Topic

#data-integrity

3 articles found

How a Scanned PDF Broke My Invoice Agent in Production

Four days into a new supplier's first batch, my invoice extraction agent had filed 31 documents with amounts shifted by a decimal. Nothing raised an error. The downstream system accepted every record. The agent returned a 200 each time. The demo had run on five clean PDFs. Clear fonts, properly form

#cloud-computing#invoice-extraction#pdf-processing#data-integrity#production-deployment

· 4 days ago· Dev.to

Schema Drift Is the Silent Killer. Here's What to Log So You Actually Catch It.

TL;DR — Most scraper "bugs" aren't bugs. They're the source site changing its data shape underneath you while your selectors and your code keep returning success. This is schema drift, and you cannot prevent it. You can only detect it. The detection has to be designed in. Here's how we do it. I have

#cloud-computing#data-management#schema-drift#data-integrity#software-development

· 5 days ago· Towards Data Science

Ethereum Blockchain and Cryptographic Hashing: Safeguarding Data Integrity with Certainty

Applying blockchain primitives to dataset versioning, provenance, and integrity assurance The post Ensuring Data Integrity with Cryptographic Hashing and the Ethereum Blockchain appeared first on Towards Data Science.

#ai#blockchain#data-integrity#ethereum#cryptographic-hashing