Curated river of news
Latest posts from blogs I follow
In this post we'll continue our series of building web APIs with Rust. In the last post we built a single-file web API with Rust and Axum using in-memory storage. Now we're going to add a database as ...
A terminal music player inspired by winamp.
The question I asked myself (and the private Slack channel): is ensuring that I have a phone based approach to agentic coding while I’m on vacation healthy because I’m ensuring that I’m not on the computer, a phone is less ...
“You’ve got to think about big things while you’re doing small things, so that all the small things go in the right direction. — Alvin Toffler” A rule (or boundary)...
“In my experience, React (et al) is almost always the wrong solution. React has its place, I’m sure, but it has turned into the proverbial hammer that makes everything look like a nail. I also know that React can be ...
Topics covered in this episode: Starlette 1.0.0 Astral to join OpenAI uv audit Fire and forget (or never) with Python’s asyncio Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/474
So, you are interested in getting started learning databases? I get a lot of emails from people asking me how they can begin to learn the vast world of databases, and whether they are far enough along on their programming ...
Dave Rupert just wrote a piece called People are not friction and I just had to write a short reaction blog post, because Dave names something I’ve been thinking about for a while now. His main argument: the AI marketing ...
With the Ingress-NGINX retirement scheduled for March 2026, the Kubernetes networking landscape is at a turning point. For most organizations, the question isn't whether to migrate to Gateway API, but how to do so safely. Migrating from Ingress to Gateway ...
The promise of Breaking Change is that with every major version (this being the 60th episode of the program, but only the 53rd such release), I will break something. Well, I finally did it. I think I broke the show. ...
The landscape of artificial intelligence is undergoing a massive architectural shift. In the early days of generative AI, interacting with a model was often treated as a transient, stateless function call: a request that spun up, executed for perhaps 50 ...
The Gell-Mann Amnesia Effect of AI is a pretty well documented phenomenon: The Gell-Mann amnesia effect is a cognitive bias describing the tendency of individuals to critically assess media reports in a domain they are knowledgeable about, yet continue to ...
These are not the pull requests you're looking for...
claude -p is a quick hack that I find myself using more.
Sponsor FAFOFMDon't FAFO with cloud disaster recovery. Do it right with Arpio.Have a podcast you need help with? Reach out to HumblePod.Mark is the CTO of Azure and has decades of experience exploring the internals of systems. As a developer ...
Hey y’all,
Lies, damn lies, and read only filesystems
This is my annual list of DjangoCon US talks I’d like to see. I have been doing this since 2015, and it’s one of my favorite traditions. DjangoCon US 2026 is in Chicago this year, August 24-28. The CFP is ...
When LLMs write code to accomplish a task, that code has to actually run somewhere. And right now, the options aren't great. Spin up a sandboxed container and you're paying a full second of cold start overhead plus the complexity ...
Update on using MacBook Neo for dev tasks: this is definitely a device you should to reboot daily, even without Chrome or any Electron apps. This morning, Zed (a native Rust app) was 500% CPU without a single window open, ...
I had to set up my Sony a6400 fresh, and here's all the settings I used!
I codified my job as a DX engineer into a system that dispatches agents, enforces conventions mechanically, and learns from its own failures. Here's how case works and why I think every developer should build something like it.
A silly story is easier to remember .octo-canvas-wrap { width: 100%; overflow-x: auto; overflow-y: hidden; -webkit-overflow-scrolling: touch; margin: 2rem 0; } .octopus-graph { width: 600px; height: 460px; position: relative; margin: 0 auto; border: 2px solid #000; background: #fff; overflow: hidden; ...
During production debugging, the fastest route is often broad access such as cluster-admin (a ClusterRole that grants administrator-level access), shared bastions/jump boxes, or long-lived SSH keys. It works in the moment, but it comes with two common problems: auditing becomes ...
Using MacBook Neo for "real" development work and it's simultaneously juggling: • Running Claude Code in three tabs at once • Compiling multi-package Xcode builds • Automating two iOS Simulators and a Mac build of my app Hasn't missed a ...
