<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://www.peterblanco.com/feed.xml" rel="self" type="application/atom+xml" /><link href="https://www.peterblanco.com/" rel="alternate" type="text/html" /><updated>2026-06-05T11:12:11-04:00</updated><id>https://www.peterblanco.com/feed.xml</id><title type="html">Peter Blanco</title><subtitle>Product manager focused on AI, data, and workflow products. Writing about tech, travel, and product management.</subtitle><author><name>Peter Blanco</name></author><entry><title type="html">Why I Shut Down Trailway</title><link href="https://www.peterblanco.com/startup/why-i-shut-down-trailway/" rel="alternate" type="text/html" title="Why I Shut Down Trailway" /><published>2026-02-05T11:00:00-05:00</published><updated>2026-02-05T11:00:00-05:00</updated><id>https://www.peterblanco.com/startup/why-i-shut-down-trailway</id><content type="html" xml:base="https://www.peterblanco.com/startup/why-i-shut-down-trailway/"><![CDATA[<p>I started Trailway to solve a pain I’d felt as a Product Manager: <strong>spending about 20% of my time testing features before release</strong>. I believed automation could reduce PM workload and accelerate shipping.</p>

<p>I pitched this idea to Antler in NYC and was accepted into their Fall 2025 cohort to validate the thesis.</p>

<p>Over the course of building and testing Trailway, I learned four hard truths:</p>

<ol>
  <li><strong>The pain is real but not urgent:</strong>
    <ul>
      <li>PMs feel the pain, but it’s not urgent. Most saw hiring more PMs or adding QA as a future solution.</li>
      <li>Engineers feel almost no pain because PMs or QA handle it.</li>
      <li>QA teams see new feature testing as baseline work, not a top priority.</li>
    </ul>
  </li>
  <li><strong>There was no clear owner:</strong>
    <ul>
      <li>In PM/Eng-only teams, ownership of pre-release testing is ambiguous. Sometimes engineers thoroughly test new features, making it easy for the PM to approve the release. More often PMs delegate testing to Engineering and when that fails, they take on testing by default.</li>
      <li>When QA teams exist, they own execution. But depending on their experience with the platform, PMs shadow-own by double-checking the work.</li>
    </ul>
  </li>
  <li><strong>No clear budget or power to bring on a new tool:</strong>
    <ul>
      <li>QA lacks budget and influence to bring in new tools.</li>
      <li>PMs hesitate to formalize responsibility by bringing in new QA tools.</li>
      <li>Engineers have higher priority work to do.</li>
    </ul>
  </li>
  <li><strong>The solution is messy and context-dependent:</strong>
    <ul>
      <li>Every company’s SDLC process was different, making a one-size-fits-all solution difficult.</li>
      <li>General prototypes weren’t attracting early adopters.</li>
    </ul>
  </li>
</ol>

<p>In summary, new feature release testing stayed broken because the pain was uneven and non-urgent, ownership was ambiguous, decision-makers lacked budget or incentive to adopt tools, and the underlying workflows varied too much for a simple, compelling solution.</p>

<p>Without a co-founder to share the load and challenge these learnings, the constant friction slowly wore down my conviction and made it hard to keep going.</p>

<p>As I learned more about the complexity of the QA market, I chose not to pivot, since it pulled me further away from my original goal of helping product managers. For more insight into the QA market landscape, read my post: <a href="../quiet-crisis-in-qa-more-code-same-old-problems/">The Quiet Crisis in QA</a>.</p>

<p>I’m grateful for the chance to explore a problem I care about. Thank you to everyone in the Antler program, the people who took meetings with me for research and advising, and my friends and family who were my sounding board throughout.</p>

<p>This post is meant as a high-level overview. For deeper questions, feel free to contact me—details are on the <a href="/">home page</a>.</p>

<hr />

<p><img src="/assets/images/trailway/antler-kickoff.jpg" alt="Kicking off Trailway at Antler" width="60%" />
<img src="/assets/images/trailway/trailway-landing.png" alt="Trailway landing page screenshot" width="80%" />
<img src="/assets/images/trailway/trailway-chrome.png" alt="Trailway Chrome extension screenshot" width="80%" /></p>
<div align="center">
<blockquote class="twitter-tweet"><p lang="en" dir="ltr">I wish I had this mental map when I started the <a href="https://twitter.com/AntlerGlobal?ref_src=twsrc%5Etfw">@AntlerGlobal</a> accelerator NYC. It&#39;s easy to fall into the slog zone without realizing it. <a href="https://t.co/PH1pYKbFIC">pic.twitter.com/PH1pYKbFIC</a></p>&mdash; Peter Blanco (@BlancoTech) <a href="https://twitter.com/BlancoTech/status/1998763442304594337?ref_src=twsrc%5Etfw">December 10, 2025</a></blockquote> <script async="" src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
</div>]]></content><author><name>Peter Blanco</name></author><category term="startup" /><summary type="html"><![CDATA[I started Trailway to solve a pain I’d felt as a Product Manager: spending about 20% of my time testing features before release. I believed automation could reduce PM workload and accelerate shipping.]]></summary></entry><entry><title type="html">The Quiet Crisis in QA: More Code, Same Old Problems</title><link href="https://www.peterblanco.com/startup/quiet-crisis-in-qa-more-code-same-old-problems/" rel="alternate" type="text/html" title="The Quiet Crisis in QA: More Code, Same Old Problems" /><published>2025-11-18T11:00:00-05:00</published><updated>2025-11-18T11:00:00-05:00</updated><id>https://www.peterblanco.com/startup/quiet-crisis-in-qa-more-code-same-old-problems</id><content type="html" xml:base="https://www.peterblanco.com/startup/quiet-crisis-in-qa-more-code-same-old-problems/"><![CDATA[<p>Most have noticed the explosion of AI-driven software development. Engineers are planning, writing, and shipping code faster than ever. But, if AI means more code, shouldn’t it also mean more testing? And if there’s more testing, where are all the new breakthrough quality assurance (QA) companies?</p>

<p>What’s surprising is there aren’t many. Even A16Z’s “<a href="https://a16z.com/the-trillion-dollar-ai-software-development-stack/">The Trillion Dollar AI Software Development Stack</a>” barely touches on the advances in QA and lists no companies in that space. This gap isn’t because people aren’t trying, it’s because they are finding out how hard automating QA is.</p>

<h2 id="the-discovery">The discovery</h2>

<p>I realized this after starting the Antler accelerator. I joined building <a href="https://trailway.ai">Trailway.ai</a>, an AI agent that runs through your feature before release, finding design problems and bugs. While outlining my QA approach from past roles, I found it easy to write down obvious things like broken links and buttons. It was a lot harder to define what “quality” and “good” looked like. There are many ways issues appear, and all I could say was “I know it when I see it”.</p>

<p>Antler founders were excited by the idea of AI finding their bugs. Yet, they too struggled to say what they needed. Speaking with more people at different sized companies, I realized they too had a problem but had trouble articulating their needs. It was the early sign of a tarpit idea.<sup id="fnref:1" role="doc-noteref"><a href="#fn:1" class="footnote" rel="footnote">1</a></sup> So, I went to work better defining the problem to solve to help find a solution.</p>

