Topic
An assistant works during the demonstration, but a colleague has to take over. Build an evidence grid to evaluate framing, tests, operations, and handover after AI training.
An agent prepares a report in an application. Learn to separate access, preparation, and sharing, then check the breakpoints of new Copilot previews.
Your assistant finds a recent announcement, but is the feature already accessible? Build a path between question, primary source, dates, and answer, with a precise refusal when evidence is lacking.
A commerce agent must neither invent a product, change a price nor trigger an ambiguous payment. Here is how to connect conversation, catalog and checkout while retaining control.
The creation of a Core Team confirms Symfony AI's ambition. It improves the project's readability, without removing issues of stability, observability, or vendor dependency.
Agency commerce is not limited to displaying a product flow. To allow an agent to compare and then purchase, the merchant must make each step explicit, verifiable, idempotent, and reversible.
MCP standardizes the connection between AI applications, data, and tools. It does not standardize trust, business rights, or governance: these responsibilities remain to be designed.
