Reddit Column
Discover trending topics and business opportunities in Reddit communities.
View all →Leverage content and data to systematically find web traffic opportunities
Focus on SEO, channel growth, and product validation. Three columns: Reddit, YouTube, Twitter — tracking creators and trends.
YouTube Column
Follow content growth experts and learn video marketing strategies.
View all →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)
Latest posts
Loop Engineering Deep Dive: Stop Prompting — Design the Loop That Runs Your AI Agent Autonomously
A complete analysis of Loop Engineering — Cobus Greyling AI agent loop engineering framework. Core idea: you don't need to prompt AI anymore. Design a system that prompts AI automatically. 5 building blocks + Memory/State, 7 production patterns, progressive autonomy L1-L3, full tool ecosystem.
· TopDigg Research Team
GOAL.md Deep Dive: A Minimal Framework for Autonomous AI Code Improvement — Just Give It a Number
A complete analysis of GOAL.md — a file format from AutoHarness that lets AI agents autonomously improve code. The core idea: write a scoring script that outputs a number, write a GOAL.md file, and let the agent figure out how to make the score go up.
· TopDigg Research Team
sentrux Deep Dive: The AI Agent Architecture Sensor — Closing the Feedback Loop for Recursive Self-Improvement of Code Quality
A complete analysis of sentrux — a real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust single binary, zero runtime dependencies, 52 languages via tree-sitter plugins. Live treemap visualization, 5 root cause metrics, MCP server integration, TOML-based rules engine, and CI quality gates.
· TopDigg Research Team