Related reading
sbx: Sandboxed Claude, complete with PHP and tools
This article announces a practical guide on sandboxing Claude AI code execution using Docker's new sbx sandbox, featuring a custom PHP setup and additional tools. It also covers the rationale for making sandboxing the default for AI coding agents.
Freek Van der Hertenfreek.dev1 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 minArticle: Beyond Relevance: A Governance-First Architecture for Enterprise Personalization
The article proposes a governance‑first architecture for enterprise personalization, where policy‑driven steps (memory, journey graph, AI routing, scoring, trust checks, outcome simulation) shape the recommendation before it is returned. A reference FastAPI implementation demonstrates the pattern with external YAML policies and optional LLM assistance.
InfoQinfoq.com19 minProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
ProgramDistill is a new benchmark that automatically extracts 1,975 replay‑verified feature behaviors from 26 real web apps, builds 4,063 coding‑agent tasks, and measures how well state‑of‑the‑art agents (e.g., GPT‑6 Astra, Claude Opus 5) can reconstruct full or partial applications, revealing steep drops in success as restoration depth grows.
Hugging Face Daily Papersarxiv.org1 minpaperArticle: Architecting Secure and Scalable Facial Verification Systems
A real‑world post‑mortem of a high‑volume face verification service that moved from a naïve synchronous API to an async, layered pipeline (edge validation, preprocessing, decoupled detection/verification, decision engine) to achieve 8.5k rpm, p99 < 1.8 s, 30 % cost savings, and strict privacy controls.
InfoQinfoq.com15 minIntroducing Our New Dropbox API Documentation
Dropbox launched a revamped API documentation site with interactive request testing, an embedded AI assistant, and a new Model Context Protocol for connecting external AI tools. The UI is unified, searchable, and includes full request/response schemas.
Dropboxdropbox.tech2 min



