Twitter Column
Follow growth hackers and entrepreneurs, catch traffic trends.
- Sahil Bloom (@SahilBloom)
- Julian Shapiro (@Julian)
- Brian Lovin (@brian_lovin)
- Lenny Rachitsky (@lennysan)
- Andrew Chen (@andrewchen)
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Tweet Scorer
25 signals × real-time scoring. Validate before posting.
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Leverage content and data to systematically find web traffic opportunities
Focus on SEO, channel growth, and product validation. Centered on deep Twitter analytics — tracking top creators and trends.
Latest posts
DeepSeek-Bot Deep Dive: Turning DeepSeek Harness into an AI Team with Long-Term Memory
A deep dive into the open-source DeepSeek-Bot project: a long-running AI Bot team built on DeepSeek Harness. Covers the project overview, context steward, handoff tree, three-tier permission model, memory architecture, and a full install and deployment tutorial.
· 瑞哥观势
Tev Deep Dive: Manufacturing Data with a latent world, Training Long-Horizon Agents with Dense Rewards
A deep analysis of the Tev paper jointly published by Adobe Research and UCLA: from latent-world-first environment synthesis, to a breakdown of 1,170 verifiable long-horizon task environments, Progress-Potential Reward Shaping (PPRS), and how Tev-27B matches GPT-6 Astra and Claude Opus 5 on ALE-CM. Includes a complete method reproduction tutorial and an analysis of its design philosophy.
· 瑞哥观势
DeepInfer深度解析：DeepSeek的自研推理引擎，藏着什么信号？
DeepSeek 开源内部推理引擎 DeepInfer，Apache 2.0 协议。本文拆解其三层架构、KV缓存管理、prefill/decode分离与负载均衡设计，解读这次开源释放的真正信号。
· 瑞哥观势
Latest AI Products
View all →UpLinked B.V. Analysis: How a LinkedIn Content Strategy Tool Achieves $4K MRR
UpLinked B.V. is an AI LinkedIn content strategy tool for B2B coaches, consultants and agencies, generating ~$4K MRR. This article analyzes its business model, user value, product strategy and monetization mechanism.
UpLinked B.V.AI LinkedIn Content Strategy
$0 ARR Immersive Entertainment Platform: Deep Dive into OUT23 Digital Escape Room
OUT23 is an Argentine digital escape room platform founded in June 2025 with $0 MRR, $0 lifetime revenue, yet owning 5 original escape rooms, a full enterprise solution, and a creator marketplace blueprint. This report dissects its product design, monetization paths, user profiles, and reproducible core logic.
OUT23Immersive Digital Entertainment / Enterprise Team Building SaaS
$14,917/Month: How a Brandless AI Website Builder Hit $1M+ ARR with Zero Paid Traffic
An anonymous AI website builder, founded in 2021, zero paid traffic, 1,000+ paying subscribers, $1.1M+ lifetime revenue, 40% profit margin, listed at $160,000. This report deeply analyzes its product design, monetization strategy, user profiles, and reproducible revenue logic.
Anonymous AI Website BuilderAI Website Builder / No-Code SaaS