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<title>Bytes: The New Gorky Boy</title>
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<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;"><strong style="font-weight: 600;">Today’s issue:</strong> TanStack’s growing family, becoming a geriatric React Native developer, and late-stage capitalism strikes again.</p>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">Welcome to <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/n2hohquvz77o63i6hg/aHR0cHM6Ly9ieXRlcy5kZXYvYXJjaGl2ZXMvNTEy" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132344">#512</a>.</p>
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<div style="text-align:center;margin-bottom:36px">
<img width="80" src="https://bytes.dev/images/content/eyes.png" alt="Eyeballs logo" style="max-width: 100%;"><h2 style="font-family: Paytone One, sans-serif; font-size: 28px; margin-top: 10px; text-transform: uppercase;">The Main Thing</h2>
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<div class="bg-alt" style="background-color: #f5f5f5; border-radius: 16px; margin-bottom: 40px; max-width: 100%; padding: 24px; padding-bottom: 12px;">
<img src="https://bytes.dev/images/content/kid-cooking-baby.jpg" alt="A child gives a thumbs-up beside a toy oven with baby dolls on and inside it" width="600" style="border-radius: 5px; max-width: 100%;"><p style="font-family: Outfit, sans-serif; font-size: 17px; font-style: italic; line-height: 1; margin: 0; padding-bottom: 4px; padding-left: 24px; padding-right: 24px; padding-top: 10px; text-align: center;">Trying out the recipe for Grok 4.6 at my home lab<!-- --> </p>
</div>
<h3 style="font-size: 24px; margin-bottom: 0; padding-left: 24px; padding-right: 24px;">The New Gorky Boy</h3>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">It’s been 2 months since SpaceXAI agreed to acquire Cursor (a deal that was finalized today), and with <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/48hvh7um4xx26mbxh7/aHR0cHM6Ly94LmFpL25ld3MvZ3Jvay00LTY=" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132345">the release of Grok 4.6</a>, we’re starting to see the fruit of our <del>labor</del> data.</p>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">According to the “trust me bro” benchmarks, Grok 4.6 is at the current frontier, costs 1/10th as much as Fable 5, and is significantly faster. This is quite an accomplishment even if the benchmarks don’t reflect real-world usage. So the question is: did they cook, and if so, what’s the recipe? Let’s find out.</p>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;"><strong style="font-weight: 600;">The recipe</strong></p>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">Ingredients:</p>
<ul>
<li>Curated synthetic data</li>
<li>Cursor data (thank you for your contribution, comrade)</li>
<li>An improved optimizer</li>
</ul>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">Instructions:</p>
<ul>
<li>Cook for longer than previous models</li>
<li>Do some supervised fine-tuning for STEM</li>
<li>Add a dash of reinforcement learning for agentic tasks</li>
</ul>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;"><strong style="font-weight: 600;">The result</strong></p>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">The real question is how this model performs in real life. Thankfully, Eric Zakariasson from the Cursor team wrote down <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/wnh2h6uqe00oxxu7hx/aHR0cHM6Ly94LmNvbS9lcmljemFrYXJpYXNzb24vc3RhdHVzLzIwODc1NjY0NDcxNzg1NDc0OTQ=" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132346">some observations</a> about how it performs.</p>
<ul>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><strong style="font-weight: 600;">Short prompts:</strong> Apparently telling Gorky boy to “work harder” doesn’t work with this model. Instead, writing short prompts with clear preferences yields good results. Takeaway: the model has “good taste” (allegedly).</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><strong style="font-weight: 600;">Strict verification:</strong> Instead of giving it open-ended tasks, a prompt like <code style="font-size: 15px;">keep on iterating and verifying until it's production ready</code> will force the model to check its own work as it goes, leading to better outcomes.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><strong style="font-weight: 600;">Synchronous work:</strong> Because of the speed and intelligence of the model, Eric was able to stay in more of a flow state while working on a specific task, rather than following the add-context-and-wait approach most of us are used to.</p>
</li>
</ul>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;"><strong style="font-weight: 600;">Bottom Line:</strong> Ant and Ope are going to release models that push the frontier far beyond where Grok 4.6 is, but in the long run, fast + cheap + “smart enough” is probably what wins. Good job, Gorky.</p>
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<hr style="border: 0; border-bottom: 5px solid; border-color: #f5f5f5; margin-bottom: 100px; margin-top: 100px;">
<div style="text-align:center;margin-bottom:36px">
<img width="150" src="https://bytes.dev/images/content/blacksmith-logo-new.png" alt="Blacksmith logo" style="max-width: 100%;"><h2 style="font-family: Paytone One, sans-serif; font-size: 28px; margin-top: 10px; text-transform: uppercase;"><span>Our Friends <br class="mobile-break">(With Benefits)</span></h2>
</div>
<div class="bg-alt" style="background-color: #f5f5f5; border-radius: 16px; margin-bottom: 40px; max-width: 100%; padding: 24px; padding-bottom: 12px;">
<img src="https://bytes.dev/images/content/tired-babysitter.jpg" alt="A tired man holding a baby while seated in a chair" width="600" style="border-radius: 5px; max-width: 100%;"><p style="font-family: Outfit, sans-serif; font-size: 17px; font-style: italic; line-height: 1; margin: 0; padding-bottom: 4px; padding-left: 24px; padding-right: 24px; padding-top: 10px; text-align: center;">Me when I have to babysit the CI/CD pipeline<!-- --> </p>
</div>