<h2 id="how-qa-plays-out-in-the-real-world">How QA Plays Out in the Real World</h2>

<p>This is a simplified view, but it’s helpful to start here. QA exists to make sure your app works the way it’s supposed to. Bugs are what happens when it doesn’t. So the job of QA is to find bugs before your users do.</p>

<p>Bugs aren’t just when something doesn’t work. It could work, but not look the way you meant. Sometimes it’s worse. It works the way you meant, but breaks something else in the process.</p>

<p>The most subtle bugs aren’t technical at all, they come from people misunderstanding each other. A feature works as built, but it doesn’t match what the people defining the experience actually wanted.</p>

<p>When you’re solo, most bugs are caught quickly because you test as you build. Add another person and misunderstandings start creeping in. What to build gets misread, conversations get forgotten, and assumptions drive decisions. The risk shifts from how you build to how you communicate. As teams grow, these challenges multiply. Bug-finding becomes even more about communication and coordination.</p>

<p>If all of this sounds complicated, that’s because it is. But that’s not what people want to hear when they are trying to solve their QA problem.</p>

<h2 id="qa-is-hard">QA is hard</h2>

<p>Folks are now used to Vibe-coding platforms like <a href="https://lovable.dev/">Loveable</a>, that make it simple to build and deploy a web app quickly. Just say what you want and watch AI code your site for you. This expectation for simplicity shows up in QA as well. Let’s call it Vibe-QA’ing.</p>

<p>But as most people learn after using vibe-coding tools, software development is hard work and these tools don’t solve that. They’re great for prototypes or simple sites, but struggle as your app inevitably grows.</p>

<p>It’s safe to assume Vibe-QA products will face similar struggles, and maybe more due to the nebulous nature of QA. Even if these products work on small-scale examples, it begs the question: Who is their ideal customer?</p>

<h2 id="qa-is-often-an-afterthought">QA is often an afterthought</h2>

<p>Small teams don’t focus on QA. Their aim is growing the company by solving more and more problems for customers, not delivering bug-free software. When needed, they focus on testing critical user paths only, catching bugs quickly, and skipping automation.</p>

<p>Larger teams have bigger stakes. Each engineer only knows a small slice of the product, so bugs spread wider and get more expensive. With paying customers, contractual agreements, and brand reputation on the line, structured QA and automation become the only way to keep quality under control.</p>

<p>It’s often why companies finally decide to prioritize QA. It could be that their business stakeholders are tired of manual testing all the time. Maybe their difficult release process burns out the engineers. Or, it could be a major issue that causes revenue impact causing testing to be a top-down mandate. Whatever the reason, now the company has an uphill battle to “do QA”. Fortunately for them, this has been the pattern for a while, so there are a lot of tools that help.</p>

<h2 id="big-players-solve-most-things">Big players solve most things</h2>

<p>To no surprise, companies have been working on solutions to improve testing for 10+ years. Some have close to half a billion in revenue. These tools like SmartBear, Tricentis, and Browserstack are comprehensive testing suites.</p>

<p>That doesn’t mean they work perfectly. It’s just, there is limited room for re-inventing software testing in a breakthrough way.</p>

<h2 id="most-smaller-players-are-re-packaging-what-the-big-players-already-solve">Most smaller players are re-packaging what the big players already solve</h2>

<p>Every smaller player I’ve seen is tackling a different piece of the problem. But, almost every one of those pieces is already owned by the big players.</p>

<p>Some go after <strong>test case management.</strong> They help teams organize, reuse, and maintain their tests. These tools are about keeping what already works from breaking. It’s a stable market with old tools like TestRails dominitating and newer upstarts like Qase.io finding room around the edges.<br />
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" 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<em>BrowserStack Test Case Management Marketing</em></p>

<p>Others focus on <strong>visual testing.</strong> They catch unexpected visual changes before they slip through to users. This is done by comparing screens between versions to see if anything looks different. It’s easy to use and surprisingly effective. <em>Meticulous.ai</em> and <em>Chromatic.dev</em> are the main ones here.<br />
<img src="data:image/png;base64,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" alt="" /><br />
<em>BrowserStack Visual Testing Marketing Nov 2025</em></p>

<p>Then there’s <strong>bug reporting</strong>, for manual testers. These tools make it easier for people to share what’s wrong with all the helpful information an engineer needs to fix it. <a href="https://jam.dev">jam.dev</a> and <a href="http://marker.io">marker.io</a> are the main ones here.<br />
<img src="data:image/png;base64,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" alt="" /><br />
<em>Jam.dev Marketing</em></p>

<p>The biggest wave, though, is <strong>record-and-playback automation</strong>. These tools provide a visual builder that watches your actions in the browser, turns them into a repeatable flow, and lets you add simple checks along the way so the system knows whether each step is working. The result is a set of flow-based tests that sit on top of code-based tests but are far easier to create and maintain. They help you catch regressions in areas of the app that used to work. With LLMs involved, the automation gets even smarter, figuring out what to click even when the UI changes slightly. Startups like RainforestQA and QA Wolf are going after this, along with a wave of YC companies like Momentic, Spur, Stably, Docket, Qualgent, and others.</p>

<p><img 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" alt="" /><br />
<em>RainforestQA Marketing</em></p>

<p>Most of these companies have “AI” mentioned big and bold on their landing pages. But so do the big players.</p>

<h2 id="the-new-wave-of-qa-companies">The new wave of QA companies</h2>

<p>A few places are working on novel approaches to QA. They aim to test the whole app with minimal work. They fall in the gray zone of “Vibe-QA”.</p>

<p>One approach is using <strong>browser agents.</strong> These tools are using exciting new breakthroughs in AI models that can use your browser, like a real person.<sup id="fnref:2" role="doc-noteref"><a href="#fn:2" class="footnote" rel="footnote">2</a></sup> They explore your web app trying to break things. One of the few places fully focused on this is <a href="https://news.ycombinator.com/item?id=45762012">Propolis</a>. It’s like the “monte carlo simulation” of testing, hoping one of their agents will find an issue. <br />
<img 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" alt="" /><br />
<em>Propolis Demo Video</em></p>

<p>Another approach is <strong>session</strong> <strong>replay</strong>. These tools capture real users’ sessions directly from your live site and automatically replay those sessions on both the old and new version of your app to spot any new errors.<sup id="fnref:3" role="doc-noteref"><a href="#fn:3" class="footnote" rel="footnote">3</a></sup> Companies like <a href="http://meticulous.ai">meticulous.ai</a> and older open source tools like <a href="https://goreplay.org/">GoReplay</a> are approaching testing this way.</p>

<p>It’s exciting to see new approaches appear. We’ll have to see if they fundamentally change QA. But, either way, it’s clear that choosing and using these tools is complex and becoming its own problem.</p>

<h2 id="its-simpler-to-use-q-as-service-qaaas">It’s simpler to use Q-as-Service (QAaaS)</h2>

<p>With all these tools and options, someone has to know how to pick and use the right ones. Usually, that means hiring a QA team. But finding people with the right expertise and then managing them isn’t easy.</p>

