Most content creators do not struggle with creativity. They struggle with chaos. Ideas live in five different apps, scripts are written from memory, research is done only when inspiration hits, and editing tools change every week. The result is not bad content, it is inconsistent content, and inconsistency is what kills growth on every platform. This post is for content creators, influencers, and...
TikTok Algorithm Design: Engineering Videos for the FYP
Most TikTok creators do not fail because they lack ideas. They fail because they design videos without understanding what the recommendation system actually measures. Reach on TikTok is not random, it is the direct output of a few very specific user behaviors that the algorithm can detect within the first few hundred impressions. This article breaks down the mechanics of TikTok distribution and...
Claude-Mem: Persistent Memory Across Claude Code Sessions
If you use Claude Code for serious development work, you have probably felt the friction of restarting a session and rebuilding context from scratch. Project conventions, architecture decisions, and previous debugging attempts disappear the moment the conversation ends. Claude-Mem solves this by giving Claude Code persistent, reusable memory that survives across sessions, so the assistant...
Superpowers Repo Tackles LLM Context Loss for AI Developers
Developers working with AI coding assistants are increasingly running into a familiar wall: context loss. As chat sessions grow longer, models drift, forget project structure, or produce inconsistent outputs, a problem that compounds quickly on anything beyond simple, single-file tasks. Superpowers Repo A GitHub project called Superpowers is gaining quiet traction as a structural fix, enforcing...
How Meta Advertisers Are Restructuring for Post-Andromeda
Performance marketers and ecommerce operators are increasingly discussing how to restructure Meta ad campaigns following changes associated with the platform’s so-called “Post-Andromeda” algorithm behavior. Meta Post The discussion centers around a common issue in Meta advertising: older campaign structures that previously scaled efficiently are reportedly becoming less stable under newer...
