Over-engineering feels productive but costs teams 42% of their time. A senior architect on the linguistic tax, misaligned incentives, and user empathy.
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.
