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Insights

Engineering Insights

Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

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Curated links from external sources — not 360Softy original articles.

ExternalAI
OpenAI News

Using GPT-4 for content moderation

We use GPT-4 for content policy development and content moderation decisions, enabling more consistent labeling, a faster feedback loop for policy refinement, and less involvement from human moderators.

Safety & Alignment
OpenAI NewsRead original
ExternalFrontend Development
Vercel Blog

Hydrogen 2 projects can now be deployed with zero configuration

Vercel now supports and automatically optimizes your  as of Vercel CLI . When importing a new project, it will detect Hydrogen and configure the right settings for optimal performance — including using  for server-rendering pages.Hydrogen 2 projectsVercel Edge Functionsv31.2.3 Deploy the  or run command in your terminal to get started.Hydrogen templatevercel init hydrogen-2 Read more

Vercel BlogRead original
ExternalDatabase
PlanetScale Blog

Storing time series data in sharded MySQL to power Query Insights

Every day PlanetScale processes more than 10 billion of our customers’ queries. We need to collect, store, and serve telemetry data generated by these queries to power Insights, our built-in query performance tool. This post describes how we built a scalable telemetry pipeline using Apache Kafka and a sharded PlanetScale database. Insights requirements To show you Insights, we pull from the following datasets: Database-level time series data (e.g., queries per second across the entire database).

PlanetScale BlogRead original

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