A senior engineer quit after spending eight months reviewing AI-generated code instead of building, telling her manager she was burned out from being a 'verification layer for an agent.' The manager, …
A solo operator built a $6,000/month ad copywriting business in 90 days using Claude, turning a 10-hour task into a 2-hour workflow. The model layers active retainers with passive income from digital …
A developer's analysis shows that upgrading AI models can simultaneously improve speed and reduce costs, challenging the assumption that better performance requires higher spending. The article detail…
Real founders built six- and seven-figure AI automation businesses without coding, with case studies showing revenue from $25K to $2.7M ARR. Marcus, a bookkeeper, grew a solo operation to $25K ARR in …
A developer built a fully local AI agent that reads Slack messages and Gmail emails every morning and generates a prioritized daily summary using the Hermes3 open-source model running on Ollama. The a…
A developer detailed how the AI agent control loop—observe, decide, act, check, repeat—operates in production, using a multi-turn order cancellation case to illustrate the process. By turn four, three…
This article is a practical, production-oriented guide to building AI agents, focusing on engineering patterns rather than hype or specific products. It explains why agent demos often fail in producti…
The article explains that an AI agent is defined not by the intelligence of its underlying model, but by the structural system built around it, which includes a loop that allows the model to observe, …