config

DE//AGENT currently lists 3 resources under config: 2 tutorials, 1 reference. Everything below is derived from the live registry — counts, capabilities, verification state and security posture come from the curated records, never from marketing copy.

Documented learning objectives across these resources:

• Name the twelve-factor principles that map onto pipeline jobs — via The twelve-factor vocabulary for pipeline jobs
• Treat config, backing services, logs, and disposability as shared vocabulary — via The twelve-factor vocabulary for pipeline jobs
• Connect the methodology to the data engineering lifecycle — via The twelve-factor vocabulary for pipeline jobs
• Map a lag symptom to its cause before changing any config — via Production gotchas — the configs and capacities that break streams
• Refuse the destructive shortcuts — offset resets and hand-edited offsets — via Production gotchas — the configs and capacities that break streams
• Size consumers to partitions and fix the sink when lag is uniform — via Production gotchas — the configs and capacities that break streams

These resources map to stages: Foundations (2), Streaming (1). Follow the four-phase roadmap to place this topic inside a progression instead of learning it in isolation.

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.

How scores are computed: source quality score.

Highest composite score first:

1. The twelve-factor vocabulary for pipeline jobs score 34.15 — beginner
2. Production gotchas — the configs and capacities that break streams score 34.15 — intermediate
3. The Twelve-Factor App score 27.7 — difficulty not documented

Scores rank provenance, completeness and trust — read how verification works before adopting anything.

Start here if you're new: The twelve-factor vocabulary for pipeline jobs.

• The twelve-factor vocabulary for pipeline jobs — Data pipelines run as jobs on shared infrastructure, so the twelve-factor principles apply to them — config in the environment, backing services as attached resources, logs as even… details
• Production gotchas — the configs and capacities that break streams — The five causes of consumer lag on one card, the two destructive shortcuts that must never happen, and the capacity trap of scaling past the partition count. Ends with the alert th… details
• The Twelve-Factor App — The classic twelve principles for building services that run portably: config in the environment, backing services as attached resources, logs as event streams, disposability and d… details

Adjacent topics: tutorial (2 shared), foundations (2 shared), logging (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.