Tag: Data

37 NOTES
146

Don't Ingest the CSV. Point Hive at It.

Hive still maps a table name to a directory of files
MCPGOAGENTSHIVE
2026-08-26
145

Don't Sandbox Python. Embed Starlark.

starlark-go in a Go server: FileOptions, host bindings, and a cancel watchdog
MCPGOAGENTSSTARLARK
2026-08-24
143

Do Cross-References Help LLM Agents Complete Documents?

The agent found every page certified unreachable. Links cut search cost and keep working when search is off; they do not change what it reaches
MCPAIAGENTSDATA
2026-08-20
142

Knowledge Pollution: Verification Displacement, Capability, and the Price of a Curation Gate

A wrong note that passed review spread only where the agent could have checked it, and only on Haiku 4.5: 16 of 24, against 0 of 24 on Sonnet 5 and Opus 5
MCPAIAGENTSDATA
2026-08-17
137

Write-Heavy and Always On: Cassandra and Scylla on Kubernetes

Running Cassandra and Scylla on K8ssandra and the Scylla Operator after Rook dropped its own
KUBERNETESFOSSPLATFORMCASSANDRA
2026-08-04
136

Event-Driven Object Processing: Bucket Events to Jobs

Object storage that triggers work, a self-hosted answer to S3 plus Lambda on your own cluster
KUBERNETESFOSSPLATFORMSEAWEEDFS
2026-08-02
135

An Instrument for MCP Agent Studies

The harness behind two DOI-archived benchmark reports, and why a study premise can be killed in one working day
MCPAIAGENTSDATA
2026-08-01
133

IoT Ingest You Own: MQTT With Mosquitto on Kubernetes

Lightweight device messaging into the platform, bridged to Kafka, with the Mosquitto 2.0 change the old guides miss
KUBERNETESFOSSPLATFORMMQTT
2026-07-29
131

When Do Agents Use Stored Knowledge?

A benchmark that killed its own hypothesis: strong models re-derive what they can check, and a weak model trusts a stale note over the evidence in front of it
MCPAIAGENTSDATA
2026-07-26
128

Does a Semantic Knowledge Layer Make an Agent Measurably Better?

A reproducible benchmark: 42.7% to 98.7% on knowledge-trap questions, and a platform that learns from empty
MCPAIAGENTSDATA
2026-07-22
124

The Agent Gateway to Your Platform: mcp-data-platform

An Apache-2.0 MCP server that gives frontier models access and grounded context to everything you built
KUBERNETESFOSSPLATFORMMCP
2026-07-15
122

Self-Hosted BI with Apache Superset

Dashboards and SQL exploration over the lakehouse and Postgres, a Tableau replacement on the platform's SSO
KUBERNETESFOSSPLATFORMSUPERSET
2026-07-11
121

Self-Hosted Integration with Apache NiFi

Visual dataflow and ETL on your own cluster, instead of Workato and the iPaaS vendors
KUBERNETESFOSSPLATFORMAPACHE NIFI
2026-07-09
119

Your Own Snowflake: A Trino and Iceberg Lakehouse

SQL analytics over open table formats on the object storage you own
KUBERNETESFOSSPLATFORMTRINO
2026-07-05
118

Self-Hosted S3 with SeaweedFS

S3-compatible object storage for the data lake, backups, and the lakehouse
KUBERNETESFOSSPLATFORMSTORAGE
2026-07-03
117

A Search Layer You Own: OpenSearch on Kubernetes

The index for the platform, on the Apache-licensed fork of Elasticsearch
KUBERNETESFOSSPLATFORMOPENSEARCH
2026-07-01
116

Kafka Without ZooKeeper: KRaft on Kubernetes with Strimzi

A real-time event backbone, without the separate ZooKeeper ensemble to operate
KUBERNETESFOSSPLATFORMKAFKA
2026-06-29
114

A Database You Own: Postgres with CloudNativePG

High-availability PostgreSQL on your own storage, without the managed bill
KUBERNETESFOSSPLATFORMPOSTGRESQL
2026-06-27
113

Where Tribal Knowledge Goes

An insight an analyst shares mid-session becomes a reviewed, signed-off change to the catalog rather than vanishing when the conversation ends.
MCPAGENTSDATAAI
2026-06-26
109

One Process, Many MCP Servers

Compose mcp-trino, mcp-datahub, and mcp-s3 as Go libraries behind one endpoint, instead of running three servers that can't see each other.
MCPGOAGENTSDATA
2026-06-22
106

Build a Better Platform Than You're Renting

Cloud-grade data platforms from FOSS on Kubernetes, now that agents run the hard part
KUBERNETESDATAAIFOSS
2026-06-14
75

MCP Is Flawed. Build With It Anyway.

Context has always been the hard problem. MCP forces you to solve it.
MCPAIDATAARCHITECTURE
2026-01-20
74

AI Data Lake Access with MCP and S3

Building composable MCP servers for object storage
MCPAIDATAS3
2026-01-19
73

AI Data Warehouse Access with MCP and Trino

Building composable MCP servers for enterprise data
MCPAIDATATRINO
2026-01-17
53

Advanced Platform Development with Kubernetes

Enabling Data Management, the Internet of Things, Blockchain, and Machine Learning
KUBERNETESDATAMACHINE LEARNINGBLOCKCHAIN
2020-08-30
41

Kafka on Kubernetes

Deploy a highly available Kafka cluster on Kubernetes.
KAFKAKUBERNETESDATA
2018-09-25
35

Elasticsearch Essential Queries

Getting started with Elasticsearch
ELASTICSEARCHDATA
2018-07-26
34

Remote Query Elasticsearch on Kubernetes

Local workstation-based microservices development
KUBERNETESELASTICSEARCHDATA
2018-07-25
33

High Traffic JSON Data into Elasticsearch on Kubernetes

Instant, reliable, send and forget.
KUBERNETESELASTICSEARCHDATAJSON
2018-07-18
32

Kibana on Kubernetes

Visualize your Elasticsearch data.
KUBERNETESELASTICSEARCHDATAKIBANA
2018-07-15