Manon Briffaut

About

Payment and Cash Management industry for +8 years Worked with multi-cultural teams in Hong Kong, Germany, Morocco and France Team Spirit and Excellent Relational Skills Career and Management Systemic Coach Certified Project Manager AML, AFC, KYC Regulatory Requirements Specialist Operational Risk Manager Data Visualisation and Analysis Skills Controlling Management and Financial Planning skills ... and more !

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Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Forums

How much do you actually trust an AI-written job-match score?

Working on scoring candidates against job postings with AI, and I keep going back and forth on this: a bare percentage feels untrustworthy no matter how good the model is, but a full paragraph of reasoning is too slow to skim across 50 profiles.

Landed on a point-by-point checklist (what's met, what's missing) as a middle ground, but curious how others handle this. If a tool told you "73% match," would you trust it without seeing why? Where's the line between useful signal and noise for you?

5h ago

Which months have worked best for you when launching a product on Product Hunt?

First of all, I have to say how happy I am to see that even the hot summer months aren t stopping you from launching.

At least the platform is still alive and kicking!

I audited an AI-written billing service. 22 findings, 10 critical. None of them threw.

I audited an AI-written billing service this week. 22 findings, 10 critical.

None of them crashed. All returned 200. Four that stuck with me: an auth check that silently lets anyone in when one env var is missing, SQL injection in the one query that wasn't parameterized, a broken permission boundary so anyone can attach a charge to a workspace that isn't theirs, and a Stripe retry that double-grants seats because there's no idempotency check anywhere.

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