A social media post is circulating that recommends asking Claude, Anthropic's AI assistant, to act as a senior software architect and attack a project plan before any code is written.
AI-assisted design review · Claude
Ask an AI to attack your architecture before you write a line of code
A shared prompt tip proposes having Claude act as a senior software architect and list weaknesses, security risks, scaling problems, and unnecessary complexity in a project plan, ranked by severity. It is a low-cost first-pass review, not a replacement for human judgment.
The workflow
Four steps, repeated until the critique stops surfacing new issues
STEP 1
Describe the project
Write the plan, goals and constraints in the prompt.
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STEP 2
Ask for an attack
Request architectural weaknesses, security risks, scaling problems and needless complexity.
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STEP 3
Rank by severity
Serious problems surface first, so they get fixed first.
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STEP 4
Verify the findings
Check each issue against real requirements and established review practice.
Where it helps
Gives a quick, structured critique at any hour.
Useful for solo developers and small teams without a dedicated architect.
Catches design flaws early, when they are cheap to fix.
Ranking puts the most serious problems at the top.
Where it falls short
The critique depends entirely on the description it receives.
Missing constraints can produce generic or wrong feedback.
Plausible-sounding problems may be stated with unwarranted confidence.
The tip offers no benchmarks or case studies on how often it improves outcomes.
The key takeaway
The critique is only as good as the context you give it.
Before trusting the ranking, include:
Traffic volumes
Regulatory requirements
Existing systems
Key constraints
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