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cdc
5 registry resources · 1 tutorial, 1 skill · roadmap: Streaming
What this topic covers
DE//AGENT currently lists 5 resources under cdc: 1 tutorial, 1 skill, 1 runbook. Everything below is derived from the live registry — counts, capabilities, verification state and security posture come from the curated records, never from marketing copy.
Also present: 1 pattern, 1 reference.
What you can learn here
Documented learning objectives across these resources:
- Order change events deterministically — via CDC Merge Designer
- Handle deletes (tombstones) without losing history — via CDC Merge Designer
- Make the merge idempotent under replay — via CDC Merge Designer
- Read the write-ahead log instead of polling source tables — via Stream changes, not tables — CDC from Postgres into the lakehouse
- Order events by LSN and dedupe before merging — via Stream changes, not tables — CDC from Postgres into the lakehouse
- Handle tombstones without losing history — via Stream changes, not tables — CDC from Postgres into the lakehouse
Where this fits in the learning roadmap
These resources map to stage: Streaming (5). Follow the four-phase roadmap to place this topic inside a progression instead of learning it in isolation.
Compare the registry's options
Every entry, its shape and its trust state — sorted by the registry's composite score. This table is the honest version of a marketing comparison: no sponsored placements, no unverifiable claims.
| Resource | Type | Difficulty | Verification | Score |
|---|---|---|---|---|
| CDC Merge Designer | Skill | advanced | community flags | 39.5 |
| Postgres CDC to Lakehouse | Pattern | advanced | community flags | 34.25 |
| Stream changes, not tables — CDC from Postgres into the lakehouse | Tutorial | intermediate | community | 34.15 |
| CDC stopped | Runbook | advanced | community flags | 29.25 |
| Debezium Documentation | Reference | — | community | 26.7 |
How scores are computed: source quality score.
Where to start
Highest composite score first:
- CDC Merge Designer score 39.5 — advanced
- Postgres CDC to Lakehouse score 34.25 — advanced
- Stream changes, not tables — CDC from Postgres into the lakehouse score 34.15 — intermediate
Scores rank provenance, completeness and trust — read how verification works before adopting anything.
Good fits
Reach for these with production experience: CDC Merge Designer, Postgres CDC to Lakehouse, CDC stopped.
Cautions and limitations
Security-flagged entries: CDC Merge Designer (1 flag), Postgres CDC to Lakehouse (2 flags), CDC stopped (3 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.
Known limits: A nightly batch is sufficient and the source is small (Postgres CDC to Lakehouse)
Production use cases
- CDC Merge Designer — Produces a MERGE (or Delta/Iceberg merge) that applies inserts, updates and deletes from a CDC stream correctly, including out-of-order events and tombstones. details
- Postgres CDC to Lakehouse — Batch extraction from an OLTP database loads it and still misses deletes and mid-day changes. details
- Stream changes, not tables — CDC from Postgres into the lakehouse — The intermediate pattern that replaces nightly extraction: read the write-ahead log through Debezium, stream through Kafka, dedupe by LSN, and MERGE into Delta/Iceberg. Covers tomb… details
- Debezium Documentation — Debezium's documentation — source and sink connectors, the change-event envelope format, initial snapshots, schema history handling, and the operational pitfalls of running connect… details
Install and inspect
Real install commands from the registry — read the source before running any of them:
npx de-agent-platform add cdc-merge-designerCDC Merge Designer — review first
Further study
Adjacent topics: lakehouse (2 shared).
Study path: the roadmap places this topic in a progression · the scoring model explains the numbers · the trust rule catalog shows every security check these entries passed through.
Full resource list
| Resource | Type | Score |
|---|---|---|
| CDC Merge Designer | Skill | 39.5 |
| Postgres CDC to Lakehouse | Pattern | 34.25 |
| Stream changes, not tables — CDC from Postgres into the lakehouse | Tutorial | 34.15 |
| CDC stopped | Runbook | 29.25 |
| Debezium Documentation | Reference | 26.7 |