What Are AI Guardrails
Learn the core concepts of AI guardrails and how they create safer, more reliable, and well-structured AI systems in production.
Learn the core concepts of AI guardrails and how they create safer, more reliable, and well-structured AI systems in production.

On October 20, 2025, AWS suffered a major disruption in its US-EAST-1 region, impacting over 140 services including EC2, Lambda, S3, and DynamoDB. The root cause? A DNS resolution failure that cascaded through dependent systems โ showing how even the strongest cloud infrastructures can falter. At RE..

Our latest quick guide shows you how to spin up the RELIANOID Enterprise Edition on AWS in just a few commands โ using the official Terraform module from the Terraform Registry. Youโll automatically provision: โ VPC + Internet Gateway โ Public Subnet โ Security Group (SSH 22, Web GUI 444) โ EC2 Inst..

A practical guide to setting up Grafana Tempo, configuring key components, and understanding how to use tracing across your services.

Just after Japanโs new Active Cyberdefence Law (ACD Law) came into effect โ a major step toward reshaping the countryโs cybersecurity posture โ Japanโs largest brewer, Asahi Group, has suffered a ransomware attack that disrupted production and logistics nationwide. โ ๏ธ This incident starkly illustrat..

A developer rolled outMagicbrake- a no-fuss GUI forHandbrakeaimed at folks who donโt speak command line. One button. Drag, drop, convert. Done. It strips Handbrake down to the bones for anyone who just wants their video in a different format without decoding flags and presets...
A sneaky bug inPyTorchโs MPS backendlet non-contiguous tensors silently ignore in-place ops likeaddcmul_. Thatโs optimizer-breaking stuff. The culprit? ThePlaceholder abstraction- meant to handle temp buffers under the hood - forgot to actually write results back to the original tensor...

Bear Blog went dark after getting swarmed by scrapers. The reverse proxy choked first - too many requests, not enough heads-up. Downstream defenses didnโt catch it in time. So: fire, meet upgrades. What changed: Proxies scaled 5ร. Upstream got strict with rate limits. Failover now has a pulse. Resta..
Postgres is pulling Kafka movesโwithout the Kafka. On a humble 3-node cluster, it held 5MB/s ingest and 25MB/s egress like a champ. Low latency. Rock-solid durability. Crank things up, andsingle-node Postgresflexed hard: 240 MiB/s in, 1.16 GiB/s out for pub/sub. Thousands of messages per second in q..

uvis a new Rust-powered CLI from Astral that tosses Python versioning, virtualenvs, and dependency syncing into one blisteringly fast tool. It handles yourpyproject.tomllike a grown-upโauto-generates it, updates it, keeps your environments identical across machines. Need to run a tool once without t..
