Only 34% trust synthetic data’s referential integrity — and it’s holding adoption back
While enterprise leaders overwhelmingly believe in the promise of synthetic data, adoption lags. As a result, synthetic data has great, The post Onl…
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Grab Redesigns Counter Service Storage for 50% Lower P99 Latency
Grab migrated its high-volume Counter Service from a wide column database to Aerospike using storage abstraction, shadow traffic, data parity valida…
OpenSearch veterans launch Infino. Here’s why it matters for agent builders.
Software vendors like to claim unified systems that act as a so-called single pane of glass for any given coding The post OpenSearch veterans launch…
The Agentic Data Science Playbook
The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can exp…
The Agentic Data Science Playbook
The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can exp…
Think you need a better reranker? Check your retrieval first.
You built a search system using the latest, greatest models, and maybe you were thrilled with the outcome. But what The post Think you need a better…
Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design
Mallika Rao explains that the true complexity of adaptive recommendation systems lies outside model architecture. She discusses how real-time feedba…
How confidential AI splits control between data and model owners — and opens new opportunities for both
Most people already understand what generative AI can do. But enterprises run into problems when they need to give a The post How confidential AI sp…
Presentation: From AI Agent Demo to Production: Automated Testing and Evaluation
Zhou Yu discusses why AI agents stall in demo phase and shares how simulation-driven testing solves compliance and reliability bottlenecks. Learn ho…
Polars 2.0 pre-release comes with a 5x speed boost — but it could change row order
Working with large datasets can lead to slow queries and out-of-memory errors. Polars, an open-source library that developers and data The post Pola…
AWS Introduces Specification Driven Composition for Flexible Data Workflows
AWS describes a specification-driven approach for composing flexible data workflows by separating intent from processing logic. Architecture uses de…
Spotify Builds External Index to Enable Low Latency Point Queries on Its Data Lake
Spotify introduced external indexing architecture for Apache Parquet data lakes that enables low-latency point queries without replicating datasets…
Podcast: Rethinking Data: Moving From the Traditional Three-Tier Web Stack to Client-Side Event Sourcing
Johannes Schickling explores how he moved beyond the traditional three-tier web stack to a local-first approach. He shares his experience transition…
Spark 4.2 has a feature that could retire your vector database
Apache Spark 4.2 launched last week, and it signals an expansion of Spark’s decade-plus role at the center of enterprise The post Spark 4.2 ha…
AI can finally read your handwriting — here’s why enterprises care
The seemingly unquenchable thirst of the AI data ingestion pipeline spans language, numerical, and tabular data in the first instance, while Th…
Evolutionary Data Through Schemaboi: Achieving Forward, Backwards, and Sideways Compatibility
Drawing from the enduring adaptability of HTML and HTTP, Seph Gentle proposes embedding self-contained schemas directly into file headers, ensuring…
Presentation: Accelerating Netflix Data: A Cross-Team Journey from Offline to Online
Raj Ummadisetty and Ken Kurzweil share Netflix's architectural pivot to CloudStream, a repeatable capture, conversion, and deployment framework. The…
The “silent hallucination” loop: how our autonomous data pipeline poisoned its own vector store
Nothing matches the dread of checking a perfectly green observability dashboard with sub-100ms latency, right before an enterprise client emails The…
The database storage problem is solved. Here’s what comes next.
For most of its 30-year history, Postgres has been viewed as a transactional database. Organizations trust it with customer records, The post The da…
Presentation: Beyond Speed Limits: Exploring the Performance Power of Valkey
Senior Solution Architect Viktor Vedmich shares how engineering leaders can maximize application performance using Valkey. He discusses the open-sou…
Presentation: Architecting a Centralized Platform for Data Deletion at Netflix
The speakers discuss the architectural challenges of executing safe data deletion across distributed datastores. Balancing durability, availability…
Rayfin: Microsoft’s answer to the gap between vibe coding and enterprise production
Vibe coding has made it easier than ever to build applications. Getting those applications into enterprise production is still the The post Rayfin:…
Microsoft bets the enterprise AI race will be won on data context, not model power
Microsoft used its Build 2026 developer conference on Tuesday to note that the hard part of enterprise AI is no The post Microsoft bets the enterpri…
Fivetran’s CPO: Closed data stacks won’t survive the agent era
An AI agent let loose on a data warehouse can run ten or a hundred times more queries than a The post Fivetran’s CPO: Closed data stacks won&#…