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Cyprien Hallé

@cyphalle.bsky.social
793 followers 5.6K following 14 posts

CPTO at darwindata.ai Nature Risk Platform | Biodiversity | B2B SaaS "I have no special talent, I am only passionately curious" Github: github.com/cyphalle Linkedin: www.linkedin.com/in/cyprien-halle

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Cyprien Hallé @cyphalle.bsky.social · 12/10/2026
Spreading physical assets over three continents assumes their bad years do not coincide. For a large share of climate risk, they do. El Niño is the best documented case: drought in Indonesia and Australia, floods in Peru, a weak Indian monsoon, all in the same year.
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Cyprien Hallé @cyphalle.bsky.social · 08/10/2026
Our code review got faster in a year. That is the number that worries me most. Sept 2025 vs Sept 2026: merged PRs 125 → 884, median PR 133 → 432 lines, mean time to merge 37h → 17h. Same three main reviewers.
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Cyprien Hallé @cyphalle.bsky.social · 20/02/2026
Clauding on the go Opus 4.6, full repo context — from my iPhone. Comment "setup" and I'll DM you the stack. #claudecode
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Cyprien Hallé @cyphalle.bsky.social · 12/02/2026
Le 12 février 1809, Charles Darwin naissait. Aujourd'hui, on lance Charles — l'IA intégrée à Darwin. Il lit vos résultats biodiversité, les interprète, recommande des actions, crée des scénarios et mesure l'impact. Bêta privée ouverte → DM.
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Cyprien Hallé @cyphalle.bsky.social · 05/02/2026
81M€ d'exposition financière aux risques nature. Sur une seule entité Le problème des analyses biodiversité aujourd'hui : des matrices rouge-orange-vert. Pas des chiffres actionnables. Un DAF ne peut rien faire d'un "risque élevé" sans montant. #biodiversité #TNFD #naturerisks
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Cyprien Hallé @cyphalle.bsky.social · 03/02/2026
A food company depends on pollination more than a cement plant. Obviously. But how much? Where in the value chain? Darwin now maps 20+ ecosystem services by scope & supply chain depth. Finding: the most critical dependencies are rarely the ones you'd guess. #biodiversity #natureRisk
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Cyprien Hallé @cyphalle.bsky.social · 01/02/2026
Nature risk isn't one-size-fits-all. A site in Spain and one in Brittany face different realities — water stress, ecosystems, climate hazards. That's why Darwin layers georeferenced data: Aqueduct 4.0, IPCC CMIP6, WWF ecoregions, soil quality... Context > averages.
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Cyprien Hallé @cyphalle.bsky.social · 23/01/2026
⚠️ NATURE RISK ALERT Fines up to 4% of EU revenue. Public procurement bans. Goods seizure.
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