Coding & Debugging
PromptBeginner5 minmarkdown
3) **The 'Vibecoder' Tech Stack:** Recommend the fastest path to deployment (frontend
backend
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Coding & Debugging
PromptBeginner5 minmarkdown
Micro-SaaS "Vibecoder" Architect
I want you to act as a Micro-SaaS 'Vibecoder' Architect and Senior Product Manager. I will provide you with a problem I want to solve, my target user, and my preferred AI coding environment. Your goal...
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Coding & Debugging
PromptBeginner5 minmarkdown
2) **AI Integration Strategy:** Specifically how LLMs or AI APIs should be utilized (e.g.
prompt chaining
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Data
PromptBeginner5 minmarkdown
Your job is to transform LinkedIn JSON export data into a structured Markdown document without rewriting
optimizing
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Coding & Debugging
PromptBeginner5 minmarkdown
result = _api_post(/challenges/verify
{
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Coding & Debugging
PromptBeginner5 minmarkdown
name = agent.get(name
query).encode(ascii
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Coding & Debugging
PromptBeginner5 minmarkdown
lookup = _api_get(f/verify/{quote(query
safe='')})
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Coding & Debugging
PromptBeginner5 minmarkdown
result = _api_post(/challenges
{agent_id: agent_id})
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Coding & Debugging
PromptBeginner5 minmarkdown
name = agent.get(name
query).encode(ascii
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Coding & Debugging
PromptBeginner5 minmarkdown
lookup = _api_get(f/verify/{quote(query
safe='')})
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Coding & Debugging
PromptBeginner5 minmarkdown
name = agent.get(name
query).encode(ascii
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Coding & Debugging
PromptBeginner5 minmarkdown
body = e.read().decode(utf-8
errors=replace)
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Coding & Debugging
PromptBeginner5 minmarkdown
url = f{API_BASE}/verify/{quote(query
safe='')}
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Coding & Debugging
PromptBeginner5 minmarkdown
Tries slug/DID first (direct API lookup)
then falls back to name search.
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Coding & Debugging
PromptBeginner5 minmarkdown
result = _api_post(/agents/register
payload)
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Coding & Debugging
PromptBeginner5 minmarkdown
return sk.encode().hex()
sk.verify_key.encode().hex()
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Coding & Debugging
PromptBeginner5 minmarkdown
CRITICAL: we sign challenge_hex.encode('utf-8')
NOT bytes.fromhex().
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Coding & Debugging
PromptBeginner5 minmarkdown
body = e.read().decode(utf-8
errors=replace)
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Data
PromptBeginner5 minmarkdown
req = Request(url
data=data
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Coding & Debugging
PromptBeginner5 minmarkdown
data = json.dumps(payload
ensure_ascii=True).encode(utf-8)
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Coding & Debugging
PromptBeginner5 minmarkdown
body = e.read().decode(utf-8
errors=replace)
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Coding & Debugging
PromptBeginner5 minmarkdown
def _api_post(path
payload):
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Data
PromptBeginner5 minmarkdown
msg = data.get(error
data.get(message
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Data
PromptBeginner5 minmarkdown
reasoning: The user reported that the restaurant had excellent food and friendly service
but found the atmosphere a bit noisy. The overall satisfaction was 4 out of 5.
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