Curated river of news
Latest posts from blogs I follow
What if your database worked more like Git? Every change captured as an immutable event you can replay, instead of a single mutating row that quietly forgets its own history. That's event sourcing, and Chris May is back on Talk ...
Topics covered in this episode: httpxyz one month in Learn concurrency - a deep dive into multithreading with Python pip 26.1 - lockfiles and dependency cooldowns Python 3.15 sentinal values from PEP 661 Extras Joke See the full show notes ...
Volume group snapshots were introduced as an Alpha feature with the Kubernetes v1.27 release, moved to Beta in v1.32, and to a second Beta in v1.34. We are excited to announce that in the Kubernetes v1.36 release, support for volume ...
No-Vary-Search lets HTTP caches ignore irrelevant query parameters such as UTM tags, while still keeping meaningful ones like product variants in the cache key.
One of the most important concepts I picked up designing and building Formula SAE racecars in college was systems thinking. A team could easily have "the best engine" or "the best suspension" or "the best controls" and get beat in ...
Dynamic Resource Allocation (DRA) has fundamentally changed how platform administrators handle hardware accelerators and specialized resources in Kubernetes. In the v1.36 release, DRA continues to mature, bringing a wave of feature graduations, critical usability improvements, and new capabilities that extend ...
Chrome 148 shipped this week, and in the release notes you’ll find one of the best things to happen to web performance in a long time: loading="lazy" for <video> and <audio> elements. Scott Jehl, an engineer at Squarespace focusing on ...
When OpenAI trained GPT-3, they didn't roll their own orchestration layer. They used Ray, an open source Python framework born out of the same Berkeley research lab lineage that gave us Apache Spark. And here's the twist: Ray was originally ...
As Kubernetes clusters grow to tens of thousands of nodes, controllers that watch high-cardinality resources like Pods face a scaling wall. Every replica of a horizontally scaled controller receives the full stream of events from the API server, paying the ...
You might know that I – with the generous help from Brandon Kelly on the Craft 5 version – wrote and maintain a Webmention plugin for Craft CMS. Today, I shipped version 1.3.0. It’s a security and abuse hardening release, ...
The cheapest way to learn is to learn from others, so I always take a day every week to see what other organizations are doing and how they are doing
Agentic engineering is the future. But it's still unclear which harness will win, if any. I've been hedging my bets by moving to a harness-agnostic system for AI skills so no matter the harness I use,...
Excel for your logs. Pipe in anything, wrangle it into columns.
In Kubernetes v1.36, Declarative Validation for Kubernetes native types has reached General Availability (GA). For users, this means more reliable, predictable, and better-documented APIs. By moving to a declarative model, the project also unlocks the future ability to publish validation ...
Forgive me, Reader. It’s been five months since my last vibe check. That’s a lot of ground to cover and it’s not possible to get into everything that happened. Like in real life conversations, instead of telling you how I’m ...
If you've ever tried to enforce a security policy across a fleet of Kubernetes clusters, you've probably run into a frustrating chicken-and-egg problem. Your admission policies are API objects, which means they don't exist until someone creates them, and they ...
For when I want a word count that ignores Markdown symbols
Topics covered in this episode: profiling-explorer Reverting the incremental GC in Python 3.14 and 3.15 VSCode AI Co-author defaults to on, then off django freeze Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/478
Your container runs as root and has 18 CVEs. A Docker Captain's guide to hardening, Scout policies, DHI, Sandboxes, and what comes after Docker.
I have complex feelings about Generative AI but one area I find myself weirdly bullish on is small language models (SLMs) in the browser which are available in Chrome and Edge behind an experimental flag. I know, I know. I ...
I updated my app todometer after several years of it lying dormant, and it's better than ever!
Kubernetes v1.36 introduces Pod-Level Resource Managers as an alpha feature, bringing a more flexible and powerful resource management model to performance-sensitive workloads. This enhancement extends the kubelet's Topology, CPU, and Memory Managers to support pod-level resource specifications (.spec.resources), evolving them ...
Today I learned Python 3.15 will get a new sentinel built-in. Sentinel values are unique placeholder values that are commonly used in programming. Python 3.15 ships with a new built-in sentinel that can be used to create new sentinel values: ...
AI and its terrible, horrible, no good, very bad week
A discussion on how features of programming languages can make it hard to avoid expressing or talking about things you may or may not care about as a programmer.
A tribute to Inconsolation, Terminal Trove's inspiration.
Following the graduation of Pod-Level Resources to Beta in v1.34 and the General Availability (GA) of In-Place Pod Vertical Scaling in v1.35, the Kubernetes community is thrilled to announce that In-Place Pod-Level Resources Vertical Scaling has graduated to Beta in ...
This week, I joined Will Vincent and Carlton Gibson on the Django Chat podcast for DjangoCon Europe Recap + Other News. You can also watch it on DjangoTV via YouTube. On this episode, we discussed DjangoCon Europe, which Carlton had ...
\"Pull AI models from Docker Hub, run them locally with GPU acceleration, and build an AI-powered app
A wrap up of all the things that happened in Terminal Trove in April 2026.
On behalf of SIG Node, we are pleased to announce updates to the Memory QoS feature (alpha) in Kubernetes v1.36. Memory QoS uses the cgroup v2 memory controller to give the kernel better guidance on how to treat container memory. ...
Bitwarden's CLI got hit by the Checkmarx supply-chain campaign, TypeScript 7.0 beta lands with the Go-rewritten compiler running ~10x faster than 6.0, and pgBackRest lost its maintainer of thirteen years leaving anyone running production Postgres with a real dependency-trust task ...
Turso, Neon, Polars, Databend, Materialize, DataFusion, InfluxDB, Quickwit and even ripgrep. Outside of DuckDB and PostgreSQL's core, most, if not all, the most-impactful projects in the database world are now
A Lightning Fast Kubernetes navigator.
If you are vibe coding and you don’t review any of the code, like a true vibe coder, you should build your system in Rust. I know, that’s a controversial statement. But hear me out. We will see how good ...
Staleness in Kubernetes controllers is a problem that affects many controllers, and is something may affect controller behavior in subtle ways. It is usually not until it is too late, when a controller in production has already taken incorrect action, ...
How kube-scheduler picks a node: 13 framework stages, 14 Filter plugins, 9 Score plugins, live preemption demo.
I spoke at Codemotion Madrid and had a blast!
The cloud is convenient until it isn't. You upload your photos, sync your contacts, click through the cookie banners. Then prices go up again or you read about a family that lost their entire Google account over a medical photo ...
Kubernetes v1.36 promotes the ability to modify container resource requests and limits in the pod template of a suspended Job to beta. First introduced as alpha in v1.35, this feature allows queue controllers and cluster administrators to adjust CPU, memory, ...