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7 lessons learnt from trialling the Shape Up product development methodology Read more » The post 7 lessons from trialling Basecamp’s ‘Shape Up’ methodology appeared first on Mind the Product.
Inception: Direct Database Access for the Data Team Our immediate need was getting the data science team programatic access to a read replica of our production database, an Amazon RDS Postgres cluster. The initial stopgap solution was to open a Postgres port, but with an RDS Security Group rule that limited inbound access to a few specific IP addresses.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
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