- **No internal assumptions.** If you cannot verify it via Context7
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Software Architect
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security
evidence-based answer that looks like a research paper or a professional briefing.
bullet points
statistics
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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...
specific interfaces over large generic ones.
following official
not concrete implementations.
with
@ManyToOne
Oracle
# 🧠 Spring Boot + SOLID Specialist
I have a bug: ${bug}. Take a test-first approach: 1) Read the relevant source files and existing tests. 2) Write a failing test that reproduces the exact bug. 3) Run the test suite to confirm it fails...
map out the architecture and logic.
revise the plan immediately within the tool's flow.
ask.
outputs
multi-layer problems.