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<h1><strong> TLDR Dev <span id="date">2025-11-10</span></strong></h1>
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If slow QA processes bottleneck you or your software engineering team and you're releasing slower because of it — you need to check out QA Wolf.<p></p><p>They get engineering teams to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2Fhow-it-works%3Futm_source=tldrwebdev%26utm_medium=newsletter%26utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20251110-None_Experiment-FALSE%26utm_term=cta-ScheduleADemoToLearnMore%26utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutQACyclesFromHoursToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20251110_v1_/1/0100019a6daa3fbf-171791ea-9099-4afb-9555-7c3fdf362581-000000/tDaEt4V6WrBujppEihY-Rr4N3NDuV6KapoYkJhPG3n8=430" rel="noopener noreferrer nofollow" target="_blank"><span>80% automated end-to-end test coverage</span></a> and help them <strong>ship 5x faster </strong>by reducing QA cycles from hours to minutes.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2F%3Futm_source=tldrwebdev%26utm_medium=newsletter%26utm_campaign=ACQ_All_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20251110-None_Experiment-FALSE%26utm_term=body-QAWolf%26utm_content=CutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutQACyclesFromHoursToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20251110_v1_/1/0100019a6daa3fbf-171791ea-9099-4afb-9555-7c3fdf362581-000000/QBQbUeiDLFuwpvtF9SDdfzA3nj0_KLwgP5CYHxXrL24=430" rel="noopener noreferrer nofollow" target="_blank"><span>QA Wolf</span></a> takes testing off your plate. They can get you:</p>
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Assessing AI prototyping isn't just about "which tool is best?" It's "what helps make confident decisions fastest?" <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fresources%2Fai-prototyping-landscape-guide%2F%3Futm_campaign=glb-26q4-nsp-wp-c3_o2-prototypes_product_guide%26utm_source=tldr%26utm_medium=paidmedia%26utm_content=sponsorship%26src=-tldr_glb/2/0100019a6daa3fbf-171791ea-9099-4afb-9555-7c3fdf362581-000000/oCq7umdXYvaMZsa-2ASoZjU-S2bckpFI67X3wTcOYik=430" rel="noopener noreferrer nofollow" target="_blank"><span>Miro's guide</span></a> provides a<strong> framework</strong> <strong>+ scorecard</strong> so you can commit resources confidently — plus a method for turning early ideas into editable prototypes, before committing to code. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fresources%2Fai-prototyping-landscape-guide%2F%3Futm_campaign=glb-26q4-nsp-wp-c3_o2-prototypes_product_guide%26utm_source=tldr%26utm_medium=paidmedia%26utm_content=sponsorship%26src=-tldr_glb/3/0100019a6daa3fbf-171791ea-9099-4afb-9555-7c3fdf362581-000000/8NaHpudhu2BK5Bw_KuaFrUPjgZzLaDxDYNco-i8Q0DY=430" rel="noopener noreferrer nofollow" target="_blank"><span>Get the guide</span></a>.
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<span>
<strong>Valdi (GitHub Repo)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Valdi is a cross-platform UI framework developed by Snapchat designed to deliver native performance without sacrificing developer speed. It allows developers to write UI code once in TypeScript, which is then compiled directly into native views for iOS, Android, and macOS. Valdi has automatic view recycling, optimized component rendering, and a C++ layout engine for better performance.
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<strong>MarkoJS (Website)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Marko is a declarative, HTML-based language that extends standard HTML to enable building dynamic and reactive user interfaces. It prioritizes performance with features like streaming, an optimizing compiler, and granular hydration.
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<strong>Ribir (GitHub Repo)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Ribir is a non-intrusive Rust GUI framework that enables building cross-platform applications from a single codebase. The framework has a declarative language using Rust macros, a widget composition system, a layout system inspired by Flutter, and a theme system.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<span>
<strong>Leaving Meta and PyTorch (8 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
After eleven years at Meta, including nearly eight years working on PyTorch, which he co-founded, Soumith Chintala is leaving to pursue something new and smaller, driven by curiosity and the desire to avoid regret. He's confident in PyTorch's future, as a capable and value-aligned team is in place to guide its continued evolution.
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<strong>AI isn't replacing jobs. AI spending is (6 minute read)</strong>
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Despite claims of AI-driven job displacement, AI is not the primary cause of recent layoffs. Tech sector layoffs are more likely due to factors like over-hiring during the pandemic and financial stress from massive AI infrastructure spending that isn't generating enough revenue. Companies are using AI as a convenient excuse for cost-cutting measures when faced with financial pressures.
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<h1><strong>Quick Links</strong></h1>
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<strong>Reverse engineering Codex CLI to get GPT-5-Codex-Mini to draw me a pelican (8 minute read)</strong>
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OpenAI's open-source Codex CLI tool was reverse-engineered using Codex itself to create a command that allows direct prompting of the GPT-5-Codex-Mini model, ultimately getting it to (poorly) generate an SVG of a pelican riding a bicycle and uncovering the API endpoint used by the tool.
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<strong>From web developer to database developer in 10 years (6 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
After years as a web developer and manager, the author transitioned to a database developer role at EnterpriseDB by pursuing side projects, community involvement, and networking, landing a position focused on Postgres extensions.
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<span>
<strong>Work, After Work: Notes From an Unemployed New Grad Watching the Job Market Break (19 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
A new computer science graduate describes the current job market as broken due to automation and the rise of AI, which are thinning out entry-level positions and pressuring individuals to become exceptional "out of distribution humans" to compete with AI.
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<span>
<strong>Apple is crossing a Steve Jobs red line (4 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Apple, under Tim Cook, is betraying Steve Jobs' core principle of prioritizing customer experience over profit by introducing advertising into its products like Apple Maps and the App Store.
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