<p>So instead of building that expertise in-house, many teams outsource it to specialists. Take <a href="https://www.rainforestqa.com/">RainforestQA</a>, for example. They sell a product, but many of their customer success stories mention the RainforestQA team doing much of the heavy lifting.<sup id="fnref:4" role="doc-noteref"><a href="#fn:4" class="footnote" rel="footnote">4</a></sup></p>

<p><a href="https://www.qawolf.com/">QAWolf</a> took a similar route: they started as an open-sourcing testing framework then pivoted to a closed-source services company. Now, you pay them for services, while their in-house QA team uses their platform to do said services.<sup id="fnref:5" role="doc-noteref"><a href="#fn:5" class="footnote" rel="footnote">5</a></sup></p>

<p>These companies end up feeling Palantir-esque: they build complex but powerful software, then wrap it in consulting and sell the full package.<sup id="fnref:6" role="doc-noteref"><a href="#fn:6" class="footnote" rel="footnote">6</a></sup> It’s not necessarily a bad thing. These teams can move faster and know the domain inside-out. But it does tilt the balance of power. The closer these companies get to a customer’s workflow, the harder it becomes for that customer to leave for better alternatives.</p>

<h2 id="whats-exciting">What’s exciting</h2>

<p>What excites me the most isn’t breakthrough new technologies that re-invent testing. It’s creating exceptional user experience with the solutions we’ve already seen.</p>

<p>A great example of this is <a href="https://jam.dev">Jam.dev</a>, a bug reporting tool that came seemingly out of nowhere. To their credit, they have hustled through <a href="https://www.producthunt.com/products/jam/launches">thirteen launches</a> and pivots over five years to achieve success. They don’t even tackle “QA” directly; instead, they focus on making bug reporting effortless for anyone on a team. In doing so, they’ve managed to unbundle a small slice of what the big players offer, turn it into a delightful user experience, and expand their audience beyond engineers to include roles like customer success.</p>

<p>It’s a reminder there’s still room for creativity. You don’t need transformative technology, nor rebuilding the whole QA stack to create new value. Sometimes, the win is making one overlooked piece of what exists truly great.</p>

<h2 id="what-the-future-holds">What the future holds</h2>

<p>The established players in the QA space will keep doing what they do best: adding AI features that make their tools incrementally better. Think auto-generated test case descriptions, self-healing tests that adapt when there are small ui changes, and so on. They’re focused on making QA teams faster at repetitive stuff, rather than groundbreaking technological changes.</p>

<p>For new companies trying to break in, it continues to be an uphill battle. They’re not just competing against big players. They’re also competing against each other in an increasingly crowded space. Incumbents have a real advantage here: they bundle everything into one product, and since QA isn’t a core differentiator for most businesses, companies usually just want whatever’s easier in the long run. That typically means sticking with the established player.</p>

<p>On top of that, most of these new entrants offer nothing truly differentiated or hard to copy. So, capturing significant market share is really hard.</p>

<p>Some of these new players promise that AI will test everything, which sounds great. But, there’s a ceiling they’ll likely hit around intent. That is, knowing what the product should do, edge cases that matter, user expectations, and more. AI can scrape clues from scattered documents, chats, design files, notes. But it can’t pull insights from hallway conversations, calls, past decisions, or the knowledge people never bothers to put down. These tools might get good at flagging potential problems, but they won’t replace human judgment.</p>

<p>This creates an interesting problem for these tools: they end up being additive to existing workflows rather than replacing them. They add another thing to check, another tool to integrate, rather than making what people already do dramatically faster. And additive is a much harder sell than “this replaces hours of manual work.”</p>

<p>That said, we’ll see real productivity gains. Testing cycles will speed up as agents propose fixes for issues found. The dumb stuff, like broken buttons, will get caught earlier saving everyone time. Bug triaging will move faster because the right debugging data will be captured automatically. And QA teams will be able to push coverage much further by using record-and-playback tools and coding agents to generate test code.</p>

<p>So where does this leave us? I think the perception that QA is falling behind as teams ship faster is a bit misleading. QA tools are getting better too. It’s just less explosive growth. We’re seeing incremental progress rather than a revolutionary breakthrough. Maybe we haven’t yet seen the breakthrough that fundamentally changes QA. It’s just not the kind of thing that makes for great headlines.</p>

<div class="footnotes" role="doc-endnotes">
  <ol>
    <li id="fn:1" role="doc-endnote">
      <p>Tarpit ideas is a term coined by YC for ideas they see often, get a lot of early positive signals, but are so complex they kill the startup. The name is based on tar pits that looked like water to dinosaurs. When the dinosaurs went to drink at them, they got stuck, and ultimately died. <a href="#fnref:1" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
    </li>
    <li id="fn:2" role="doc-endnote">
      <p><a href="https://blog.google/technology/google-deepmind/gemini-computer-use-model/">Gemini Computer Use</a>, <a href="https://www.anthropic.com/news/3-5-models-and-computer-use">Claude Computer Use</a>, <a href="https://openai.com/index/computer-using-agent/">OpenAI’s Computer Using Agent</a>, and <a href="https://labs.amazon.science/blog/nova-act">Amazon Nova Act</a>. <a href="#fnref:2" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
    </li>
    <li id="fn:3" role="doc-endnote">
      <p>This is the re-packaging of a classic testing strategy called dark traffic testing or shadow deployment, where a new version of a service or feature runs in parallel with the current production version to see how it handles real-world live user traffic. <a href="#fnref:3" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
    </li>
    <li id="fn:4" role="doc-endnote">
      <p>My guess is services used are more common than we can see from their site. <a href="#fnref:4" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
    </li>
    <li id="fn:5" role="doc-endnote">
      <p>It looked like you <em>could</em> use their product directly, but clear from their marketing materials… <a href="#fnref:5" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
    </li>
    <li id="fn:6" role="doc-endnote">
      <p>These tools are often a mix of the individual tools mentioned earlier but built in-house. Often the record-and-playback automation that generates playwright code. <a href="#fnref:6" class="reversefootnote" role="doc-backlink">&#8617;</a></p>
    </li>
  </ol>
</div>]]></content><author><name>Peter Blanco</name></author><category term="startup" /><summary type="html"><![CDATA[Most have noticed the explosion of AI-driven software development. Engineers are planning, writing, and shipping code faster than ever. But, if AI means more code, shouldn’t it also mean more testing? And if there’s more testing, where are all the new breakthrough quality assurance (QA) companies?]]></summary></entry><entry><title type="html">Thirdspaces – We Found a Problem, But Not a Business</title><link href="https://www.peterblanco.com/startup/thirdspaces-we-found-a-problem-but-no-business/" rel="alternate" type="text/html" title="Thirdspaces – We Found a Problem, But Not a Business" /><published>2025-07-25T10:00:00-04:00</published><updated>2025-07-25T10:00:00-04:00</updated><id>https://www.peterblanco.com/startup/thirdspaces-we-found-a-problem-but-no-business</id><content type="html" xml:base="https://www.peterblanco.com/startup/thirdspaces-we-found-a-problem-but-no-business/"><![CDATA[<h3 id="what-was-the-idea">What was the idea?</h3>
<p>A marketplace for booking NYC bars and restaurants for group events, starting with large-party events like birthdays. Think “Opentable for large groups” where you select the packages and sign the contract up-front, rather than via forms and emails.</p>

