Email: Owning intelligence 🧠, Software’s centaur age 🐴, senior hiring rebounds 👨‍💻

Subject:
Owning intelligence 🧠, Software’s centaur age 🐴, senior hiring rebounds 👨‍💻
Received:
10/12/2026, 12:10:14 PM
From:
"TLDR Founders" <dan@tldrnewsletter.com>
To:
silk.theater.56@fwdnl.com
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&lt;div style="display: none; max-height: 0px; overflow: hidden;"&gt;Coinbase built an LLM risk agent onto Onramp&#039;s existing ML model and rules. Online A/B experiments showed a 30% reduction in fraudulent&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;&lt;/div&gt;































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&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fstripe.com%2Fin%2Ftreasury%3Futm_source=tldr%26utm_medium=thirdpartybuy%26utm_campaign=amer_events_enterprise_us_en_mlp_tof_csuite_awareness%26utm_content=enterprise_ungatedreport_tldr_phase1_image_x_static_header_make_business_money%26utm_term=2026-10-12%26utm_placement=mlp/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/WnD87wm6mF7f9QQcu6N9PWVI94AKffX4-4DxS5Gc6WE=452"&gt;&lt;img src="https://images.tldr.tech/stripe2.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Stripe"&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;


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&lt;h1&gt;&lt;strong&gt;&nbsp;TLDR Founders &lt;span id="date"&gt;2026-10-12&lt;/span&gt;&lt;/strong&gt;&lt;/h1&gt;
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                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fstripe.com%2Fin%2Ftreasury%3Futm_source=tldr%26utm_medium=thirdpartybuy%26utm_campaign=amer_events_enterprise_us_en_mlp_tof_csuite_awareness%26utm_content=enterprise_ungatedreport_tldr_phase1_image_x_static_header_make_business_money%26utm_term=2026-10-12%26utm_placement=mlp/2/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/RCCngpk5hpnP5pL_tUBtcIaMH7oUuh4V6S8xZCGIWDo=452"&gt;
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                                        &lt;strong&gt;Make business money move faster (Sponsor)&lt;/strong&gt;
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&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Your business moves quickly. Your money should, too. Stripe Treasury brings payments and financial tools together, helping you pay vendors, send payouts, issue cards, and manage cash flow with less complexity. Instead of stitching together separate systems, your team can manage more financial workflows on the platform you already use for payments. That means less time navigating disconnected tools and more time focused on your business.&lt;p&gt;&lt;/p&gt;&lt;p&gt;From everyday operations to your next stage of growth, Stripe Treasury gives you flexible infrastructure to move money faster, streamline how work gets done, and build financial operations that can adapt as you scale.&lt;/p&gt;&lt;p&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fstripe.com%2Fin%2Ftreasury%3Futm_source=tldr%26utm_medium=thirdpartybuy%26utm_campaign=amer_events_enterprise_us_en_mlp_tof_csuite_awareness%26utm_content=enterprise_ungatedreport_tldr_phase1_image_x_static_cta_stripe_treasury%26utm_term=2026-10-10%26utm_placement=mlp/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/gHucEKEOFGEspWNQo9EWfBSCfGcT6OXSa_npYTBR334=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;&lt;strong&gt;Explore Stripe Treasury&lt;/strong&gt;&lt;/span&gt;&lt;/a&gt;


