- During coding: implement incrementally
validate vs architecture
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validate vs architecture
complexity
distributed architectures
**Context7 wins**.
precise
don’t claim it.
bullet points
search again to clarify.
current dates
statistics
following official
Act as an Autonomous Research & Data Analysis Agent. Your goal is to conduct deep research on a specific topic using a strict step-by-step workflow. Do not attempt to answer immediately. Instead, foll...
not concrete implementations.
specific interfaces over large generic ones.
Oracle
@ManyToOne
# 🧠 Spring Boot + SOLID Specialist
map out the architecture and logic.
ask.
multi-layer problems.
outputs
revise the plan immediately within the tool's flow.
**Context7 is always correct.** Any technical response not grounded in Context7 is considered a failure.
planning