<h3 id="how-did-we-form-the-idea">How did we form the idea?</h3>
<p>While having burgers at Jackson Hole in the Upper East Side, my cofounder Jin and I imagined renting the restaurant to throw our own party. But there’s no easy way to book it. That gap reminded us how painful it was to book wedding welcome events. Unclear pricing, unclear venue availability, and slow replies. We saw the same problems when we and our friends tried to book NYC bars and private dining rooms for birthday parties. We realized we could make bookings easier for birthday parties, weddings, and other group events.</p>

<h3 id="what-did-we-try">What did we try?</h3>
<p>We marked the start of our company by creating a Slack workspace on June 12th, 2025. We focused on enabling instant booking at NYC bars and private dining rooms for birthday parties. We envisioned a mobile-friendly search engine for finding NYC bars and restaurants. One that displays private event spaces, packages, real-time pricing, and availability, all with instant booking.</p>

<p>We quickly validated the idea with friends who have also gone through the existing process: Submitting a form, receiving availability and a PDF with details over email, selecting the packages, and finally e-signing the contract. It seemed a no-brainer: consumers preferred the seamless and transparent approach. So, we scraped venues that were in trusted lists like Infatuation and Timeout, and what we knew was trendy. We created a landing page <a href="http://getthirdspaces.com">getthirdspaces.com</a>, and an Instagram account. We were ready to go.</p>

<p>We based the initial market size on a fee-based pricing model for confirmed bookings. This was a fairly large opportunity in NYC alone. We realized our model depended on venues using the platform… without them, we couldn’t take a fee. So, we pivoted the initial search engine plan to instead focus on a tool that helps bars/restaurants manage their private events inquiries. Thus, they maintain the pricing and availability data we need for the consumer experience, and we can charge for confirmed bookings.</p>

<p>We started a spreadsheet to track outreach and began cold-calling bars near us. We also visited bars and became friends with a bartender who was kind enough to derail our research by giving us free drinks. We quickly learned our main competition was inaction, such as using email (maybe a form), phone, or walk-ins. Second, was Tripleseat, a heavy-weight event CRM platform. We also saw some newer companies like PerfectVenue and WaltzIn used.</p>

<p>From these conversations, we learned:</p>

<ul>
  <li><strong>No clear dissatisfaction among bars and restaurants:</strong> Tripleseat users seem satisfied, and those without software don’t feel underserved.</li>
  <li><strong>Decision-makers are harder to reach than event managers:</strong> The buyer is usually the owner or management company.</li>
  <li><strong>Lack of urgency for transparency:</strong> Bars and restaurants don’t publish pricing because they don’t see value in making it public.</li>
</ul>

<p>We also spoke with a few folks who are working on similar event booking companies and learned:</p>

<ul>
  <li><strong>Corporate event demand remains soft:</strong> Revenue growth is slower than expected, largely because corporate events haven’t returned to pre-COVID levels. We reasoned this is the main revenue driver for these startups.</li>
  <li><strong>High CAC from labor-intensive sales:</strong> Often due to the hands-on effort needed for sales and onboarding.</li>
  <li><strong>Instant booking features aren’t used:</strong> Event coordinators avoid them because keeping pricing, packages, and availability updated takes constant effort. They also prefer to price each event manually to maximize revenue. For example, raising pricing when they spot a corporate email. Instant booking doesn’t support that kind of flexibility yet.</li>
  <li><strong>Percentage-based pricing models don’t stick:</strong> Venues will bypass the platform to avoid booking fees, pushing these booking companies towards a monthly subscription model instead. Also, restaurants typically prefer their own payment systems, likely due to lower credit card processing fees, further reducing the opportunity to capture booking fees.</li>
</ul>

<p>Despite the headwinds, we built and tested three prototype flows to demo to bars and restaurants. Through three iterations, we quickly learned that event booking is a messy inconsistent process. This led to two major decisions:</p>

<ol>
  <li><strong>Solution approach:</strong> Simplify packaging + processes and re-educating owners, or supporting their existing, often inconsistent, processes.</li>
  <li><strong>Target customer:</strong> Start with either bars or resteraunts, since each has a different booking flow and sales cycle.</li>
</ol>

<p>In the end, we made a third and final decision: to shut down ThirdSpaces.</p>

<h3 id="why-were-stopping">Why we’re stopping</h3>

<p>We found a problem. But:</p>

<ul>
  <li><strong>Not a big enough one.</strong> Coordinating events is neither frequent nor painful enough for venues to adopt dedicated software.</li>
  <li><strong>Not a workable solution.</strong> Consumer experience depends on up-to-date venue data, but most venues aren’t incentivized to maintain the data. Booking flows also vary widely, which adds complexity to the product.</li>
  <li><strong>Not a sustainable business.</strong> Restaurants and bars run on thin margins and often change ownership, making recurring revenue difficult to maintain. Meanwhile, high CAC from complex sales and onboarding further limits profitability.</li>
  <li><strong>No clear product differentiation.</strong> ThirdSpaces doesn’t stand out. Competitors like TripleseatDirect and PerfectVenue Instantbook are ahead, and even they seem to struggle to gain traction.</li>
  <li><strong>No clear early adopters.</strong> Most venues avoid early-stage tools. We were not able to find a venue to co-develop the product with from day one.</li>
</ul>

<h3 id="so-what-did-we-learn">So, what did we learn?</h3>
<p>First, <strong>marketplaces only work when both sides care.</strong> Consumers want speed in booking, simplicity in picking packages, and fairness in pricing. They’d happily use ThirdSpaces. But, venues aren’t incentivized to change and digitize, thus we don’t have the data for the consumers. Jumpstarting this marketplace is difficult. We respect how PerfectVenue is directly taking on Tripleseat’s CRM business to get the restaurants on their platform before they, one day, make their <a href="http://book.perfectvenue.com" target="_blank" rel="noopener noreferrer">shift to instant booking</a>.</p>

<p>Second, <strong>move fast to learn fast</strong>. Want to learn about a competitor? Request a demo and message them on LinkedIn. Want to talk to users? Reach out directly, show up where they are, or ask someone for an intro. Need a landing page? Pick a domain and launch it. Keep making forward progress. You’ll learn more and waste less time thinking.</p>

<p>Third and last, <strong>use AI sparingly</strong> for anything other than web searches and proofreading. Real learnings come from talking to people and connecting your own dots. AI won’t give you real user feedback. And generating endless prototypes is like pulling a slot machine. It’s addictive, but rarely useful. Be deliberate. Think clearly. That’s what actually drives progress.</p>

<h3 id="what-wed-do-differently-next-time">What we’d do differently next time</h3>

<ul>
  <li><strong>Start with what we know.</strong> If we don’t, find someone with firsthand knowledge who’s willing to work with us from day one.</li>
  <li><strong>Find a way to secure a pilot customer before writing code.</strong> If you must, only write code that will enable you to get a pilot customer or user. It’s OK to be the user when you’re building for yourself.</li>
  <li><strong>Keep checking whether you’re building a sustainable business.</strong> Some problems are real, but live in markets too small to support a business.</li>
</ul>

