production

DE//AGENT currently lists 14 resources under production: 13 tutorials, 1 hook. 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:

• Run the full cloud guardrail checklist on your own platform — via Capstone — the cloud guardrail checklist
• Turn each series lesson into a standing check with an owner — via Capstone — the cloud guardrail checklist
• Produce the four review outputs as evidence — via Capstone — the cloud guardrail checklist
• Run the full standing checklist on one table you own — via Capstone — the standing lakehouse checklist
• Turn the four-part maintenance plan into a scheduled job with alerts — via Capstone — the standing lakehouse checklist
• Apply the escalation line — page only on a freshness-SLA threat — via Capstone — the standing lakehouse checklist
• Run the full checklist — contract, CI gate, promotion gate, quarantine, alerts — against one dataset — via Capstone — wire a dataset's quality gates end to end
• Point at the registry artifact that enforces each gate — via Capstone — wire a dataset's quality gates end to end

31 more objectives live on the individual resource pages.

These resources map to stages: Cloud (2), Lakehouse (1), Data Quality (1), Observability (2), Reliability (3), Streaming (1), Orchestration (1), Agentic Data Engineering (1), System Design (1), Warehousing (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.

2 more in the full list below.

How scores are computed: source quality score.

Highest composite score first:

1. Capstone — the cloud guardrail checklist score 34.15 — intermediate
2. Capstone — the standing lakehouse checklist score 34.15 — intermediate
3. Capstone — wire a dataset's quality gates end to end score 34.15 — intermediate

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

Start here if you're new: Production Write Confirmation.

Reach for these with production experience: Capstone — the guarded agent checklist, Production gotchas — premature scaling and the missing capacity plan, Warehouse production gotchas — cost, full refreshes, late data.

Security-flagged entries: Production gotchas: alert fatigue, missing contracts, no-data silence (2 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.

• Capstone — the cloud guardrail checklist — Close the series by turning nine lessons into one standing checklist: workgroup bytes limits and compaction on storage, sized workers and stable bookmarks on compute, resource moni… details
• Capstone — the standing lakehouse checklist — Close the series by running the full checklist on one table you own: zones with gates, a deliberately chosen format, the three standing monitors, the four-part maintenance plan as … details
• Capstone — wire a dataset's quality gates end to end — Close the series by walking one SLA-bearing dataset through every gate the series taught — six-part contract, CI compatibility check, staged quality suite, quarantine split, quaran… details
• Capstone: the data-platform observability checklist — Ten lessons compress into one page. Declare SLAs, express them as metrics and alerts with explicit no-data handling, instrument runs with traces, emit lineage events, keep the cata… details

Adjacent topics: tutorial (13 shared), capstone (5 shared), checklist (5 shared), cost (2 shared), reliability (2 shared), incidents (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.