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<div style="display: none; max-height: 0px; overflow: hidden;">Vertical AI takes the workflows of the best practitioners and codifies them into agentic systems that deliver capability, quality, and β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β </div>
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<h1><strong> TLDR Founders <span id="date">2026-11-02</span></strong></h1>
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<strong>Stop vibe coding. Start shipping. (Sponsor)</strong>
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Kiro turns your prompts into specs, designs, and tested code β not just prototypes. Spec-driven development means your AI-generated code actually makes it to production. <p></p><p>Early-stage to Series A startups: <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FEaqu2P/3/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/UOWd6Yo8dqkJt0l_EvGvOveD3R_9kYodW3GtBGFs3VU=452" rel="noopener noreferrer nofollow" target="_blank"><span>get up to 1 year of Kiro Pro+ free.</span></a></p>
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<div style="text-align: center;"><span style="font-size: 36px;">π</span></div>
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<h1><strong>Headlines & Trends</strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fposthog.com%2Fblog%2Fwhat-people-are-prompting%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/AnGECHZVNIQIE-zI1CQF0o_Mp0CAlmECejKkHmDbEgY=452">
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<strong>What people are prompting in PostHog AI (9 minute read)</strong>
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PostHog AI's usage trends show founders often prompt late hours, with a quarter of prompts after 6 PM, while marketers focus more on revenue queries. Tuesday sees the highest prompt volume, peaking at 11 AM. Users become more informal over time, with increased swearing and only a minority using polite language consistently. Prompts frequently relate to dashboards, session replay, and database queries, reflecting user roles' specific interests, such as engineering's focus on debugging and marketers' interest in web traffic analytics.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fashugarg.substack.com%2Fp%2Fthe-return-of-the-full-stack-app%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/wos_YNOtdo602rhq7We5QG9FgMyzRjHI3tZpTFcpn4g=452">
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<strong>The return of the full-stack app (7 minute read)</strong>
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Emerging AI app startups resemble infrastructure companies by training their own models and managing complex workflows, enhancing technical depth. Four key changes favor these startups: owning models, handling complex and costly agent operations, prioritizing security and governance, and building customer trust. Successful AI app companies focus on delivering outcomes, specialize in high-stakes verticals, integrate organization-wide workflows, and incorporate deep technical infrastructure.
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<div style="text-align: center;"><span style="font-size: 36px;">π§ </span></div>
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<h1><strong>Strategies & Tactics</strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.monaco.com%2Fblog%2Fprinciples-of-effective-vertical-ai%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/h_bMOes_rZwFb9mwWvUIe-zhkT_3ajyShQlysOnFFd0=452">
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<strong>Principles for Building Effective Vertical AI Products (7 minute read)</strong>
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Vertical AI takes the workflows of the best practitioners and codifies them into agentic systems that deliver capability, quality, and efficiency a third-party frontier model can't match. The challenge is finding workflows and translating them into products, context layers, agentic harnesses, data systems, and feedback loops. Seamless transition requires an organization and culture that brings world-class GTM and engineering to the same table every day. The organization's people need to speak a common language and rapidly build based on that shared vernacular and best practices.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Framp.com%2Fblog%2Fhow-to-give-ai-context%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/ZtuFsftpr-tgyyzhaXJlSqlI9x0zVgjZhjfklRJL_ds=452">
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<strong>How to give AI company context and build a company brain (8 minute read)</strong>
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Ramp recommends a one-to-two-page context document paired with live connectors to the tools where work happens, arguing AI gives confident but wrong answers because it cannot guess internal definitions, policies, and workflows. The guide compares five ways to supply context, from custom instructions to fine-tuning, and advises setting permissions first, testing with 10 to 20 known-answer questions, and assigning owners. Ramp says its most AI-forward staff kept personal setups few colleagues saw, which led to its Glass workspace.
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<div style="text-align: center;"><span style="font-size: 36px;">βοΈ</span></div></div>
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<h1><strong>Tools & Resources</strong></h1>
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<strong>β³ Starting soon: Accelerate your AI strategy with Akamai in SF (Sponsor)</strong>
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Master the infrastructure powering tomorrow's AI. Join us at Oracle Park for actionable insights on overcoming performance and scalability bottlenecks to hyper-scale your startup. Don't miss this free opportunity to network with top founders and experts in San Francisco.<p></p><p>π<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcvent.me%2Fa9YxqE%3Futm_source=Marketing%26utm_campaign=F-MC-71705%26utm_medium=TLDR/2/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/ZPHm1auAWJI0qo0tLUYhRVc-u6oAf5yfeANJSytn5Gk=452" rel="noopener noreferrer nofollow" target="_blank"><span> See speakers and sessions</span></a>
<br>ποΈ<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcvent.me%2Fa9YxqE%3Futm_source=Marketing%26utm_campaign=F-MC-71705%26utm_medium=TLDR/3/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/GUsTuTkPoQxJrE7ULVgf1MYk01C4O-yfvVm4gh8vlvc=452" rel="noopener noreferrer nofollow" target="_blank"><span> Secure your free spot</span></a>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fworkspaceupdates.googleblog.com%2F2026%2F10%2Fedit-entire-presentations-with-gemini-in-Google-Slides.html%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/eS3tPHmKSp4pEyZseDjrnbmgt25VINuYGw4pjSgDFaA=452">
<span>
<strong>Edit entire presentations with Gemini in Google Slides (2 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Gemini in Google Slides can now be used to edit multiple slides or an entire presentation with a single prompt. It can update content throughout a deck, refresh visual styles in bulk, or match the style of another presentation. The AI determines which slides need to change and applies edits directly. Users stay in full control and can make further adjustments. Gemini displays a summary of the changes in the side panel after it finishes editing.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.deel.com%2Fblog%2Fintroducing-deel-security%2F%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/ctRz7VKZLQgPYWHK4jy_mmAqCfv8T3sV0vq1PhATtsI=452">
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<strong>Introducing Deel Security: A New Way to Detect and Prevent Identity Fraud (3 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Deel Security connects key identity signals and flags risks before bad actors can gain access to a business. It assesses identity and looks for signs of fraud, bringing the findings together in one place. Teams are able to see how risks develop across the hiring process and spot patterns that individual checks might miss. It can spot fake applications, detect deepfakes and proxy candidates in live interviews, and verify government ID.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.cloudflare.com%2Fprivate-origins-public-to-private%3Futm_source=tldrfounders/1/010001a19c7a0b26-8deed721-dfc8-41ad-bd3b-fb178f4f07af-000000/wVY5MQ6FxFkNAhYHbRR-yoTBN6QEEvwqNUV0qKTh5Is=452">
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<strong>Cloudflare services for private origins is now generally available (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cloudflare services for private origins connects internal services to the Internet without exposing a public IP, opening a firewall port, or running cloudflared alongside the origin. It gives private applications the same protections and controls used for public applications. Argo Smart Routing and Dedicated CDN Egress IPs aren't supported, and origin health checks require Load Balancing.
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<div style="text-align: center;"><span style="font-size: 36px;">π</span></div></div>
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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