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Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DZone

LLM Judgment for Document Pipelines: Bounded Pools and Typed Verdicts

This project creates a daily digest for sellers in an enterprise system. Each seller handles accounts at a set of companies and needs to know when something happens at one of them: a product launch, leadership change, new contract, or funding round. That news is often an opening for the next conversation. The pipeline reads the day's incoming news and sends each seller a short email with the handful of articles worth their time about the companies they cover. Every item in that email carries a t

DZoneRead original
External
The Hacker News

Marimo Notebook Flaw Could Run MCP Commands Before Cells Execute in Edit Mode

Marimo has addressed a high-severity security flaw in its notebook software that allowed an attacker to execute an attacker-supplied Model Context Protocol (MCP) command in a specially crafted notebook, according to VulnCheck's CVE Numbering Authority (CNA) record. The CNA record says the command can run as a local subprocess when the notebook is opened in edit mode. The vulnerability, tracked

The Hacker NewsRead original
ExternalSoftware Engineering
DZone

The New Technical Debt: Working Code No One Can Explain

For the past several years, technical debt was something that was easy to identify. It came in the form of outdated frameworks, missing documentation, messy databases, etc. It was something companies racked up by moving too fast, skipping the best course of action, and patching up old systems instead of improving them.  But now, a new kind of technical debt is fast emerging.

DZoneRead original

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