unit-economics

DE//AGENT currently lists 3 resources under unit-economics: 2 tutorials, 1 skill. 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:

• Attribute compute cost to a pipeline run — via Compute unit economics for a pipeline
• Define a unit metric that resists regressions — via Compute unit economics for a pipeline
• Set an alert on cost-per-run, not on total spend — via Compute unit economics for a pipeline
• Right-size warehouses per environment instead of one size for all — via Govern cloud spend — right-sizing, resource monitors, and unit economics
• Enforce budgets with resource monitors and hard credit caps — via Govern cloud spend — right-sizing, resource monitors, and unit economics
• Alert on cost-per-run, not on total spend — via Govern cloud spend — right-sizing, resource monitors, and unit economics

These resources map to stages: Reliability (2), Cloud (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. Compute unit economics for a pipeline score 34.15 — beginner
2. Govern cloud spend — right-sizing, resource monitors, and unit economics score 34.15 — intermediate
3. Cost Unit-Economics Reporter score 30.4 — intermediate

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

Start here if you're new: Compute unit economics for a pipeline.

Security-flagged entries: Cost Unit-Economics Reporter (4 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.

• Compute unit economics for a pipeline — Turn cluster and warehouse billing into unit economics — cost per run, per 1M rows, per model build — so a regression shows up as a number, not a surprise invoice. The Cost Optimiz… details
• Govern cloud spend — right-sizing, resource monitors, and unit economics — Govern cloud spend the way you govern data quality: right-size each warehouse per environment, put a resource monitor between the workload and the invoice, and alert on cost-per-ru… details
• Cost Unit-Economics Reporter — Turns cluster/warehouse billing into unit economics (cost per 1M rows, per run, per model) so a 4x regression shows up as a number, not a surprise invoice. details

Real install commands from the registry — read the source before running any of them:

npx de-agent-platform add cost-unit-economics-reporter

Cost Unit-Economics Reporter — review first

Adjacent topics: cost (3 shared), tutorial (2 shared), finops (2 shared), attribution (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.