Artifacts
Artifacts on Beyond Market Intelligence: a running collection of 4 stories we have gathered and hand-picked because they are worth your time. Every post here touches on artifacts in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around artifacts, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
![How we built a SOTA search engine using PostgreSQL, pgvector, and Qwen3 embeddings [P]](https://preview.redd.it/2x6kbtv3oilh1.png?width=640&crop=smart&auto=webp&s=607ca224a2a9ddd930fd91eaaa2685c41eeb9159)
How we built a SOTA search engine using PostgreSQL, pgvector, and Qwen3 embeddings [P]
Papers with Code now delivers superior search results through a hybrid approach combining keyword and semantic analysis. Our system leverages PostgreSQL with pgvector for efficient vector storage, Qwen3 embeddings for nuanced text understanding, and Hugging Face's infrastructure—Jobs, Buckets, and Inference Endpoints—to power both search and related paper recommendations. This architecture, detailed in our technical breakdown, demonstrates a scalable solution for research content.
Flux Mirror Uses Gitless GitOps to Keep Software Supply Chain Under Control
Maintaining a secure software supply chain is paramount, and Flux now offers a solution: Flux Mirror. This new CLI plugin, integrated within the Flux v2.9 system, mirrors container images, Helm charts, and OCI artifacts across registries based on declarative configurations. Teams can ensure Kubernetes clusters reconcile exclusively from trusted, internally managed registries, enhancing control and visibility. Discover how Flux Mirror streamlines this process, empowering greater data integrity. For deeper insights into workflow improvements, explore our coverage of Microsoft's Aspire 13.5 release.
Cloudflare Turns CI Pipelines into TypeScript Workflows
Cloudflare introduces cloudflare/ci, a novel CI SDK enabling developers to define pipelines directly in TypeScript using Cloudflare Workflows. This innovative approach delivers durable retries and replay capabilities, alongside concurrent steps and snapshot caching within the Workers runtime. While dependent on Artifacts (currently in private beta), the core takeaway is the durable-step model—a significant advancement in workflow reliability.
PSA: Your Claude shared chats and Artifacts may have ended up on Google
A recent incident has surfaced regarding the potential exposure of Claude shared chats and Artifacts, stemming from the platform’s “share chat” functionality. While the root cause is being addressed, users should be aware that conversations shared via these links may have inadvertently been accessible via Google. This highlights the evolving landscape of data security in AI-powered tools.