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2695 postsRings rebuilds distributed system correctness with algebraic structures
Rings unifies cryptography, CRDT-based storage and Chord topology under group, ring and module algebra, aiming for a provably correct distributed system.
LLM agents are breaking 20-year-old web architecture
Stateful LLM agents are exposing cracks in the stateless-server-plus-database web architecture. The missing piece: a routing primitive that can address running processes directly.
Samsung Moves to Real-Time Pricing with AWS Lambda Streaming
Samsung eliminated hour-long price desync caused by legacy caching using AWS Lambda Response Streaming and CloudFront. A look at the architecture and engineering rationale.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comSentry and OpenTelemetry: Complementary Tools, Not Rivals
Sentry can integrate via OTLP without replacing your existing OpenTelemetry setup. Learn how frontend Sentry SDK and backend OpenTelemetry link traces together.
How GitHub Uses eBPF to Block Circular Dependencies in Deployments
GitHub explains how it uses eBPF to detect and block circular dependencies caused by hosting its own source code, using cGroup-based network filtering and a DNS proxy.
GitHub rebuilds Issues navigation for instant, cache-first loading
GitHub built a client-side caching layer with IndexedDB, cache preheating, and a service worker to make Issues navigation feel instant instead of laggy.
How Netflix Outgrew Casspactor for Cassandra-to-Iceberg Data Movement
Netflix built a layered, S3-native engine to replace its aging Casspactor connector for moving Cassandra data into Iceberg, fixing scale and reliability issues.
Cloudflare Workers Cache: Layered Caching Built-in Before the Worker
Cloudflare announced Workers Cache, a tiered caching feature enabled with a single line of Wrangler configuration for Workers, reducing server-side rendering costs.
Managing Complex State in Jetpack Compose: ViewModel and StateFlow
Learn how to manage complex states in Jetpack Compose using ViewModel and StateFlow.
How to Build a Fully Automated AI Blog with AWS CDK
Explore the process of building a fully automated AI blog using AWS CDK, Bedrock, and Step Functions.