound, not on the public App Store. Five panels plus a chat, pocket automations and mini apps, a private tunnel — then two real screens: a month of calendar, and a mini app made from it.",
      "content_text": "The app is built and in private distribution — org-bound, not on the public App Store. Five panels plus a chat, pocket automations and mini apps, a private tunnel — then two real screens: a month of calendar, and a mini app made from it.",
      "date_published": "2026-06-28T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/private-distribution.html",
      "url": "https://tunbru.com/blog/private-distribution.html",
      "title": "Private distribution — why the app is built for business",
      "summary": "An announcement: the app ships as a Custom App through Apple Business Manager — private, organisation-bound, B2B by design. Heading for the July 5th launch.",
      "content_text": "An announcement: the app ships as a Custom App through Apple Business Manager — private, organisation-bound, B2B by design. Heading for the July 5th launch.",
      "date_published": "2026-06-22T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/business-use-case.html",
      "url": "https://tunbru.com/blog/business-use-case.html",
      "title": "A business use case — plan, visual cue, how-to",
      "summary": "A first-line responder needs a plan, fast. Get it as a checklist, turn it into a visual cue, then a short how-to video. No login.",
      "content_text": "A first-line responder needs a plan, fast. Get it as a checklist, turn it into a visual cue, then a short how-to video. No login.",
      "date_published": "2026-06-21T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/telegram-benchmark.html",
      "url": "https://tunbru.com/blog/telegram-benchmark.html",
      "title": "Telegram benchmark — how fast it answers",
      "summary": "Text, image, video over Telegram. How fast, and proof of quality — the standard for output creation is five seconds.",
      "content_text": "Text, image, video over Telegram. How fast, and proof of quality — the standard for output creation is five seconds.",
      "date_published": "2026-06-19T09:00:00Z",
      "tags": [
        "material proof"
      ]
    },
    {
      "id": "https://tunbru.com/blog/launch-telegram-channel.html",
      "url": "https://tunbru.com/blog/launch-telegram-channel.html",
      "title": "Telegram launch — channels for teams of ten",
      "summary": "We're taking reservations. One private channel per business team of ten — no login, private setup, ask for customisation.",
      "content_text": "We're taking reservations. One private channel per business team of ten — no login, private setup, ask for customisation.",
      "date_published": "2026-06-15T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/business-outcomes.html",
      "url": "https://tunbru.com/blog/business-outcomes.html",
      "title": "Business outcomes — what each one actually gives you",
      "summary": "Telegram, mobile, and the agent OS to come — what each surface does for you, in plain terms.",
      "content_text": "Telegram, mobile, and the agent OS to come — what each surface does for you, in plain terms.",
      "date_published": "2026-06-13T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/the-state-of-trending-agents.html",
      "url": "https://tunbru.com/blog/the-state-of-trending-agents.html",
      "title": "The state of trending AI agents — what they actually do",
      "summary": "Autonomous, multi-modal, always-on — and what it takes to run one.",
      "content_text": "Autonomous, multi-modal, always-on — and what it takes to run one.",
      "date_published": "2026-06-09T09:00:00Z",
      "tags": [
        "opinion"
      ]
    },
    {
      "id": "https://tunbru.com/blog/managed-vs-self-hosted-ai-agents.html",
      "url": "https://tunbru.com/blog/managed-vs-self-hosted-ai-agents.html",
      "title": "Managed vs self-hosted: why outsource the hosting",
      "summary": "Run it yourself, or pay a company for the same access without the upkeep. How to choose.",
      "content_text": "Run it yourself, or pay a company for the same access without the upkeep. How to choose.",
      "date_published": "2026-06-09T09:00:00Z",
      "tags": [
        "opinion"
      ]
    }
  ]
}
