u/pmz

I see that embeddings don't always vectorize whole words, but subwords or even single characters. If for instance the sequence 'ca' from 'cat' is vectorized, what does 'ca' even mean?
what kind of dimensions does it get converted to? I thought that vectors assign meaning to the parsed sequence.
and how does the model build "Cat" from ca + t after vectorizing both ?

"OSS Security Principles and Practices" is Cybersecurity and Infrastructure Security Agency's (CISA) strategic framework for federal agencies to manage open source software throughout its entire lifecycle. This on IProgrammer article discusses the key points.

A post discussing the  Minimus' hardened image offering and comparing to Docker's hardened images as well as Bellsoft's Java optimized ones. https://www.i-programmer.info/news/90-tools/19040-minimus-releases-hardened-images-for-free-what-does-it-do-differently.html#google_vignette

When initiating a project with Openspec, do you prefill the "source of truth" main spec files, i.e auth/spec and then run opsx/proposal or opsx/change? Or you start with proposal from the beginning?

When initiating a project with Openspec, do you prefill the "source of truth" main spec files, i.e auth/spec and then run opsx/proposal or opsx/change? Or you start with proposal from the beginning?

How does the coding agent (Opencode) AGENTS.md file relate to Openspec? I mean, when using Openspec comannds like opsx/apply etc from within Opencode, is Opencode's own AGENTS.md file been taken into account in building the project or is it overidden by openspec's config.yaml?

Mozilla AI has introduced cq, an open-source standard and platform designed to facilitate shared learning among AI agents. This promises to eliminate a lot of duplicated effort on the part of AI agents, thereby making savings in terms of cost and resources.

pg_durable is a Microsoft developed PostgreSQL extension that integrates fault-tolerant, long-running execution directly into the database.

To understand why this is useful, think about what normally happens if you run a long, complex database job and the server crashes or your connection drops; you lose your progress, and you have to start all over again.

https://www.i-programmer.info/news/80-java/18984-pgdurable-durable-sql-functions-and-orchestration-for-postgresql.html

This article explains concurrency in Python including topics like multithreading, multiprocessing, race conditions, and synchronization mechanisms such as locks. It then take a deep dive into switching off GIL to enable real multithreading in Python, highlighting the differences, the benefits and the gotchas with clear code examples.