<h3 id="final-thoughts">Final thoughts</h3>

<ul>
  <li>We experienced the consumer-side of this problem firsthand, and still believe there’s an opportunity for the right founder to solve for it.</li>
  <li>We’re grateful to everyone who shared time and insights with us.</li>
  <li>Working on restaurant tech, far from enterprise B2B, exposed us to a whole new set of challenges. That novelty was energizing. Solving real problems in new terrain reignited our excitement for building.</li>
</ul>

<p>We’re walking away with lessons we couldn’t have gained any other way.</p>]]></content><author><name>Peter Blanco</name></author><category term="startup" /><summary type="html"><![CDATA[What was the idea? A marketplace for booking NYC bars and restaurants for group events, starting with large-party events like birthdays. Think “Opentable for large groups” where you select the packages and sign the contract up-front, rather than via forms and emails.]]></summary></entry><entry><title type="html">Trip to Argentina</title><link href="https://www.peterblanco.com/travel-guides/argentina-travel-guide/" rel="alternate" type="text/html" title="Trip to Argentina" /><published>2025-01-09T00:00:00-05:00</published><updated>2025-01-09T00:00:00-05:00</updated><id>https://www.peterblanco.com/travel-guides/argentina-travel-guide</id><content type="html" xml:base="https://www.peterblanco.com/travel-guides/argentina-travel-guide/"><![CDATA[<p><em>tl;dr Tips for Traveling to Argentina in November (Shoulder Season)</em></p>

<h2 id="general-travel-tips">General Travel Tips</h2>

<ul>
  <li>
    <p><strong>Currency and Payment</strong>:<br />
Use a <strong>visa credit card</strong> without foreign transaction fees. The rate will match the unofficial exchange rate (see <a href="https://bluedollar.net/">Blue Dollar</a>), but <strong>cash</strong> often gets you up to 20% discounts. For safe cash exchanges in Buenos Aires, visit <em>FAST CAMBIO - Currency Exchange</em> in Recoleta.</p>
  </li>
  <li>
    <p><strong>Reservations Are Key</strong>:<br />
For popular restaurants, tours, and activities, <strong>book ahead</strong>. High-demand spots (e.g., Michelin-star restaurants) get snapped up quickly—likely by other Americans doing the same thing.</p>
  </li>
  <li>
    <p><strong>Airport Lounges</strong>:<br />
If using Priority Pass, <strong>pre-book</strong> lounges during layovers in Buenos Aires. They fill up fast, and otherwise, you’ll wait to get in.</p>
  </li>
  <li>
    <p><strong>Learn Basic Spanish</strong>:<br />
While Buenos Aires is more English-friendly, much of the rest of the country is not. Knowing basic phrases makes the trip more enjoyable and helps you connect with locals.</p>
  </li>
</ul>

<hr />

<h2 id="places-to-visit">Places to Visit</h2>

<ol>
  <li>
    <p><strong>El Chaltén</strong>: A stunning mountain town in Patagonia and the starting point for incredible hikes, including to the iconic <strong>Mount Fitz Roy</strong> (the inspiration for the Patagonia logo).</p>
  </li>
  <li>
    <p><strong>El Calafate</strong>: A hub for visiting the <strong>Perito Moreno Glacier</strong> or driving to El Chaltén.</p>
  </li>
  <li>
    <p><strong>Mendoza</strong>: Argentina’s wine capital. Think of it as Sonoma, but with more steak and Malbec.</p>
  </li>
  <li>
    <p><strong>Buenos Aires</strong>: A beautiful, old-world city with European-inspired architecture. It’s worth visiting but keep your stay short (3 days max).</p>
  </li>
</ol>

<hr />

<h2 id="el-calafate">El Calafate</h2>

<h3 id="overview"><strong>Overview</strong></h3>
<p>El Calafate itself is a small, quiet town, but it’s the gateway to the glacier and Patagonia adventures. Rent a car to make the most of your visit.</p>

<h3 id="where-to-stay"><strong>Where to Stay</strong></h3>
<ul>
  <li><strong>$$$ Posada Los Alamos</strong>: Cozy, lodge-like hotel with spacious rooms, included breakfast, a pool, sauna, and even a short golf course.</li>
  <li><strong>$$$$ Explora en Torres del Paine</strong>: Luxurious and exclusive, though it books up fast. Seems nice if you can afford it, but I’d reccomend splurging in El Chaltén instead.</li>
</ul>

<h3 id="restaurants"><strong>Restaurants</strong></h3>
<ul>
  <li><strong>Buenos Cruces Pasta Bar</strong>: Friendly staff, great pasta, small-town vibes. They learn your name when you enter. Book ahead for weekends or wait and eat late.</li>
  <li><strong>La Cantina Piadineria &amp; Beer House</strong>: Casual lunch spot with beer and empanadas. Great views of the water and mountains.</li>
  <li><strong>Parrilla y Tenedor Libre Estilo Campo</strong>: Buffet-style restaurant serving authentic <em>cordero al palo</em> (Patagonian lamb). A local experience - no English spoken here so be prepared to order in Spanish!</li>
  <li><strong>El Gaita Pizza Bar</strong>: Fine pizza but unexpectedly pricey.</li>
</ul>

<h3 id="activities"><strong>Activities</strong></h3>
<ol>
  <li>
    <p><strong>Perito Moreno Glacier Hike</strong>: <strong>BOOK AHEAD</strong> with <a href="https://hieloyaventura.com/en">Hielo &amp; Aventura</a> (the only direct provider - others are just resellers). The Mini Trekking 2 tour is enough to enjoy this breathtaking glacier hike. They offer a longer tour called the Big Ice that we didn’t do. Afterward, visit the glacier’s viewing platforms and snack at the café. Drive early to enjoy scenic stops along the way.</p>
  </li>
  <li>
    <p><strong>Reserva Laguna Nimez</strong>: A peaceful bird sanctuary near town. Walk the guided paths, bring binoculars (or rent them there), and enjoy the natural scenery. Entry is ~$10.</p>
  </li>
  <li>
    <p><strong>Explore Lago Argentino</strong>: Drive north of town, stopping for photos, seeing the city sign, and to explore dirt roads along the water.</p>
  </li>
  <li>
    <p><strong>Glaciarium Patagonian Ice Museum</strong>: Surprisingly well-done museum on glaciers. A good pre-glaciervisit activity to get you excited for what you will see.</p>
  </li>
</ol>

<hr />

<h2 id="drive-from-el-calafate-to-el-chaltén">Drive from El Calafate to El Chaltén</h2>

<ul>
  <li>The drive takes way <strong>less time than Google Maps estimates</strong> because speed limits are flexible (locals often go 100+ km/h). Be cautious of <strong>guanacos</strong> (like you would for deer in the Northeast).</li>
  <li><strong>Refuel before leaving El Calafate</strong>. El Chaltén has only one gas station, which gets crowded in mornings.</li>
</ul>

<hr />

<h2 id="el-chaltén">El Chaltén</h2>

<h3 id="overview-1"><strong>Overview</strong></h3>
<p>A small, laid-back town surrounded by Patagonia’s majestic peaks. Many trailheads start here, so staying in town is ideal if you don’t have a car. Weather is unpredictable - layer up and be prepared for wind, rain, and sun all in one day.</p>

