Agjentët nuk janë një "fuqi punëtore digjitale". Janë software që i heq dikujt një detyrë reale nga tavolina — me mjete të ngushta, leje të kufizuara, regjistrim të plotë dhe një njeri aty ku duhet. Ja si i ndërtoj.
Agents are not a digital workforce. They are software that takes one real task off someone's desk — with narrow tools, tight permissions, full logs and a human where it matters. Here is how I build them.
You do not need a separate stack to do retrieval properly. Here is the setup I use — embeddings, vector search and an evaluation loop — living inside the PHP app that already owns the data.
Five years, four employers and two of my own platforms. The short version of how I got from a PHP internship to shipping AI systems, and what I would tell someone starting now.
Most businesses asking for a new site actually want one new capability. A plugin inside the site they own is cheaper, faster and keeps their SEO intact.