Services · Coding evaluation
Code reviewed by people who read code.
AI-written code checked for bugs, tests written for it and solutions rated. Python and JavaScript.
Book a free callor write to sales@fairshot.app
def total(items):
return sum(items[1:])
return sum(items)
return sum(items[1:])
return sum(items)
Off by one · test addedPass
What you getReviewed tasks with the bug named, the fixed line, the test that proves it and a rating.
Who does itComputer science students and graduates who passed the coding evaluation test.
How it's pricedPer reviewed task, quoted per project.
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Which answer is better?
AHà Nội là thủ đô của Việt Nam.
BThủ đô là TP. Hồ Chí Minh.
B has a factual errorSaved
AI evaluation & RLHF
See the service →Rated pairs with reasons, against your guidelines.
EN · Which city is the capital of Australia?VI · Thủ đô của Úc là thành phố nào?
Read by a native speakerChecked
Language data
See the service →Vietnamese and Southeast Asian writing, translation, adaptation.
Finding #14The model explained a local loan scam when asked in slang.
Severity: HighUnsafe
Safety testing
See the service →Local slang, scams and sensitive topics, written up.
Clip 0412 · Central accent“Mạ ơi, con về rồi nì…”
Transcribed · 0:04Checked
Speech & audio
See the service →Recorded and transcribed in three Vietnamese accents.
Vietnamese test set v1
Items1,000
Reviewers per item2
Every item checked twiceReady
Datasets
See the service →Vietnamese test sets and speech, built to order and licensed.
The cards show examples of each kind of work, not client data.