Weekly external links (2026-08-03)

[timescale-automation]

Weekly external-links refresh

Drafted 3 learnMore card(s) from Tiger Den content and set aside 2 item(s). Please review each card for editorial fit before merging: topic matches and add-vs-replace choices are judgment calls.

Cards applied

/learn/data-model/design-your-data-model (new, 2 links)

• blog post: Digital twin architecture: the database and data model behind a digital twin
• blog post: CAN bus data logger: decoding DBC and J1939 signals into Postgres
• note: New card. Both items are schema and data-model deep dives with SQL walkthroughs, a natural fit for the data model design overview.

/learn/continuous-aggregates (add, 4 links)

• blog post: Understanding Postgres performance limits for analytics on live data
• blog post: TimescaleDB 2.28: faster queries, lighter operations, and better schema evolution
• video: Video: continuous aggregates in TimescaleDB for faster time-series queries
• video: Video: materialized views and continuous aggregates (Lesson 8)
• note: Dropped the existing 'Video: building real-time analytics with continuous aggregates and refresh policies' to stay within the 4-link cap and make room for the TimescaleDB 2.28 release post, which headlines continuous aggregate schema evolution and lighter refreshes.

/build/examples/simulate-iot-sensor-data (add, 4 links)

• blog post: Why IoT data breaks traditional databases (and what to do instead)
• video: Video: Tiger Data workshop, build your IoT database fast with TimescaleDB
• blog post: Physical AI telemetry: database architecture for autonomous-vehicle fleets
• customer story: How Easee consolidated time-series operations across 1M+ chargers with Tiger Data
• note: Dropped the existing 'Great models aren't enough for Physical AI' link to stay within the 4-link cap and add the Easee customer story, a strong IoT sensor-data example. Card holds one customer story, within the limit.

Set aside (not linked)

• Raul Junco (X): Deleting one faulty sensor shouldn't require a full table rewrite: Pure social one-liner with no substantive walkthrough.
• Raul Junco (LinkedIn): Deleting one faulty sensor shouldn't require a full table rewrite: Pure social one-liner with no substantive walkthrough.

Affected pages

• /build/examples/simulate-iot-sensor-data

• /learn/continuous-aggregates

• /learn/data-model/design-your-data-model

• 🧪 Component kitchen sink — check for visual regressions if you changed components, styles, or dependencies.

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Project	Deployment	Actions	Updated (UTC)
tiger-data-docs	Ready	Preview	Aug 3, 2026 9:15am

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