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867 postsWhy Does Platform Engineering Keep Recreating the Same Bottleneck?
Abby Bangser explains how platform teams end up recreating the exact bottleneck DevOps aimed to fix, the 'platform as a product' test, and why AI agents are now the real maturity benchmark.
Reading Agent Traces Reveals What Evals Can't Decide
An agent built for AI Engineer World's Fair invented fake speakers. Reading agent traces, not evals, caught it—key lessons on model choice, cost, and observability for engineers.
How GitHub's forgotten security rules ended up blocking real users
GitHub reveals how temporary incident-response rules left in place kept quietly blocking legitimate users, highlighting the need for lifecycle management and observability in defense systems.
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.comProvisioning a Private Talos Kubernetes Cluster on Hetzner Cloud
Explore the process of provisioning a private Kubernetes cluster on Hetzner Cloud using Talos. Learn about Terraform-managed configurations and private network access.
MakerChecker: An Open Source Security Layer for AI Agents
MakerChecker is an open-source toolset that scans for risky actions by AI agents and secures them with permission-based auditing and a signed chain of records.
Raising the baseline for the `nvptx64-nvidia-cuda` target
Rust 1.97 increases the PTX ISA and GPU architecture for `nvptx64-nvidia-cuda`, making older driver compatibility impossible.
Announcing Rust 1.96.0 Release
Rust 1.96.0 introduces new Range types and macros, along with significant changes to WebAssembly targets for improved error handling.