ai algorithms art assembly autism biology business ccnmtl compliance control systems cooking cplusplus cryptography cs data databases datastructures devops diet distributed systems django ebpf economics electronics elixir elm emacs erlang ethics finance functional golang guitar hardware htmx ideas javascript kubernetes legal linguistics linux machine learning math medicine meta mlops music netherlands networking neuroscience nixos papers personal philosophy physics politics productivity psychology python quantum quotes reference resilience roc rust science security slang spokehub sre synthesizers sysadmin systems tabsweep terraform til ubiquiti uk vegan wasm webrtc whisky yubikey zig

LLM Judges are Unreliable

ai

Writing A Job Runner (In Elixir) (Again) (10 years later)

distributed systems elixir

[2505.13775] Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens

ai papers

Harnessing the Universal Geometry of Embeddings

ai papers

BEAMOps � No More Broken LSPs: Bulletproof Elixir Lexical Setup with Nix

elixir nixos

namespacelabs/breakpoint: Add breakpoints to CI: pause, access the workflow with SSH, debug and resume.

devops

How We Use Oban with Elixir to Handle Our Billing Routines

elixir

Not Causal Chains but Interactions and Adaptions

resilience sre

Hardening GitHub Actions: Lessons from Recent Attacks | Wiz Blog

devops security sysadmin

omarish/django-cprofile-middleware: Helpful django cprofiling middleware.

django python

Maciej Walkowiak | PostgreSQL and UUID as primary key

databases

Understanding Data Version Control (DVC). Why is it essential in MLOps? | by ASHWIN.S | Tech Musings

devops mlops

The problems with (Python’s) Celery - Hatchet Documentation

distributed systems python

Slipstream

Slipstream provides a data-flow model to simplify development of stateful streaming applications.

distributed systems python

Decomposing Transactional Systems

databases distributed systems

It’s a log eat log world! - by Obakeng Mosadi

devops sre sysadmin

Replacing Kubernetes with systemd

kubernetes linux sysadmin

caisson-go/closer at main � utrack/caisson-go

golang

Graceful Shutdown in Go: Practical Patterns

golang

Total Private Construction Spending: Manufacturing in the United States (PRMFGCON) | FRED | St. Louis Fed

Look at how much growth there was under Biden…

data economics politics

Python’s new t-strings | Dave Peck

python

nschloe/tuna: :fish: Python profile viewer

python

Zach Bellay | Takeaways from DjangoCon EU 2025

django

Diataxis

Diátaxis is a way of thinking about and doing documentation.

It prescribes approaches to content, architecture and form that emerge from a systematic approach to understanding the needs of documentation users.

Diátaxis identifies four distinct needs, and four corresponding forms of documentation - tutorials, how-to guides, technical reference and explanation. It places them in a systematic relationship, and proposes that documentation should itself be organised around the structures of those needs.

LilyFoote/django-rusty-templates

Django templates re-implemented in Rust for performance.

django rust

Is trauma associated with plant-based diet choice? - ScienceDirect

Theoretically, plant-based diets may be more common among trauma exposed because those with trauma may have increased empathy.

papers vegan

The Effect of Deactivating Facebook and Instagram on Users’ Emotional State

People who deactivated Facebook for the six weeks before the election reported a 0.060 standard deviation improvement in an index of happiness, depression, and anxiety, relative to controls who deactivated for just the first of those six weeks. People who deactivated Instagram for those six weeks reported a 0.041 standard deviation improvement relative to controls.

papers

[2405.02318] Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection

ai papers

Building Websites With LLMS

Fun stuff with CSS transitions.

htmx

LLM Agent as a Graph Tutorial

ai

Intuiting TLS | protty

cryptography security

CaMeL offers a promising new direction for mitigating prompt injection attacks

ai security

humanlayer/12-factor-agents: What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

• Factor 1: Natural Language to Tool Calls
• Factor 2: Own your prompts
• Factor 3: Own your context window
• Factor 4: Tools are just structured outputs
• Factor 5: Unify execution state and business state
• Factor 6: Launch/Pause/Resume with simple APIs
• Factor 7: Contact humans with tool calls
• Factor 8: Own your control flow
• Factor 9: Compact Errors into Context Window
• Factor 10: Small, Focused Agents
• Factor 11: Trigger from anywhere, meet users where they are
• Factor 12: Make your agent a stateless reducer

ai

Nix derivations by hand, without guessing | Max Bernstein

nixos

Four Lectures on Standard ML

cs functional papers

Filesystems unfit as backend for distributed storage (pdf)

distributed systems papers

practical process control

control systems

What makes Elixir great for startups?

elixir

whose github actions am I running?

devops security

Scaling Prometheus: From Single Node to Enterprise-Grade Observability

devops sre

[2310.15505] The Quantum Tortoise and the Classical Hare: A simple framework for understanding which problems quantum computing will accelerate (and which it will not)

cs physics quantum

Testing concurrent code with testing/synctest - The Go Programming Language

golang

Resilience: some key ingredients

resilience sre

Versioning versus Coordination - Marc’s Blog

distributed systems

Beej’s Guide to Git

devops

Let’s Implement Consistent Hashing From Scratch

distributed systems golang

Gravy Pitcher by Myrtle Pedals

Track featuring the mystery pedal that uses my artwork.

art guitar

How AI generated code compounds technical debt - LeadDev

ai

Systems Correctness Practices at AWS

cs

Normalize chart data using Ecto and PostgreSQL

databases elixir