<h3 id="where-to-stay-1"><strong>Where to Stay</strong></h3>
<ul>
  <li><strong>\(\) Chaltén Camp</strong>: Glamping resort outside town nestled in a valley with beautiful views, incredible meals, and kind staff. The dirt-road drive to get there is picturesque and an adventure in itself.</li>
  <li><strong>\(\)$ Explora en el Chaltén</strong>: A luxury lodge nestled in the national park. Expensive but reportedly worth it if you can afford it. They have some of the best trained guides in Argentina.</li>
</ul>

<h3 id="restaurants-1"><strong>Restaurants</strong></h3>
<ul>
  <li><strong>La Cervecería Chaltén</strong>: Cozy spot for soup (<em>Le Locro</em> is amazing). We went back twice!</li>
  <li><strong>The Asadores</strong>: Recommended by our Ice Trekking guide for traditional grilled meat.</li>
</ul>

<h3 id="activities-1"><strong>Activities</strong></h3>
<ol>
  <li><strong>Mt. Fitz Roy Through Hike</strong>:
    <ul>
      <li>Park at <em>Sendero Laguna De Los Tres</em> trailhead in town, then take a cab (coordinated by your hotel) into the park to hike back through the trail to your car. This hike is breathtaking and worth the effort. The through hike is also less crowded than the out-and-back so you can enjoy the isolation and quiet of the mountains.<a href="https://www.alltrails.com/trail/argentina/santa-cruz/el-pilar-laguna-de-los-tres-el-chalten">AllTrails Link</a>.</li>
    </ul>
  </li>
  <li><strong>Cerro Torre Viewpoint</strong>:
    <ul>
      <li>A lighter hike with gorgeous views. <a href="https://www.alltrails.com/trail/argentina/santa-cruz/mirador-del-cerro-torre">AllTrails Link</a>.</li>
    </ul>
  </li>
  <li><strong>Chorrillo del Salto</strong>:
    <ul>
      <li>A small waterfall a small way into the park. Skip the hike there and drive to save your legs for bigger trails.</li>
    </ul>
  </li>
</ol>

<hr />

<h2 id="mendoza">Mendoza</h2>

<h3 id="where-to-stay-2"><strong>Where to Stay</strong></h3>
<ul>
  <li><strong>In Town</strong>: <em>Park Hyatt Mendoza</em>—a well-priced, upscale option.</li>
  <li><strong>South of Town (Luján de Cuyo)</strong>: <em>Entre Cielos Luxury Wine Hotel &amp; Spa</em>. We stayed here and loved the vineyard views and spa, but staff coordination wasn’t great. Plan activities yourself.</li>
  <li><strong>Way South (Valle de Uco)</strong>: Didn’t visit, but heard this area is stunning for luxury stays and wineries.</li>
</ul>

<h3 id="restaurants-2"><strong>Restaurants</strong></h3>
<ol>
  <li><strong>Casa El Enemigo Vigil</strong>:
    <ul>
      <li><strong>Book ahead</strong>. Michelin-starred restaurant with incredible food and endless wine pairings. A must-visit!</li>
    </ul>
  </li>
  <li><strong>Clos de Chacras</strong>:
    <ul>
      <li>Perfect for lunch during a wine tour. Outdoor seating near a koi pond and vineyard. Food was great; wine was average.</li>
    </ul>
  </li>
  <li><strong>Entre Cielos Restaurant</strong>:
    <ul>
      <li>Easy if you’re staying at the hotel with surprisingly good food. Get the steak.</li>
    </ul>
  </li>
</ol>

<h3 id="activities-2"><strong>Activities</strong></h3>
<ol>
  <li><strong>Horseback Riding in the Andes</strong>:
    <ul>
      <li>We visited <em>Quebrada del Cóndor</em>. Gorgeous wildflowers, streams, and pristine mountain views make it unforgettable.</li>
    </ul>
  </li>
  <li><strong>Catena Zapata Wine Tour</strong>:
    <ul>
      <li>Argentina’s most famous winery. Book far in advance. Their “Blending Games” tour lets you create your own Malbec blend. Stunning setting with the Andes in the background. <a href="https://catenazapata.com/contact.php">More Info</a>.</li>
    </ul>
  </li>
  <li><strong>Entre Cielos Hammam and Spa</strong>:
    <ul>
      <li>Pamper yourself with a luxurious massage and hammam experience. <a href="https://entrecielos.com/es/hotel-boutique-spa-hamam-en-mendoza-unico-hamam-de-latinoamerica-es/">Details Here</a>.</li>
    </ul>
  </li>
</ol>

<hr />

<h2 id="buenos-aires">Buenos Aires</h2>

<h3 id="where-to-stay-3"><strong>Where to Stay</strong></h3>
<ul>
  <li><strong>Recoleta</strong>: Stayed at <em>Hotel Club Francés</em>. Quiet, elegant neighborhood with an Upper East Side Manhattan vibe. Great for exploring nearby attractions.</li>
  <li><strong>Palermo</strong>: Trendy area with Soho Manhattan vibes. Best for restaurants, nightlife, and energy. We’d stay here next time!</li>
  <li><strong>Puerto Madero</strong>: Modern and upscale but isolated from the rest of the city.</li>
  <li><strong>Montserrat</strong>: Grungier and more eclectic, but not ideal for accommodations.</li>
</ul>

<h3 id="restaurants-3"><strong>Restaurants</strong></h3>
<ol>
  <li>
    <p><strong>Aramburu</strong>: <strong>Book ahead</strong>. A 2-Michelin-star, 18-course tasting menu. Expensive for Argentina but cheap compared to the US. It’s a once-in-a-lifetime experience. Just book it!</p>
  </li>
  <li>
    <p><strong>Florería Atlántico</strong>: Rated on the top 100 bars in the world.A speakeasy under a flower shop. Excellent cocktails, world-class vibe. The drinks are so cheap that you are certified to leave buzzed.</p>
  </li>
  <li>
    <p><strong>Chori</strong>: Casual spot for delicious chorizo sandwiches in Palermo. Might be a little too toursity since it’s write up in the New York Times.</p>
  </li>
  <li>
    <p><strong>Rapanui</strong>: Buy fancy chocolates for gifts or for yourself!</p>
  </li>
</ol>

<h3 id="activities-3"><strong>Activities</strong></h3>
<ul>
  <li><strong>Tango Show at El Querandí</strong>: Dinner and tango performance. Great tango, questionable dinner, lots of wine. Read a review that said the tango brought them to tears!</li>
  <li><strong>Recoleta Cemetery</strong>: Wander the elaborate tombs of the wealthy elite. Eva Perón is buried here. This is probably a place where a tour guide would make it more interesting. We tried to use ChatGPT once there, but it didn’t know a lot about the history.</li>
  <li><strong>Cooking Class (Empanadas)</strong>: Fun group activity to learn local cuisine and meet fellow travelers.</li>
  <li><strong>Ecoparque Buenos Aires</strong>: Explore the abandoned zoo, now overrun by nature and turned into a public park. See some animals roam freely and interact. Other larger animals are still in their cages because they’re too big or old to move. It’s a nice way to spend a few hours.</li>
</ul>]]></content><author><name>Peter Blanco</name></author><category term="travel-guides" /><summary type="html"><![CDATA[tl;dr Tips for Traveling to Argentina in November (Shoulder Season)]]></summary></entry><entry><title type="html">Cheap blogging with Jekyll</title><link href="https://www.peterblanco.com/cheap-blogging-with-jekyll/" rel="alternate" type="text/html" title="Cheap blogging with Jekyll" /><published>2021-01-03T17:57:37-05:00</published><updated>2021-01-03T17:57:37-05:00</updated><id>https://www.peterblanco.com/cheap-blogging-with-jekyll</id><content type="html" xml:base="https://www.peterblanco.com/cheap-blogging-with-jekyll/"><![CDATA[<p><em>tl;dr How to host your blog using Jekyll and AWS Amplify</em></p>

