The agent successfully gathered core information about Code the Dream's mission, dual-arm structure, target audiences, and pricing from four working pages (homepage, about, CTD Learns, CTD Labs), assembling a coherent overview. However, the site lacks operational depth on admissions, outcomes, and funding—gaps the agent correctly identified rather than filled with speculation.

• ›The homepage and about page provided mission and positioning; the agent correctly synthesized the dual-impact model (education + impact tech) as the core differentiator, which was explicitly surfaced in step [3].
• ›CTD Learns and CTD Labs pages were discoverable via homepage links but sparse on operational details: no admission requirements, job placement rates, or specific skill prerequisites were published anywhere the agent reached.
• ›Pricing was straightforward (free for students, custom quotes for labs clients) and stated on fetched pages; the agent did not confabulate missing pricing details.
• ›Step [2] (programs URL) returned a 504 timeout and step [4] (students URL) returned 404, indicating site navigation or stability issues that forced the agent to rely on information from the four working pages rather than a dedicated admissions or programs portal.
• ›The agent correctly flagged the 2026 launch date ambiguity and the lack of curriculum specifics as gaps the site itself did not resolve, rather than inventing answers from model memory.