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A tweet sharing 21 personally-tested methods for acquiring the first 100 users for a startup, SaaS, site, or AI agent, linking to a full resource.
Hector Serrano brought the creator-driven ad playbook from e-commerce into Wispr Flow's B2B SaaS growth strategy, attracting creators with a share of ad spend and helping the company grow revenue over 30x in a year, reaching a $2 billion valuation.
Every launched the Every Agent, an AI coworker that runs tasks in Slack, and shared how it helped the company respond to Railway's credential-exposure hack by tracking and replacing exposed API keys and passwords.
Zamzar celebrates 20 years as a bootstrapped, independent UK file-conversion SaaS, sharing milestones including 766 million files converted, 550 million users, and over 1 million API requests per day — all run by two brothers without venture capital.
Kevin Naughton Jr. shares how he solo-scaled his SaaS product to $10,000 MRR using AI tools.
OneDeploy 是一款开源应用一键部署服务，用户可从 105 款应用中选择并在几分钟内于专属服务器上运行，按小时计费并封顶月费，无按人头收费，自带 TLS、域名绑定和每夜加密异地备份。
Ars Technica reports on how beloved consumer apps like Evernote, Plex, and Quicken have sharply raised prices, with Bending Spoons' SEC filing revealing how it deliberately tested and squeezed loyal Evernote users to boost revenue.
Anthropic's S-1 filing reveals a cross-product ecosystem strategy—tying the Claude platform to first-party apps like Claude Code and Cowork—that has driven ~900% net revenue retention and growing enterprise adoption of its high-spend tiers.
An open discussion questioning how AI agents should be priced as they shift from usage-based models (per-seat, per-token) toward outcomes-based pricing, raising challenges around measuring outcomes, attributing value, and deciding what customers pay for.
Paul Graham comments on how established companies merely adapt to AI while new startups are AI-native, citing Podium as a rare example of a company that remade itself into an AI-native business, reaching $150M in AI ARR.
Podium 宣布跨过 1.5 亿美元 AI 年度经常性收入大关，联合创始人分享了公司三年前主动推翻原有软件业务、全面押注 AI agents 的转型历程，20,000 个 AI agents 已为客户创造超 130 亿美元收入。
Videco is an AI-powered tool that turns videos into full content campaigns, launched via Product Hunt.
A Chinese video breakdown of Retell, a Silicon Valley AI call software company: it reaches $80M in annualized revenue on just $4.6M in funding, and its business model is transitioning from per-minute call-handling fees to outcome-based pricing.
Notion Auto がリニューアルし、エージェントハーネスが再構築されて 24 時間以上のタスク実行が可能に。タスクごとに最適なモデルへ自動ルーティングし、Opus 5.5 相当の性能を約 90% 低コストで提供するほか、ChatGPT プラン接続、Notion MCP の刷新、新しいクレジット制を導入した。
AskDoozy 是一款嵌入 Slack 的 AI 助手，能在用户的数据库、Stripe、GitHub、Linear、PostHog、HubSpot 等系统中执行真实任务，并在对话串中返回结果及操作记录。
一篇观点文章论述 Claude Code 之后软件经济学的逆转：构建软件的边际成本趋近于零，而运行成本因 AI 进入关键路径而大幅上升，过去由工程资源稀缺塑造的产品设计范式（MVP、精益创业等）已经失效，但行业尚未跟上这一变化。
Elu, a product intelligence tool that detects bugs and UX friction from real user behavior, celebrates completing a16z Speedrun's 12-week program with $0 to $329K ARR, 800+ onboarded companies, and enterprise LOIs signed.
reception 是一款原生 iOS 应用内支持聊天 SDK，帮助开发者降低用户流失、获取 App Store 评论，并支持 AI 自动回复与团队统一收件箱，一行提示即可集成到 Swift、React Native 和 Expo 项目中。
A commentary contrasting Anthropic's $2T valuation with 35 combined sub-$1B SaaS companies, arguing the gap between AI hype and actual revenue-producing software has never been wider.
The author shares that their SaaS project going global received its first payment from a stranger before the project was even finished or promoted, simply by listing an early-bird price, and expresses deep gratitude for the confidence boost.