<h3 style="font-size: 24px; margin-bottom: 0; padding-left: 24px; padding-right: 24px;"><a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/l2heh6ul8xxk62f6h0/aHR0cHM6Ly9ibGFja3NtaXRoLnNoL2NvZGVzbWl0aA==" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132351">Agents write the code. Someone still has to fix CI.</a></h3>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;">[code]smith is an AI agent that optimizes your CI for you — fixing failing builds, addressing reviews, and rewriting your workflows for speed or cost optimization.</p>
<ul>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><strong style="font-weight: 600;">Autofix failing PRs</strong> — with [code]smith, you never see a broken PR again.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><strong style="font-weight: 600;">Optimize your CI</strong> — flag over-provisioned jobs and rewrite workflows for speed and cost savings.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><strong style="font-weight: 600;">Build any feature</strong> — kick off [code]smith from a Slack message or delegate a ticket straight from Linear.</p>
</li>
</ul>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5; padding-left: 24px; padding-right: 24px;"><a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/l2heh6ul8xxk62f6h0/aHR0cHM6Ly9ibGFja3NtaXRoLnNoL2NvZGVzbWl0aA==" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132351">One click to get started</a>, and you’ll never push a “fix lint” commit again.</p>
<hr style="border: 0; border-bottom: 5px solid; border-color: #f5f5f5; margin-bottom: 100px; margin-top: 100px;">
<div style="text-align:center;margin-bottom:36px">
<img width="110" src="https://bytes.dev/images/content/cool-bits.png" alt="Cool Bits logo" style="max-width: 100%;"><h2 style="font-family: Paytone One, sans-serif; font-size: 28px; margin-top: 10px; text-transform: uppercase;">Cool Bits</h2>
</div>
<ol>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">The TanStack family grew again with <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/m2h7h6u3d44nmztmhq/aHR0cHM6Ly90YW5zdGFjay5jb20vaG90a2V5cy9sYXRlc3Q=" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132352">their latest <del>child</del> package, Hotkeys</a>, which provides a type-safe, framework-agnostic way to add keyboard shortcuts to your app.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">React Native <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/dphehmuelpp78gamh4/aHR0cHM6Ly9yZWFjdG5hdGl2ZS5kZXYvYmxvZy8yMDI2LzA4LzExL3JlYWN0LW5hdGl2ZS0wLjg3" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132353">released version <code style="font-size: 15px;">0.87</code></a>, which features a “strict” TypeScript API, a Metro update, and the realization that I’ll be in my 80s when they hit <code style="font-size: 15px;">1.0.0</code>.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">The new <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/e0hph0u78rrnq3h8h2/aHR0cHM6Ly9zdGV3YXJkc2hpcGxhYi5vcmcvaWRlYXMvYS1yZXNlYXJjaC1sYWItZm9yLW9wZW4tc291cmNlLw==" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132354">Software Stewardship Lab</a> is raising funds to help sustain the open-source maintainers and software supply chains the industry depends on. [sponsored]</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">Ben Vinegar created <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/7qh7h2u9rnn4wruzh6/aHR0cHM6Ly93d3cuaHVuay5kZXYv" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132355">Hunk, a terminal diff viewer</a> built to make reviewing agent code more manageable.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">Vicki Boykis wrote <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/owhkhwuw2qq8gqbvhr/aHR0cHM6Ly92aWNraWJveWtpcy5jb20vMjAyNi8wOC8xMi93cml0ZS1mb3ItcGVvcGxlLw==" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132356">an essay about AI-generated PR descriptions</a> and why you, sir / ma’am, should just write it yourself.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">Nathan Sobo wrote about <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/z2hgh7ueqlldpmiph0/aHR0cHM6Ly96ZWQuZGV2L2Jsb2cvc29mdHdhcmUtY3JhZnRzbWFuc2hpcC1pbi10aGUtZXJhLW9mLXZpYmVz" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132357">software craftsmanship in the era of vibes</a>.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/p8hehqu4nqq7gefqh3/aHR0cHM6Ly9vcGVucm91dGVyLmFpLz91dG1fc291cmNlPWZpcmVzaGlwJnV0bV9tZWRpdW09dmlkZW8mdXRtX2NhbXBhaWduPTIwMjYtMDlfZGV2LXNwb25zb3JzaGlwcyZ1dG1fY29udGVudD1kZXNjcmlwdGlvbg==" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132358">OpenRouter gives you one API to access 400+ models</a>. You get better prices, better uptime, and no subscriptions to worry about. [sponsored]</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;"><a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/x0hph3ue5qq79gt5hl/aHR0cHM6Ly9hcGktZG9jcy5kZWVwc2Vlay5jb20vcXVpY2tfc3RhcnQvcHJpY2luZy8=" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132359">DeepSeek got a lot more expensive</a>. I thought inference was free in China wtf.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">Florian Herrengt wrote about <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/6qhehoulm992ovfohk/aHR0cHM6Ly9ibG9nLmZsb3JpYW5oZXJyZW5ndC5jb20vYWktcmVtb3ZpbmctbWlkZGxlLWNsYXNzLXNvZnR3YXJlLWVuZ2luZWVyaW5nLmh0bWw=" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132360">the disappearing middle class in software engineering</a>. Late-stage capitalism is coming for everything smh.</p>
</li>
<li>
<p style="font-family: Outfit, sans-serif; font-size: 19px; line-height: 1.5;">Lea Verou explains why you can skip <a href="https://c5e21242.click.convertkit-mail.com/lmu4943dvvtmhnd0084a6h8d8dl8lhgh2xvw/kkhmh2unkxx9mdclh7/aHR0cHM6Ly9sZWEudmVyb3UubWUvYmxvZy8yMDI2L2RhcmstbW9kZS10b2dnbGVzLw==" style="color: #12b5e5; font-weight: 600; text-decoration: underline;" url-id="1878132361">the tri-state toggle for “dark mode”</a> on your personal site. And no, it’s not because no one visits it, but that’s also true.</p>
</li>
</ol>
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