<p>The first thought you might have when you decide to make a blog is “wow I have a big ego”. Your second thought might be “what do I have to write about”.</p>

<p>Well, if your answer is nothing then you can write about <strong>how you made a cheap blog</strong>. That is what I’ve done. This blog post is about hosting your own cheap blog.</p>

<h3 id="-prerequisites">🎯 Prerequisites</h3>
<ol>
  <li>Github and AWS account</li>
  <li>Some familiarity with coding and your <a href="https://en.wikipedia.org/wiki/Terminal_%28macOS%29">terminal</a></li>
  <li><a href="https://brew.sh">Homebrew</a> Package Manager</li>
</ol>

<h3 id="-cost-of-blogging-by-platform">💸 Cost of blogging by platform</h3>
<p>At the time of writing (Jan 2021) here are the prices I found online to use your own custom domain (i.e. blancotech.com). Ignoring the price to maintain the domain (I use go daddy and it’s around $20/year)</p>

<table>
  <thead>
    <tr>
      <th>Site</th>
      <th>Cost</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Ghost</td>
      <td>$348/year</td>
    </tr>
    <tr>
      <td>Blogger</td>
      <td>$144/year</td>
    </tr>
    <tr>
      <td>Squarespace</td>
      <td>$144/year</td>
    </tr>
    <tr>
      <td>Wordpress</td>
      <td>$48/year</td>
    </tr>
    <tr>
      <td>Medium</td>
      <td>$0/year</td>
    </tr>
    <tr>
      <td>Github</td>
      <td>$0/year</td>
    </tr>
    <tr>
      <td>🌟 <strong>Jekyll + AWS Amplify</strong></td>
      <td><strong>$0/year</strong></td>
    </tr>
  </tbody>
</table>

<p>To be honest, I did this price analysis after and didn’t know Medium was free. Also, I didn’t think to use GitHub. So, do what you like 🤷‍♂️.</p>

<h3 id="️-setting-up-jekyll">⚙️ Setting up Jekyll</h3>

<p><a href="https://jekyllrb.com">Jekyll</a> is a static website and blog framework. It’s easy to get up and running. You can choose <a href="https://jekyllthemes.io/free">custom templates</a> for your blog and easily create new posts using <a href="https://en.wikipedia.org/wiki/Markdown">markdown</a> syntax.</p>

<p>I’m using a MacBook on Mac OS Big Sur v11.1. I first tried to follow the instructions on Jekyll’s site https://jekyllrb.com and input them into my terminal</p>

<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>$ gem install bundler jekyll
</code></pre></div></div>

<p>but this immediately errored</p>

<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>$ gem install bundler jekyll
Fetching bundler-2.2.4.gem
ERROR:  While executing gem ... (Gem::FilePermissionError)
You don't have write permissions for the /Library/Ruby/Gems/2.6.0 directory.
</code></pre></div></div>

<p>I determined it was because I was using the ruby that is native on my Mac OS. To confirm this I checked what my system was using</p>

<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>$ which ruby
/usr/bin/ruby
$ which gem
/usr/bin/gem
</code></pre></div></div>

<p>To install the latest version of Ruby I used <a href="https://brew.sh">Homebrew</a></p>

<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>$ brew install ruby
</code></pre></div></div>

<p>Next, I told my shell environment to use the ruby installed by homebrew. By adding the path to my shell file <code class="language-plaintext highlighter-rouge">~/.zshrc</code>.</p>

<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>$ echo 'export PATH="/usr/local/opt/ruby/bin:/usr/local/lib/ruby/gems/2.7.0/bin:$PATH"' &gt;&gt; ~/.zshrc
</code></pre></div></div>

<p>Then I refreshed my terminal with the file using <code class="language-plaintext highlighter-rouge">$ source ~/.zshrc</code>. Alternatively, you can open a new terminal window and this will do the same thing.</p>

<blockquote>
  <p>⚠️ If you’re not using <a href="https://ohmyz.sh">ohMyZsh</a> then replace the <code class="language-plaintext highlighter-rouge">~/.zshrc</code> in the above command with <code class="language-plaintext highlighter-rouge">~/.bash_profile</code>.</p>
</blockquote>

<p>To confirm that you’re using the brew installed ruby run</p>

<div class="language-plaintext highlighter-rouge"><div class="highlight"><pre class="highlight"><code>$ which ruby
/usr/local/opt/ruby/bin/ruby
$ which gem
/usr/local/opt/ruby/bin/gem
</code></pre></div></div>

<p>Then running <code class="language-plaintext highlighter-rouge">$ gem install bundler jekyll</code> worked 🎉!</p>

<h3 id="-create-your-project">🛠 Create your project</h3>

<p>To create your project go to the directory you want to create it in. Next, run <code class="language-plaintext highlighter-rouge">jekyll new myblog</code>. You can replace <code class="language-plaintext highlighter-rouge">myblog</code> with whatever name you’d like to give it.</p>

<p>Run <code class="language-plaintext highlighter-rouge">jekyll serve</code> to launch your site and view it in your browser at the URL <code class="language-plaintext highlighter-rouge">localhost:4000</code>.</p>

<h3 id="-how-to-get-your-code-into-a-repository">🌐 How to get your code into a repository</h3>
<p>In order to get your site online, you’ll need to put your code into a repository. For this, I used <a href="http://github.com/">GitHub</a>.</p>

<ol>
  <li>Go to your GitHub and create a new repository with nothing added to it (no git ignore, etc).</li>
  <li>Setup the repository by running <code class="language-plaintext highlighter-rouge">git init</code> in your project’s directory in your terminal</li>
  <li>Add the files you will commit by running <code class="language-plaintext highlighter-rouge">git add .</code> in your terminal</li>
  <li>Commit the changed files by running<code class="language-plaintext highlighter-rouge">git commit -m "My first commit"</code> in your terminal</li>
  <li>Tell your repository where to push the code by copying the repositories link from GitHub then running <code class="language-plaintext highlighter-rouge">$ git remote add origin &lt;your_link&gt;</code> in your terminal. Your link will look something like <code class="language-plaintext highlighter-rouge">git@github.com:YourUserName/yourlink.git</code></li>
  <li>Finally, push the code by running <code class="language-plaintext highlighter-rouge">git push -u origin master</code></li>
</ol>

