TILens turns technical updates into a focused daily brief: official releases,
trusted reporting, and practitioner analysis, deduplicated and organized by topic.
Be alert: targeted attacks on prominent Rustaceans Important warning from Adam Harvey and the crates security team: We believe that there is an ongoing campaign targeting rust-lang members and owners of popular crates…
How To Write With An LLM Thomas Ptacek on using LLMs as copyeditors, not as writing assistants: Rule Number One: You may not use a single word an LLM suggests to you. [...] I think that as a form of intellectual…
Hello, I’m posting here because I still don’t fully understand how to use SQLX to connect to different relational databases. I’m currently building the backend for a blog and my database will be PostgreSQL, so when I…
My comment on Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint — Hacker News. If you want to try out out the GGUFs from https://huggingface.co/prism-ml/Ternary-Bonsai-2-27B-gguf#th... be aware that you…
Hello, I am looking for a serde format which, unlike postcard is self-describing, and unlike bincode, works well with serde and lets you use serde attributes like flatten, etc. It also needs to be self-describing…
European organizations can run AI workloads on Amazon Web Services (AWS) while keeping data within the European Union (EU) and meeting regulatory requirements. You can now run generative AI workloads on open weight…
AWS introduces new low-cost burstable Amazon EC2 T8i instances powered by custom sixth generation Intel Xeon Scalable Processors (Granite Rapids), available only on AWS. T8i instances are among the lowest-cost EC2…
Self-generated prompt injections in compaction summaries In Our framework for reporting model misalignment OpenAI provide "six reports on unexpected or concerning model behavior we’ve observed in the last six months".…
For your consideration: PEP 845, with the following abstract: This PEP enables the use of non-attribute names as value patterns in match statements. A name prefixed with a dot is looked up using the normal name…
Run an application on AWS Elastic Beanstalk Cluster Mode without provisioning or operating the compute underneath it. You provide a container image or source code; Elastic Beanstalk with service-operated compute creates…
AWS Transfer Family now preserves the client's source IP address using Proxy Protocol v2 (PPv2) when you place a Network Load Balancer (NLB) in front of your SFTP server that uses a VPC-hosted endpoint. You can now…
AWS HealthOmics now supports IAM session policies, enabling you to restrict permissions for individual runs without creating and managing multiple IAM roles. Until now, there was no way to dynamically scope down…
Multi-modal autoscaling with Amazon EC2 Auto Scaling combines infrastructure metrics like CPU with application-level signals, so a group scales on the demand its users create. In this post, we show you how to implement…
AWS Local Zones and AWS Outposts help you keep regulated workloads within specific geographic boundaries. This post presents a framework of technologies, including the AWS Nitro System, AWS Organizations SCPs with AWS…
Build highly available architectures that span two AWS Outposts racks, or an Outpost rack and an AWS Local Zone, without single points of failure. This post covers three disaster recovery approaches: DNS-based failover,…
AWS Batch now supports bulk job cancellation and termination, enabling you to cancel or terminate up to 50 jobs with a single API call. The new CancelJobs, TerminateJobs, and TerminateServiceJobs APIs reduce the…
This post shows how to compose a Bloom filter with an exact-match cache and a relational source of truth into a three-tier, correctness-safe membership lookup using Amazon ElastiCache for Valkey and Amazon Aurora…
Are you tired of writing endless system prompts and praying your AI agents behave? Stop prompting and start routing! In this video, Google Solutions Engineer Miguel Gutierrez joins Martin Omander to show you how to…
Teams can now browse HashiCorp-managed pre-written policies, add them to a policy set, and apply common compliance guardrails directly in HCP Terraform.