Ideas for building
better software.

SPIFFE: Securing the identity of agentic AI and non-human actors

As artificial intelligence systems become increasingly autonomous and agentic, ensuring their identity and trustworthiness becomes a critical challenge. Traditional identity frameworks built around human users and static credentials fall short when applied to dynamic, ephemeral, and non-human entities. SPIFFE is a battle-tested identity framework that’s a good fit for addressing this challenge. What is SPIFFE? SPIFFE (Secure Production Identity Framework For Everyone) is an open standard that de

The Worst Coder in the World goes agentic: building a leaderboard cracking AI

Agents are everywhere, so isn't it fitting that the Worst Coder in the World goes agentic? A coding newbie explores the challenges and rewards of building an agent for work—and trying to learn a few things about coding along the way.

Faster fixes, less context sharing: how Grafana Assistant learns your infrastructure before you even ask

When an unexpected alert fires these days, most engineers' first move is to ask their AI assistant for help.You ask why your checkout service is slow and the assistant gets to work, but it can't get any meaningful insights—at least not quickly—without the proper guidance. So, the next thing you know you're sharing deals about your existing data sources, the services you have running, how they connect, which labels and metrics matter, and on and on. Every conversation starts from scratch, and tha

Serverless ICYMI Q1 2026

Stay current with the latest serverless innovations that can improve your applications. In this 32nd quarterly recap, discover the most impactful AWS serverless launches, features, and resources from Q1 2026 that you might have missed. In case you missed our last ICYMI, check out what happened in Q4 2025. 2026 Q1 calendar Serverless with Mama […]

Saying goodbye to CocoaPods: Swift Package Manager is soon the default in Flutter!

From Security Blocked to Prod Ready: ClickHouse on Docker Hardened Images

In November 2025, a team self-hosting Langfuse, an open-source LLM observability platform, on Kubernetes uploaded their ClickHouse image to AWS ECR as part of their production preparation. They found that the pipeline scanner had returned three critical vulnerabilities - not in ClickHouse, but in the base image. Their security team saw the findings and blocked...

Automating GPU Kernel Translation with AI Agents: cuTile Python to cuTile.jl

NVIDIA CUDA Tile (cuTile) is a tile-based programming model that enables developers to write GPU kernels in terms of tile-level operations—loads, stores, and... NVIDIA CUDA Tile (cuTile) is a tile-based programming model that enables developers to write GPU kernels in terms of tile-level operations—loads, stores, and matrix multiply-accumulate—rather than manually coordinating threads, warps, and shared memory. cuTile.jl brings the same tile-based approach to the dynamic programming language Jul

Anti-DDoS Firm Heaped Attacks on Brazilian ISPs

A Brazilian tech firm that specializes in protecting networks from distributed denial-of-service (DDoS) attacks has been enabling a botnet responsible for an extended campaign of massive DDoS attacks against other network operators in Brazil, KrebsOnSecurity has learned. The firm's chief executive says the malicious activity resulted from a security breach and was likely the work of a competitor trying to tarnish his company's public image.