AI compresses the manual work that consumed POs for years. A senior architect on taxonomy cleanup, BDD prototyping, and the shift to Impact Technology.
Legacy systems aren’t failures—they’re survivors. A senior architect’s case for evolutionary modernization over rip-and-replace.
Model Context Protocol (MCP) tools give AI agents direct access to production databases, internal APIs, and third-party platforms. But most teams deploying MCP today have no answer to a simple question: who authorized that tool call?
What senior engineers actually learn when they embed AI into daily development: from killing the cold start to the 3,000-test migration.
Explore the OWASP Top 10 for LLMs and learn how to identify, prioritize, and mitigate key AI risks including prompt injection, data leakage and tool misuse.
Learn how AI strategy and roadmap assessments fix data readiness, move pilots to production, define success KPIs, and deliver measurable business ROI.
