Tagged articles

Context Graph

6 articles · Page 1 of 1

Oct 27, 2026 · Industry Insights

DataWorks Unveils Agent-Ready Lake & ADA for Enterprise Data Agents

At Yunqi 2026, Alibaba Cloud launched DataWorks as an Agent-Ready Lake platform with Context Graph for business semantics, 15 expert suites, three-layer security, open extensibility, and autonomous inspection, plus the new ADA service enabling multi-agent collaboration across MaxCompute, Flink, and EMR for natural-language big data tasks.

ADAAgent-Ready LakeAgentic AI

0 likes · 17 min read

DataWorks Unveils Agent-Ready Lake & ADA for Enterprise Data Agents

DataFunTalk

Sep 26, 2026 · Artificial Intelligence

OpenAI Demotes RAG: Context Graphs Become Primary for Enterprise Agents

OpenAI's V7 case study reveals a shift where enterprise agents query a pre-built Context Graph first, falling back to RAG only when the graph lacks information, addressing retrieval bottlenecks shown by the HERB benchmark and enabling reliable multi-step agent workflows.

Agent ArchitectureContext GraphHERB Benchmark

0 likes · 15 min read

OpenAI Demotes RAG: Context Graphs Become Primary for Enterprise Agents

TonyBai

Sep 3, 2026 · Artificial Intelligence

How Uber Scaled AI Agents 9.4x While Keeping Costs Flat: A Cost Equation Breakdown

Uber's engineering blog reveals how they scaled AI agent usage 9.4x while keeping costs flat by decomposing total spend into six measurable variables, optimizing model selection via benchmarks, reducing token consumption through CLI-based MCP calls and Code-Mode, leveraging a 24M-node context graph, and implementing real-time cost visibility for engineers.

AI agentsCode-ModeContext Graph

0 likes · 26 min read

How Uber Scaled AI Agents 9.4x While Keeping Costs Flat: A Cost Equation Breakdown

Design Hub

Aug 31, 2026 · Artificial Intelligence

How Uber Transforms AI Programming into a Scalable Software Factory

Uber’s engineering blog reveals how the company embeds AI agents across the entire software lifecycle—covering code review, CI fixes, alert triage and routine maintenance—by defining a four‑layer agent model, breaking cost into six variables, and applying Pareto‑efficient model routing to keep usage growth from exploding the bill while delivering measurable productivity gains.

AI agentsContext GraphCost Optimization

0 likes · 25 min read

How Uber Transforms AI Programming into a Scalable Software Factory

Fighter's World

Feb 7, 2026 · Artificial Intelligence

Who Will Capture the Trillion‑Dollar Value of Context Graphs?

The article analyzes why Context Graphs can unlock trillion‑dollar value by unifying heterogeneous enterprise systems, how platform‑level compounding effects outpace vertical AI agents, the strategic advantage of data companies in cross‑system integration, and why open standards and unified Context layers will decide the market winners.

AI agentsCompetitive AnalysisContext Graph

0 likes · 25 min read

Who Will Capture the Trillion‑Dollar Value of Context Graphs?

Fighter's World

Jan 2, 2026 · Artificial Intelligence

How AI Agents Are Redefining Systems of Record into Decision‑Making Engines

The article argues that AI agents will transform traditional Systems of Record, which only store outcomes, into next‑generation decision‑capturing Systems of Action by introducing event‑driven Context Graphs, addressing blind spots, technical challenges, and outlining strategic business paths for this paradigm shift.

AI agentsAI infrastructureContext Graph

0 likes · 30 min read

How AI Agents Are Redefining Systems of Record into Decision‑Making Engines