Engineering Insights

DeepSeek models now available via Azure on AI Gateway

Azure is now a provider for DeepSeek V4 Pro and V4 Flash on .AI Gateway Requests to either model can route through Azure alongside the existing providers for another failover path. No code changes are required: default routing considers Azure automatically, and if a provider fails the gateway falls back through the remaining list. If you want requests to try Azure first, use in the gateway provider options to prefer Azure while keeping the other providers as fallback for or in the :orderdeeps

Spring Shell 4.0.3 and 3.4.3 are out!

A Bootiful Podcast: Spring Security lead Rob Winch answers some security questions for me

Spring Modulith 2.1 GA, 2.0.7, and 1.4.12 released

Connect Your Redis index to AI agents with RedisVL MCP

If you already use Redis for search, retrieval, or application memory, the RedisVL MCP is a practical next step: making that data available to agents without rebuilding your integration for every framework. As teams connect indexed data to agents, th...

The only scalable delete in Postgres is DROP TABLE

Counterintuitively, large DELETEs add work to the database. From experience we can plainly claim the following: the most scalable Postgres data-deletion strategies revolve around deleting entire tables. Individual row DELETE is fine at a small scale. However, big batch DELETE operations don't immediately free up physical disk space, add write and replication overhead, and are ultimately not good for large scale row cleanup. If your application needs to delete large amounts of data, even very rar

We put Bun's Rust rewrite in production on Prisma Compute

Why Prisma Compute's public beta runs on Bun's Rust rewrite canary: the memory and connection-pool failures we hit on stable Bun, and what changed.

Prisma Next is 50% faster than Prisma 7 | Benchmark

Prisma Next reaches about 50% higher peak throughput than Prisma 7 and holds latency low under load, closing most of the gap to the raw pg driver while keeping Prisma's type-safe, model-first workflow.