~Don't~ Repeat Yourself

Build, tweak, repeat

Put Your Own Logic Inside the Codex Agentic Loop

The article titled "Put Your Own Logic Inside the Codex Agentic Loop" discusses how to incorporate custom logic into Codex hooks, as described in the post on Towards Data Science.

I Vibe-Coded an App in Just Two Hours (And Regretted It the Next Day)

The article recounts a rapid, two‑hour app development experience that led to regret the following day. The author highlights a costly mistake that cost $52, suggesting readers can avoid a similar error. The narrative serves as a cautionary tale about hasty coding and its financial repercussions.

Prepare These 5 Assets Before Your AI Agents Take On More Work

How to define recurring work, give AI the right context, explain what high-quality work looks like, and decide where human judgment is still needed. The post Prepare These 5 Assets Before Your AI Agents Take On More Work appeared first on Towards Data Science .

Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

You "vibe coded" the import. Understand Adam's optimization dynamics, why it fails spectacularly, and how to fix it.

AI Made Me 5x Faster. It Also Made Me 5x Worse at My Job.

One near miss, four months of running agents, and the question almost nobody is asking: what are you supposed to do while the AI writes the code? The post AI Made Me 5x Faster. It Also Made Me 5x Wors...