Related reading
Super Stack: Laravel Starter Kit With Filament and NativePHP
Super Stack is an open‑source Laravel starter kit that bundles a web app, Filament admin panel, NativePHP mobile UI, and an MCP server. The repo targets Laravel 13, PHP 8.4+, and provides a one‑command install plus notes on unauthenticated MCP.
Laravellaravel-news.com1 minElastic Stack 9.5.4 released
Elastic Stack 9.5.4 has been released. The post only advises upgrading from 9.5.3 and points to release notes for details.
Elasticelastic.co1 minreleaseWho Owns AI-Generated Code Failures?
AI‑generated code breaks the traditional chain of ownership: developers merge PRs they didn’t write, reviewers approve logic they didn’t originate, and QA validates tests chosen by a model. A CloudBees survey shows 81% of firms see more production failures from AI code, and accountability often drifts upward to CTO/VP. The post argues role‑based accountability isn’t enough; you need end‑to‑end tr…
Codeshipcloudbees.com4 minArticle: Your Next DSL Author Is a Language Model
Typed Domain Grounding (TDG) embeds a DSL inside a mainstream language the LLM already knows (e.g., Kotlin) and uses the host compiler as an oracle. The author describes five building blocks—embedding, choosing a host language with high training‑data frequency, compiler‑driven type safety, a generate‑compile‑repair loop, and an on‑demand teaching tool—and shows measured results from kUML, a Kotli…
InfoQinfoq.com18 minHow a solo founder runs a five-continent tender platform on AlloyDB and MCP
A solo founder runs a global tender platform using Google Cloud's AlloyDB for PostgreSQL and Model Context Protocol (MCP). This setup consolidated relational data, vector embeddings, and audit logs, reducing semantic search latency by 47x with ScaNN indexing and automating database operations.
Google Cloud Bloggoogle.com4 minHN2Share Vercel Container Registry repositories across teams
Vercel added read‑only sharing of Container Registry repositories across teams, allowing any team to pull images from a shared repo. The sharing is managed through the dashboard or Vercel CLI and can be used in Vercel Sandbox with a team‑scoped image reference.
Vercelvercel.com1 minrelease
.png)