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&lt;h1&gt;&lt;strong&gt;Headlines &amp; Trends&lt;/strong&gt;&lt;/h1&gt;
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                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.seangoedecke.com%2Fsoftwares-centaur-age-may-last-decades%2F%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/9ZprmdRbJmH80l_w9Kf9kdNlfw1DqcMlaXGNmD1AClI=452"&gt;
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                                        &lt;strong&gt;Software's centaur age may last decades (7 minute read)&lt;/strong&gt;
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&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Human engineers paired with AI coding systems are more effective than either by themselves. This fact is likely to remain true for the next decade or two. Software engineers have plenty of time to consider their next move. There's no need to panic and jump ship early when there's still time to live out an entire normal-length career.
                                &lt;/span&gt;
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                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.cnbc.com%2F2026%2F10%2F11%2Fai-software-developer-jobs.html%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/ZxD7p5mmWEQZddWnGjWu3nsA2wVX5XnNwcxCCFp2GA4=452"&gt;
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                                        &lt;strong&gt;The developer hiring rebound favors seniors (7 minute read)&lt;/strong&gt;
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&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    CNBC reports that software-development job postings rose even as overall US postings declined. Senior jobs supplied most of one measured increase, while employment among developers aged 22 to 25 remained under pressure. Founders should distinguish demand for experienced AI-capable builders from a broad recovery across the engineering talent market.
                                &lt;/span&gt;
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&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🧠&lt;/span&gt;&lt;/div&gt;
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&lt;h1&gt;&lt;strong&gt;Strategies &amp; Tactics&lt;/strong&gt;&lt;/h1&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.coinbase.com%2Fblog%2Fpart-one-how-coinbase-built-evaluated-and-post-trained-a-fraud-agent%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/Aov8lDaZWtB4I33370KGPClogyHvMiwRCtaSFL_SHg8=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Part 1/3 Owning Intelligence Series: How Coinbase Built, Evaluated, and Post-Trained a Fraud Agent (9 minute read)&lt;/strong&gt;
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&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Coinbase built an LLM risk agent onto Onramp's existing ML model and rules. Online A/B experiments showed a 30% reduction in fraudulent transactions and 22% less fraud value. Coinbase then post-trained Qwen3.5-9B on its proprietary Onramp fraud dataset. The resulting model outperformed Opus 4.5 on all fraud detection metrics while delivering 55% lower end-to-end online serving latency.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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                                    &lt;span&gt;
                                        &lt;strong&gt;“You didn't do it right” (6 minute read)&lt;/strong&gt;
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&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    When OKRs don't work, how many times are you supposed to try again? WP Engine gave them four attempts, including paid training and coaching, and kept hearing that it wasn't doing them properly. What eventually worked was much smaller. One team picked a metric it cared about, set a loose goal, and followed it for a quarter before adding anything else. The metric also had to measure something the team could actually control, so people weren't being judged on a number their own work couldn't fix.
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                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgtm.stage2.capital%2Fp%2Fyour-churn-problem-started-in-the%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/1cBm_UAvgdtyK_f1JmMlyRtpmp31nYS81h6wEpM2WBw=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Your Churn Problem Started in the Comp Plan (4 minute read)&lt;/strong&gt;
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&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Your reps are hitting their targets, but a year later the customers are gone. One founder in this piece lost 30% of the previous year's new customers and wanted to know what was wrong. The answer starts with what reps get paid to sell. In a separate Airtable example, a birthday-calendar user counted as much toward the new-logo target as a team running a critical workflow. Airtable began scoring prospects against its best customers, giving reps smaller account lists and paying more for customers with room to grow.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
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&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;⚒️&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
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&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Tools &amp; Resources&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdelos.so%2F%3Futm_campaign=Secondary10102026%26utm_source=tldrfounders%26utm_medium=newsletter/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/I-4NO1wdE5vFP5GOl_xSMach2xh0uNLdCzIHA7GA6Ks=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Your next 15 hires don't need equity (Sponsor)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Hiring takes months. Delos AI workers take five minutes. Pick from 15 profiles across marketing, dev, design, HR and finance, connect Slack or Teams plus 3,000+ tools, and they run tasks end to end. 10,000+ already deployed.&lt;p&gt;&lt;/p&gt;&lt;p&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdelos.so%2F%3Futm_campaign=Secondary10102026%26utm_source=tldrfounders%26utm_medium=newsletter/2/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/oNE6lUfGKoszCDvPL82u6mji-61za1IEHyt1fLbPJdo=452" rel="noopener noreferrer nofollow" target="_blank"&gt;&lt;span&gt;Hire your first AI worker now →&lt;/span&gt;&lt;/a&gt;


