Disclosure: Software Sausage is our product and publishes these recipes. The kits are free and MIT-licensed. AI tools helped draft and edit this article; the workflow status and evidence limits are stated below.
Most AI workflow lists answer the easiest question: which tools can be placed next to e
An end-to-end RAG score can show that answer quality changed. By itself, it cannot tell you where to begin investigating. The evidence returned to the model may be wrong, or the model may have mishandled good evidence. One aggregate number hides that distinction and leaves retrieval, reranking, prom
I’m sharing HaloLog, a structured logger I have developed for three years and run inside an interoperability project for the past two. Its goal is low-overhead structured logging without trading away JSON correctness, race safety, configured PII masking, or compile-checked telemetry fields. This is
OpenAI's publicly documented work on Astra points to a high-capability AI system being evaluated through a cybersecurity and safety lens. The clearest official account is OpenAI's Path to Astra, published September 1, 2026. It describes Astra reaching a critical cybersecurity capability threshold un
Most AI coding tutorials stop at "ask the agent to write code". This one is about giving the agent a tool it can call, an MCP server, so it can send and verify one-time codes while you're still building. I work at MyOTP.App and this uses our server, so read it with that in mind.
If you're on Claude
Supabase ships phone auth with a short list of built-in SMS providers. If the one you want isn't on it, you're not stuck. There's a documented escape hatch called the Send SMS Hook, and it takes about three minutes to wire up. I work at MyOTP.App, so the walkthrough uses us, but the mechanism is the
Lead
The popular open‑source data‑app framework Streamlit rolled out version 1.63.0 on September 1, 2026. The update brings a suite of new UI widgets, a 20 % speed improvement in the caching layer, and deeper integration with generative‑AI models. The release signals the project’s continued push t
TL;DR: FedEx permanently shut down its legacy SOAP Web Services on June 1, 2026.
Any integration still depending on those endpoints stopped getting FedEx rates.
What surprised me was not the migration itself. It was the way the failure showed up.
The stores I saw did not crash. They did not throw
An AI harness is a structured set of files, rules, skills, workflows, and project context that surrounds an AI coding agent.
Instead of repeating the same instructions in every prompt, the harness gives the agent a consistent way of working across tasks and sessions.
And that's the key idea:
Pro
When you do not need a full Linux box.
I have a drawer full of Raspberry Pis. Pi 3s, Pi 4s, a Pi 5 that runs hot enough to warm my office. I love them. But over the last two years, I have quietly replaced almost half of them with $7 ESP32s and I have not looked back.
A Pi is a full Linux computer.