Delivery Constraint & Opportunity Analysis
Released v25.1 Development Public
admin Updated 1 month, 2 weeks ago
Description
Run this playbook to assess your SDLC. The lake is the instrument: reconstruct the delivery cycle from real events, rank impact by people×effort plus downstream wait, and decide what to eliminate or accelerate. If you have no team yet, combine it with Edda to jump-start one. Use Team Upskill Engine dojos to give people the skills the assessment shows they are missing.
Quick Stats
Workflows
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MCE
Model and Deploy Infrastructure as Code
Lock the lake's scope and stand the AWS estate up as code so every later step lands on the same …
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BPE
Build the Operational Data Lake Pipeline
Pull operational history from the systems people actually work in into the lake, including closed work, so duration and wait …
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CAS
Constraint and Flow Analysis
Reconstruct the delivery cycle, score impact, look until the ranking can be trusted, then decide what to drop or automate. …
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TSY
Tell the Data Story
Tell one story: reconstructed cycle first, then impact, then the deficiency register (finding + decision + dE/dK/dI + receiver). dK …
Metadata
- Category:
- Development
- Author:
- admin
- Created:
- 2 months ago
- Source:
- Owned
| Order | Abbrev. | Name | Description | Activities | Actions |
|---|---|---|---|---|---|
| 1 | MCE | Model and Deploy Infrastructure as Code | Lock the lake's scope and stand the AWS estate up … | 4 | |
| 2 | BPE | Build the Operational Data Lake Pipeline | Pull operational history from the systems people actually work in … | 6 | |
| 3 | CAS | Constraint and Flow Analysis | Reconstruct the delivery cycle, score impact, look until the ranking … | 4 | |
| 4 | TSY | Tell the Data Story | Tell one story: reconstructed cycle first, then impact, then the … | 3 |
Lifecycle Phases
Stand up the operational data lake itself: pull raw activity from engineering systems (GitLab/GitHub/Jira) through a lightweight serverless pipeline, land …
Use the catalog to reconstruct the delivery cycle, score impact (people×effort plus downstream wait), look until the ranking can be …
Turn proven impact findings into one stakeholder story: reconstructed cycle first, then the matrix, then stage detail. Render with Jupyter, …
Agents
Agent: Data Platform Engineer Role Owns Datalake Formation: Scope Contract → Python CDK (DeployStack + IngestionStack + CatalogStack + EdaStack) …
Insights CommunicatorAgent: Insights Communicator Role Turns the Operations Analyst's findings into a narrative a stakeholder can act on in minutes. Owns …
Operations AnalystAgent: Operations Analyst Role Turns the catalog into an understanding of where the delivery cycle is actually slow, and what …
Version history
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