2 Ways to Correct the Financial Times at AWS (So Far) Amazon's Fastest-Shipping Product Is Now Blog Posts Correcting the Financial Times I've been watching AWS long enough to develop a feel for when a company's communications shift from "informing" ...
While Docker is now the main way to distribute backend software and CLI tools, you may be wondering how to build minimal and secure Docker images for your Rust projects.
I've spent the last few months learning Rust as part of my 12 week programming retreat at Recurse Center. I came to Rust because it scored well in my missing programming language analysis and I heard ...
A TUI for visualizing Git repository statistics.
Claude sure goes down a lot for being a product targeting businesses. Maybe Anthropic is just doing humanity a solid by helping us understand how much it will suck when the era of subsidized pricing for LLM-based products ends.
Sent the DLSS 5 video to some not-very-online friends and they thought it looked incredible. Shame on them for not knowing that real gamers are supposed to be outraged! (I happen to think it looks slick as hell and am ...
Quincy Larson over at freeCodeCamp had me on their podcast to discuss how the rapidly changing software industry is impacting junior developers and what they can do about it. I don't normally spend time talking about this stuff, because I ...
We blew past this milestone without much fanfare, but it bears repeating: building awareness & goodwill by releasing open source no longer makes strategic sense for many companies. Agents increasingly consume & adapt OSS—often without users' knowledge—and cut out the ...
Every container image you pull from registry.k8s.io got there through kpromo, the Kubernetes image promoter. It copies images from staging registries to production, signs them with cosign, replicates signatures across more than 20 regional mirrors, and generates SLSA provenance attestations. ...
Ben Thompson's latest rests on a single load-bearing assumption: that the harness and the model are tightly coupled, the way Apple's hardware and software are. It follows, then, that if agents require integration between model and harness, that the companies ...
Some perspectives on approaching a rewrite of a software project.
Topics covered in this episode: chardet ,AI, and licensing refined-github pgdog: PostgreSQL connection pooler, load balancer and database sharder Agentic Engineering Patterns Extras Joke See the full show notes for this episode on the website at pythonbytes.fm/473
I think I've finally understood why some people find value and love to tinker with AI assistants such as WhateverClaw while I find them (mostly) useless or even the idea
I've thoroughly enjoyed building in Pokopia, sinking dozens of hours into organizing and optimizing my islands. But this comes at the cost of lots and lots of resources. It is PAINFUL to be halfway th...
…symmetry isn’t just a preference for “pretty” shapes. Contents Introduction The HM-AM-GM-QM Inequality The two circles The Semicircle The Container The 3D container The Sum of Squares Inequality Nesbitt’s Inequality Conclusion Introduction While I was randomly browsing the web, I ...
Marathon is the first PVP-heavy game to get its hooks in me since… Unreal Tournament in 2001? I fucking suck, but even playing solo it can feel incredible when you do manage to come out on top. If you want ...
Timberborn is very much my kind of game. Complex, cozy, climate change, water system design, beavers. (My friend Schuyler pointed out at one point that my preferred genre of game is “management sims”, and that perhaps I was little over ...
Clawspark provides a way to Install openclaw on your device in a secure way with a single command.
This one goes out to all the testing neophytes who only recently realized that it's useful to have an automated means of verifying their code does what it claims to do. For the last month, I've been working on prove_it, ...
I've been pleasantly surprised with the amount of freedom and possibilities you have when building in Pokopia. In many ways it feels like a simplified factory game a la Satisfactory. I saw some cool l...
I first started compiling "How To Thought Lead" in my notes 5 years ago, at first as an ironic parody and then slowly becoming sincere, and never published it, 1) because I don't…
Pro-tip to any devs who only discovered TDD thanks to coding agents: refactoring is inherently directional. It's more like prefactoring—you rearrange code to make the next change easy. That means you (and your agent) should know the next planned change ...
I'm still iterating on my experimental Claude Code verification harness, prove_it. This week my focus has been on nudging agents to practice test-driven development. Traditionally, we called this "TDD", but which has recently been renamed to "red-green TDD" as it ...