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Tagged articles

data-discovery

5 articles · Page 1 of 1
Machine Heart
Machine Heart
Jul 3, 2026 · Artificial Intelligence

What Happens When a Code Agent Faces 1,000+ Files? CoDA‑Bench Exposes the Real Bottleneck

CoDA‑Bench, a new benchmark from RUC, places code agents in a sandbox containing over a thousand heterogeneous data files and requires them to locate the correct dataset, write analysis code, and produce answers, revealing that current agents achieve only about 61 % accuracy overall and struggle mainly with data discovery rather than code generation.

Artificial Intelligencebenchmarkcode-agent
0 likes · 9 min read
What Happens When a Code Agent Faces 1,000+ Files? CoDA‑Bench Exposes the Real Bottleneck
DataFunSummit
DataFunSummit
Sep 19, 2025 · Big Data

Unlocking Data Lineage: SQL Bloodline for Discovery, Governance & Protection

This article explains how SQL lineage (bloodline) technology can be leveraged in offline data warehouses to enable precise data discovery, automated tag propagation, fine‑grained data governance, column‑level TTL management, and dynamic masking for data protection, illustrating implementation steps, strategies, and real‑world use cases.

Dynamic MaskingSQL lineagedata governance
0 likes · 28 min read
Unlocking Data Lineage: SQL Bloodline for Discovery, Governance & Protection
Architects Research Society
Architects Research Society
Jun 6, 2019 · Big Data

A Guide to Data Strategy: Key Questions and Framework for Executives

The article outlines a comprehensive data‑strategy framework for executives, highlighting business pressures, value, management, and data‑management considerations, and provides key questions to guide data discovery, business discovery, and the continual evolution of a practical, actionable data strategy.

Business AnalyticsData Managementdata strategy
0 likes · 9 min read
A Guide to Data Strategy: Key Questions and Framework for Executives