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Send a clean problem statement
The fastest progress happens when the message includes the constraint: data size, file types, runtime, memory behaviour, and what “correct output” means.
Message builder
Select intent, pick scope, and choose the main symptoms. The preview updates live.
Medium
memory growth
slow runtime
type drift
join issues
slow writes
random failures
cost growth
Quick question (email)
hello@largedatanotes.com
For small questions, send a short email using the address above. For project work, use the builder and preview on this page.
Preview
This is the message that gets copied. Keep it short and measured.
Message
Why this format works
- constraint first (size, runtime, memory)
- symptom second (what is observed)
- output definition (what correctness means)
- extras last (links, logs, environment)