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Posted inBlog

Three Levels of Agent Review: Catching Errors Before They Reach People

For most of 2024 and early 2025, the typical use of an AI agent was low-stakes enough that a wrong answer was just an annoyance. We asked agents to summarize,…
Posted by Giuseppe Basile October 14, 2026
Posted inBlog

The Build Is No Longer the Bottleneck: Lessons From a Solo AI SaaS Sprint

The Stack Has Changed. The Discipline Hasn't. For most of software's history, the build was the bottleneck. An idea could sit in a notebook for months, waiting for enough engineering…
Posted by Giuseppe Basile August 12, 2026
Posted inBlog

Stop Guessing. Here Is How to Actually Test a Cheaper Model.

For a long time, the way most of us evaluated a cheaper model was roughly this: run a few prompts, compare the outputs to what we were used to, and…
Posted by Giuseppe Basile July 29, 2026
Posted inBlog

The One-Minute Test That Tells You Which AI Mode to Use

A common pattern with AI agents mirrors how most people treat a gym membership: signing up, feeling good about having access, and rarely dispatching them to do anything meaningful. A…
Posted by Giuseppe Basile May 29, 2026

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