&lt;/p&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.testingcatalog.com%2Fclaude-launches-dashboards-and-motion-in-beta%2F%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/TQ9h36tARyEdDeHHihHg-lXiB42Q_spx6xGxWP0vDag=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Claude launches Dashboards and Motion in beta (2 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Claude Dashboards and Claude Motion are now in beta. Claude Dashboards connects to data platforms, allowing Claude to build dashboards that update as the underlying data changes. Claude Motion converts reports, charts, and product walkthroughs into short animated explainers. Claude's broader artifact suite now supports team editing, admin-controlled external sharing, PowerPoint and PDF exports that retain formatting, editable Google Slides exports, and mobile editing.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
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&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.copilotkit.ai%2Fblog%2Fintroducing-open-intelligent-ui%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/mdF0A1lAq9fcWy8PoYls_K5ysW_YI1bD6-paHcuC6d8=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Introducing Open Intelligent UI: the Open-Source Alternative to ChatGPT's Intelligent UI (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Open Intelligent UI answers prompts with charts, maps, and working tools, and can create interfaces on demand. Interfaces can be downloaded as a standalone HTML file. Open Intelligent UI is compatible with any model and works with existing components. It runs generated code in an isolated iframe, and it can only load libraries from an approved list of CDNs.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;


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&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🎁&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
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&lt;div style="text-align: center;"&gt;&lt;strong&gt;&lt;h1&gt;Miscellaneous&lt;/h1&gt;&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FxpYT60/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/agE3EqBWKT36Vr3mGuyWG0SkXmOAvJGwNleDwif8LXk=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Models as Insider Risks in the Super Intelligence Era (7 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    We need to separate the supply of intelligence from the authority over it. This means surrounding non-deterministic models with strong, deterministic system design, human controls, and reliable operating procedures, and establishing industry standards where existing ones are insufficient. Any sufficiently capable actor with access to important systems can make mistakes or be compromised. The architecture of containment and control must account for that.
                                &lt;/span&gt;
&lt;/span&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FhMQycT/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/xBXCXr4PAzqsmu9loxfnJicnIAATaEXMF35-obcKjmM=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;How China's Venture Ecosystem Works (8 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    China's venture ecosystem pushes startups toward early IPOs through investor repayment clauses and a weak acquisition market. Government-backed funds, domestic USD investors, financial advisors, and relationship networks shape fundraising, while industrial policy directs capital toward strategic sectors.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
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&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;⚡&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
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&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Quick Links&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcloudedjudgement.substack.com%2Fp%2Fclouded-judgement-10926-cache-is%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/DLURyQ9HFlfw6rvfag_ma6WzFFqlE5YzVKp_gtLeYK4=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Clouded Judgement 10.9.26 - Cache Is the New Egress (9 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Egress matters because it created real switching costs - cache is similar in that swapping out models mid-session means building that cache over again.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNSMFWQ/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/yTUdA4fY3huBNAoIFSwevXZqV62sRxdp1dgerl4y4J0=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;I think you can easily install Postiz open-source with LLMs. (1 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Postiz's founder argues that making self-hosting difficult loses users who create tutorials and spread the product, while frustrated users who pay instead are unlikely to stay.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FF7rVOq/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/xFMfx55Hm7lNbybk5bGmxY92NoMqZYbLUEQ-NiyVwe8=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;How to go from 0-100M views/month (16 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    This is a tactical guide on how to scale a company from zero to 100 million organic views per month.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fyusufaytas.com%2Fthe-double-counted-future%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/aIiLB3mndTSCEUCF9rqnBLUFzZVtdHnNm3AchPjA9xY=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;The Double-Counted Future (6 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Everyone wants to operate with fewer employees because their collective can be much higher due to productivity gains from AI.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.figma.com%2Fblog%2F4-team-rituals-that-drive-ai-adoption%2F%3Futm_source=tldrfounders/1/010001a1300544cc-fbbd4eb2-84f5-4158-bb90-11e4c8f6c22f-000000/Gm3iQ1SDAC6MezQ9Etbwr6oqakSPq33DPFxOu9C1f98=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;4 team rituals that drive AI adoption (11 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Teams need to create forums centered on peer support where both beginners and skilled practitioners can learn, practice, and refine AI skills in a low-pressure environment to foster team-wide adoption.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

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