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previous day's adventure Some people learn to swim by reading a book. Others get pushed into the deep end. Today was both. Somewhere in the middle, a lifeguard(Polar) showed up. Today the goal was simple on paper. Learn the Lightning Network, understand how it works and continue with the setup. The
Translation APIs have become a core building block for modern applications. Whether you're building a multilingual SaaS, localizing an e-commerce store, powering customer support, or translating user-generated content, choosing the right translation API can significantly impact both quality and oper
Most translation API tutorials focus on translating a sentence or two. Real-world applications are very different. Developers often need to translate: Blog posts Technical documentation Product catalogs Customer support tickets Knowledge bases E-books Research papers These documents can easily excee
I’ve been building scrapers for years. CSS selectors, XPath, regex — I’ve written thousands of lines of code just to pull product names and prices from e-commerce sites. Every new site meant a new set of selectors. Sometimes the HTML would change slightly and my entire script would break. It was exh
App OAuth bypasses the signup captcha but not the email confirmation interstitial. That one sentence is the ceiling for autonomous Mastodon account provisioning right now. The setup: I was expanding @arihantdeva across Mastodon instances, filtering for English tech generalist communities that are br
You've built a working AI agent. It runs locally. It handles tool calls. It reasons through problems. You demo it to your team and everyone's impressed. Then someone asks: "What happens when we deploy this to production?" That's when reality hits: agents in production aren't like stateless web servi
結論（おすすめ1つ） 静的サイト・JAMstack 中心で帯域コストを抑えたいなら Cloudflare Pages への移行を勧める。理由は3つ。Cloudflare はビルド成果物の配信帯域に課金しない設計で大量アクセス時のコスト見通しが立てやすいこと、Workers と統合してエッジ実行を同一プラットフォームで完結できること、独自ドメイン配下の DNS・CDN・WAF を一元管理できることだ。逆に Next.js の ISR や Image Optimization、Server Actions を全面的に使い込んでいるなら Vercel 残留が無難で、無理な移行はコスト増になる。 項目
結論（おすすめ1つ） 迷ったら Render に乗り換えるのが無難です。理由は3つ。Heroku に最も操作感が近く（git push デプロイ・buildpack 互換）学習コストが小さいこと、Web/DB/cron/Worker を1サービスで完結でき構成が散らからないこと、render.yaml でインフラをコード管理できて再現性が高いことです。スピード重視で小さく始めるなら Railway、Docker前提で低レイテンシな常時稼働が要るなら Fly.io を検討します。 項目 Render Railway Fly.io 料金 従量＋固定プラン（公式の料金ページで要確認） 従量課金中心（
I shipped 61 AI products this year. 26 are MCP servers. 61 npm packages. 0 employees. Here is the actual math. Idea to MCP server scaffold to npm publish to Smithery listing to Stripe payment link to ship. Each step automated via AI ops engineer. Time per product: ~90 seconds. Every MCP server ships
結論（おすすめ1つ） 軽量で乗り換えコストを抑えたいなら Bruno を推す。理由は3つ。リクエストをプレーンな .bru テキストで管理しGitに素直に乗る、ローカル完結でアカウント必須クラウド同期に縛られない、Postmanコレクション(v2.1)のインポートに対応し移行が現実的。 ツール 料金 無料枠 移行コスト(Postmanから) 対応(コード生成/言語) Bruno 公式の料金ページで要確認(コアはオープンソース/ローカル無料) あり(ローカル機能はアカウント不要) 低: コレクションv2.1インポート可 curl/JS/Pythonほか多数 Hoppscotch 公式の料金ページ
I got frustrated that school covers personal finance for one semester and most kids forget it by graduation. So I spent the last several months building Finly — a free financial literacy platform for kids ages 8-17. 90+ lessons across budgeting, credit, taxes, investing, and finance careers (IB, VC,
All tests run on an 8-year-old MacBook Air. All results from shipping 7 Mac apps as a solo developer. No sponsored opinion. I've shipped 7 paid Mac apps. Monthly AI spend: $0. Here's the exact stack, what each tool does, and where the limits are. Layer Tool Cost Code autocomplete Ollama + qwen2.5-co
EOFY is upon us, and some of the biggest fitness brands have already started discounting their gym gear, accessories and more.
Samsung's upcoming wide-format Galaxy Z Fold, most recently believed to be called Galaxy Z Fold8 (while the successor in form to the Galaxy Z Fold7 would be the Galaxy Z Fold8 Ultra), has now been certified for sale in India by BIS. It has the model number SM-F971B. The certification doesn't reveal
OmniGroup’s legendary outlining tool just got even more useful and accessible to users around the world, with expanded localization support across Mac, iPad, iPhone, and Apple Vision Pro. Here are the details. more…
Your agent demo took an afternoon. The reason it isn't in production nine months later has nothing to do with the model. I've watched this play out at four companies now. Someone wires up a tool-calling loop, points it at a slick use case, and records a screen capture where the agent books a meeting
This article was originally published on devopsstart.com. I'm cross-posting it here to share valuable insights with the Dev.to community on monitoring Kubernetes pods. When you are working with Kubernetes, you often need to see what is happening to your pods in real time. For instance, you might hav
I've spent 35 years in IT operations. I worked Y2K remediation at Allstate, spent 2006-2014 inside Microsoft's cloud delivery organization, contributed to the Microsoft Operations Framework 4.0, and founded (and later exited) Leeward Business Advisors, an Inc. 5000 managed services firm. I have buil
I just shipped a 12-part video series on cloud economics - depreciation schedules, lock-in, licensing disputes, bundling cases. The kind of material where one sloppy sentence gets you a lawyer's letter, and one unsourced number gets you dismissed as a crank. So before writing a single script, we bui
It’s 2 AM. The CI pipeline has just failed — again — because of E2E test timeouts. You open the Allure report and see that 47 out of 50 test cases were stuck on the login page for over 8 seconds. Your team is writing automated tests with Playwright, but every single test goes through the entire logi
