Tag: Data
146
Don't Ingest the CSV. Point Hive at It.
Hive still maps a table name to a directory of files
2026-08-26
145Don't Sandbox Python. Embed Starlark.
starlark-go in a Go server: FileOptions, host bindings, and a cancel watchdog
2026-08-24
143Do 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
2026-08-20
142Knowledge 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
2026-08-17
137Write-Heavy and Always On: Cassandra and Scylla on Kubernetes
Running Cassandra and Scylla on K8ssandra and the Scylla Operator after Rook dropped its own
2026-08-04
136Event-Driven Object Processing: Bucket Events to Jobs
Object storage that triggers work, a self-hosted answer to S3 plus Lambda on your own cluster
2026-08-02
135An 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
2026-08-01
133IoT 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
2026-07-29
131When 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
2026-07-26
128Does 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
2026-07-22
124The 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
2026-07-15
122Self-Hosted BI with Apache Superset
Dashboards and SQL exploration over the lakehouse and Postgres, a Tableau replacement on the platform's SSO
2026-07-11
121Self-Hosted Integration with Apache NiFi
Visual dataflow and ETL on your own cluster, instead of Workato and the iPaaS vendors
2026-07-09
119Your Own Snowflake: A Trino and Iceberg Lakehouse
SQL analytics over open table formats on the object storage you own
2026-07-05
118Self-Hosted S3 with SeaweedFS
S3-compatible object storage for the data lake, backups, and the lakehouse
2026-07-03
117A Search Layer You Own: OpenSearch on Kubernetes
The index for the platform, on the Apache-licensed fork of Elasticsearch
2026-07-01
116Kafka Without ZooKeeper: KRaft on Kubernetes with Strimzi
A real-time event backbone, without the separate ZooKeeper ensemble to operate
2026-06-29
114A Database You Own: Postgres with CloudNativePG
High-availability PostgreSQL on your own storage, without the managed bill
2026-06-27
113Where 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.
2026-06-26
109One 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.
2026-06-22
106Build a Better Platform Than You're Renting
Cloud-grade data platforms from FOSS on Kubernetes, now that agents run the hard part
2026-06-14
75MCP Is Flawed. Build With It Anyway.
Context has always been the hard problem. MCP forces you to solve it.
2026-01-20
74AI Data Lake Access with MCP and S3
Building composable MCP servers for object storage
2026-01-19
73AI Data Warehouse Access with MCP and Trino
Building composable MCP servers for enterprise data
2026-01-17
53Advanced Platform Development with Kubernetes
Enabling Data Management, the Internet of Things, Blockchain, and Machine Learning
2020-08-30
41Kafka on Kubernetes
Deploy a highly available Kafka cluster on Kubernetes.
2018-09-25
35Elasticsearch Essential Queries
Getting started with Elasticsearch
2018-07-26
34Remote Query Elasticsearch on Kubernetes
Local workstation-based microservices development
2018-07-25
33High Traffic JSON Data into Elasticsearch on Kubernetes
Instant, reliable, send and forget.
2018-07-18
32Kibana on Kubernetes
Visualize your Elasticsearch data.
2018-07-15