<h3 id="-how-to-get-your-site-online">🌐 How to get your site online</h3>

<p>So the blog was created! To host it online for the world to access it use AWS Amplify and follow the tutorial here: <a href="https://medium.com/@jameshamann/deploy-your-jekyll-site-using-aws-amplify-with-only-a-few-clicks-8f3dd8f26112">Deploy your Jekyll Site using AWS Amplify — with only a few clicks</a>.</p>

<p>You now have a blog using Jekyll hosted on AWS Amplify 🍻.</p>]]></content><author><name>Peter Blanco</name></author><summary type="html"><![CDATA[tl;dr How to host your blog using Jekyll and AWS Amplify]]></summary></entry><entry><title type="html">Trip to Acadia (Mount Desert Island)</title><link href="https://www.peterblanco.com/travel-guides/acadia-travel-guide/" rel="alternate" type="text/html" title="Trip to Acadia (Mount Desert Island)" /><published>2020-07-01T01:00:00-04:00</published><updated>2020-07-01T01:00:00-04:00</updated><id>https://www.peterblanco.com/travel-guides/acadia-travel-guide</id><content type="html" xml:base="https://www.peterblanco.com/travel-guides/acadia-travel-guide/"><![CDATA[<p><em>tl;dr An old guide to Acadia National Park on Mount Desert Island, Maine.</em></p>

<p><img src="/assets/images/acadia-web.jpeg" alt="Scenic view of Acadia National Park's coastline and mountains from a hiking trail" width="90%" /></p>

<h2 id="travel-up-from-new-york-city">Travel Up from New York City</h2>
<ul>
  <li><strong>Lunch in Portland, Maine</strong>: Stop at <em>Duckfat</em> for incredible poutine.</li>
  <li><strong>Scenic Route</strong>: After Portland, skip I-95 all the way. Instead, take I-295, then switch to US-1 near Brunswick for a picturesque coastal drive. Adds about an hour but worth it.</li>
</ul>

<hr />

<h2 id="where-to-stay">Where to Stay</h2>
<ul>
  <li><strong>Short Trips</strong>: Stay near Bar Harbor. It’s the main hub with restaurants and nightlife, and you can walk back after drinks.</li>
  <li><strong>Longer Trips</strong>: Anywhere on the island works.
    <ul>
      <li>We stayed near Southwest Harbor, which felt more authentically “Maine” with fewer crowds.</li>
      <li>Perks: Quiet area, fire pit, tasty lobster shack nearby, and close to Seawall Campground for scenic dinners.</li>
    </ul>
  </li>
</ul>

<hr />

<h2 id="town-vibes">Town Vibes</h2>
<ul>
  <li><strong>Bar Harbor</strong>: Main tourist hub with lots of restaurants, nightlife, and close to major hikes (10-20 min drive).</li>
  <li><strong>Northeast Harbor</strong>: Upscale vibe with fancy homes; feels like the Hamptons.</li>
  <li><strong>Southwest Harbor</strong>: Quaint and quiet. Great if you want peace, but it’s 30-40 minutes from the main hikes.</li>
</ul>

<hr />

<h2 id="top-hikes-ranked">Top Hikes (Ranked)</h2>
<ol>
  <li><strong>Beehive Trail</strong>
    <ul>
      <li>Iconic hike with metal rungs for climbing—great adrenaline rush! Includes a beautiful pond-side trail.</li>
    </ul>
  </li>
  <li><strong>Sand Beach</strong>
    <ul>
      <li>Near Beehive, one of Maine’s rare sand beaches. Perfect for a post-hike stroll.</li>
    </ul>
  </li>
  <li><strong>Beech Cliff Trail (via Beech Cliff Loop)</strong>
    <ul>
      <li>Quick 1.5-mile hike with steep ladders and stunning views at the top. Great for a lunch break.</li>
    </ul>
  </li>
  <li><strong>Gorham Mountain</strong>
    <ul>
      <li>Easier than Beehive but just as fun. Offers ocean views and optional adventurous cliff-side detours.</li>
    </ul>
  </li>
  <li><strong>Thunder Hole</strong>
    <ul>
      <li>Dramatic rock formation with splashy waves. Timing is key; it wasn’t very loud when we visited.</li>
    </ul>
  </li>
  <li><strong>Bar Island Walk</strong>
    <ul>
      <li>During low tide, walk across the sandbar to Bar Island. The island’s hike is average, but the sandbar experience is unique.</li>
    </ul>
  </li>
  <li><strong>Jordan Pond + Bubbles</strong>
    <ul>
      <li>Popular but crowded. Scenic views and a chance to try popovers at Jordan Pond House (if it’s not too busy).</li>
    </ul>
  </li>
</ol>

<hr />

<h2 id="restaurants">Restaurants</h2>
<ul>
  <li><strong>Charlotte’s Lobster Pound</strong>
    <ul>
      <li>Delicious lobster rolls with a bonus: goats in the back! Pick up food and eat at Seawall picnic benches for water views.</li>
    </ul>
  </li>
  <li><strong>Eat-a-Pita</strong>
    <ul>
      <li>Great breakfast spot near Southwest Harbor with surprisingly top-notch service.</li>
    </ul>
  </li>
  <li><strong>Café This Way</strong>
    <ul>
      <li>Located in Bar Harbor. Don’t miss their breakfast if you’re hungry.</li>
    </ul>
  </li>
  <li><strong>The Reading Room</strong>
    <ul>
      <li>A “fancier” spot in Bar Harbor. Decent food, NYC-level prices, and a romantic outdoor space overlooking the harbor.</li>
    </ul>
  </li>
  <li><strong>Mt. Desert Island Ice Cream</strong>
    <ul>
      <li>Thick, dense ice cream that absolutely hits the spot.</li>
    </ul>
  </li>
</ul>

<hr />

<h2 id="other-activities">Other Activities</h2>
<ul>
  <li><strong>Sunrise at Cadillac Mountain</strong>
    <ul>
      <li>Classic Acadia experience. Drive to the peak for stunning views. Note: Early wake-up can wreck your day from exhaustion!</li>
    </ul>
  </li>
  <li><strong>Bioluminescent Kayaking</strong>
    <ul>
      <li>Magical and worth the 1.2-hour drive. Highly recommend this experience!</li>
      <li><a href="https://www.castinekayak.com/bioluminescence-trips.php">Castine Kayak Bioluminescence Trips</a></li>
    </ul>
  </li>
  <li><strong>Climbing Adventure</strong>
    <ul>
      <li>Challenging but exhilarating. Perfect for thrill-seekers!</li>
      <li><a href="http://acadiamountainguides.com/">Acadia Mountain Guides</a></li>
    </ul>
  </li>
  <li><strong>Sunset Sail</strong>
    <ul>
      <li>Cheesy but worth it—the best sunset I’ve ever seen. Drinks on board make it even better.</li>
      <li><a href="https://downeastwindjammer.com/activities/schooner-sunset-sail/">Downeast Windjammer Sunset Sail</a></li>
    </ul>
  </li>
</ul>]]></content><author><name>Peter Blanco</name></author><category term="travel-guides" /><summary type="html"><![CDATA[tl;dr An old guide to Acadia National Park on Mount Desert Island, Maine.]]></summary></entry></feed>