Tiger Data (@tigerdata)

41 Experiments in 6 Days: What the Human Was Actually For

41 experiments in 6 days took LoCoMo memory from F1 0.392 to 0.666. Claude wrote the code; the human caught the metrics that were lying.

10 min readtigerdata.hashnode.dev

Nov 2

How Meshtastic Metrics Exporter Turned Eight Prometheus Queries Into One with Tiger Data

Meshtastic Metrics Exporter reduced 500K+ Prometheus metric series to one Postgres database: consolidated eight queries into one with Tiger Data for 10,000 mesh radio nodes.

8 min readtigerdata.hashnode.dev

Oct 26

The Real Cost of a Single Insert in Postgres

PostgreSQL write amplification explained: why indexes multiply WAL volume, how to measure it on your tables, and four ways to reduce it without schema changes.

9 min readtigerdata.hashnode.dev

Oct 19

Is It Safe to Give an AI Agent Access to Your Production Database?

Giving an AI agent unrestricted database access isn't safe. Scoped, read-only, database-enforced access can be. See the framework and guardrails.

19 min readtigerdata.hashnode.dev

Oct 12

Tiger Cloud on Azure: Why Fully-Managed TimescaleDB Beats Self-Hosting And Other Managed Options

Tiger Cloud on Azure vs self-hosting TimescaleDB: skip-scan, compression, continuous aggregates, tiered storage, private endpoints, and cross-region backups—fully managed.

7 min readtigerdata.hashnode.dev

1Oct 5

Tiger Data

About

Available for

Tiger Data's blogs

41 Experiments in 6 Days: What the Human Was Actually For

How Meshtastic Metrics Exporter Turned Eight Prometheus Queries Into One with Tiger Data

The Real Cost of a Single Insert in Postgres

Is It Safe to Give an AI Agent Access to Your Production Database?

Tiger Cloud on Azure: Why Fully-Managed TimescaleDB Beats Self-Hosting And Other Managed Options

Tiger Data

About

Available for

Tiger Data's blogs

41 Experiments in 6 Days: What the Human Was Actually For

How Meshtastic Metrics Exporter Turned Eight Prometheus Queries Into One with Tiger Data

The Real Cost of a Single Insert in Postgres

Is It Safe to Give an AI Agent Access to Your Production Database?

Tiger Cloud on Azure: Why Fully-Managed TimescaleDB Beats Self-Hosting And Other Managed Options

Tiger Data

About

Available for

Tiger Data's blogs

41 Experiments in 6 Days: What the Human Was Actually For

How Meshtastic Metrics Exporter Turned Eight Prometheus Queries Into One with Tiger Data

The Real Cost of a Single Insert in Postgres

Is It Safe to Give an AI Agent Access to Your Production Database?

Tiger Cloud on Azure: Why Fully-Managed TimescaleDB Beats Self-Hosting And Other Managed Options

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Tiger Data

About

Available for

Tiger Data's blogs

41 Experiments in 6 Days: What the Human Was Actually For

How Meshtastic Metrics Exporter Turned Eight Prometheus Queries Into One with Tiger Data

The Real Cost of a Single Insert in Postgres

Is It Safe to Give an AI Agent Access to Your Production Database?

Tiger Cloud on Azure: Why Fully-Managed TimescaleDB Beats Self-Hosting And Other Managed Options