An important PSA.

The future of software development might just be jazz. Everyone improvising. Nobody following the sheet music.

Feeding slop is an act of war

The Matrix.org network has great potential, but after years of dealing with glitches, slow performance, poor UX, and one too many failures, I’m done with it.

We need to augment our command line tools and design APIs so they can be better used by LLM Agents. The designs are inadequate for LLMs as they are now – especially if you're constrained by the tiny context windows available with local models.

A deep dive into critical security vulnerabilities found in Model Context Protocol (MCP) implementations, including tool description injection, authentication weaknesses, and supply chain risks, highlighting why these issues demand immediate attention in…

We rolled out Go 1.24 and saw a memory regression. Here's how we dug into system metrics, uncovered a bug in the runtime allocator, and worked with the Go team to help fix it.

Sometimes, especially when dealing with business logic, we have to deal with data that comes in from the real world, or elsewhere, naturally very messily typed, leading to nasty type signatures and messes of macros or code generation to build data structures…

Personal blog of Stephen Diehl - Software engineer writing about technology, programming, and the future

Run, share, and edit Python notebooks

It's 1998, the middle of the dot-com boom. Portals are advertising on TV, web developers are fighting browser companies, Microsoft and Amazon are gaining power, and Netscape is going open source.

Following on from their breakthrough human trial that successfully reprogrammed the immune system to overpower glioblastoma, an aggressive brain tumor, the same scientists have now further developed the mRNA vaccine to fight not one but any cancer. It has…

Achieving polymorphism via dynamic dispatch in Zig

Bringing Taiwan to the World and the World to Taiwan

How do the sizes of local LLMs compare to the size of offline Wikipedia downloads?

When a datacenter fire threatened 142 of my servers, my backup strategy had them back online in hours. This post shares my personal philosophy on creating a resilient system, focusing on the crucial planning that must happen before you write a single script.

Since our last public update, OrioleDB has continued to evolve with a series of new releases. These updates refine the core engine, extend functionality, and improve performance across a range of workloads. Together, they move us closer to a beta release…

One man's struggle with his mortality.