xpulse-xint-complementary-not-competitive-architecture
X-Pulse (Python, 3-phase discovery pipeline, Jaccard dedup, geo-proxy routing) and xint (TypeScript/Bun, 56 command families, direct X API v2) solve different problems. X-Pulse is the superior research engine; xint fills every gap (real-time monitoring, engagement, analytics, OAuth write ops). A unified skill routing table abstracts the two-tool architecture from the agent.