MCP është bërë standardi për të lidhur asistentët AI me sistemet reale të një biznesi. Ja çfarë bën një server MCP, ku e shlyen veten dhe si ndërtohet në mënyrë të sigurt.
The fastest road to superintelligence runs through AI doing its own research. Here is how far recursive self-improvement has actually got in 2026, and where it is stuck.
Superintelligence went from a philosophy term to a headline in one month. Here is what it means, where AI actually is today, and what a builder should take from it.
For most business RAG systems, the vector database you already have is the right one. Here is how I choose between pgvector, Pinecone, Qdrant and Redis — and what matters more than the choice.
"It seems to work" is not a test. Here is the small, boring evaluation setup that tells you whether your RAG system is getting better or worse with every change.
Most bad RAG answers are not a model problem — they are a chunking problem. Here are the chunking strategies I use in production, and the defaults I start from.
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.
