Junior Edda

Released v73.0 Development Public

admin Updated 2 days, 16 hours ago

Description

The goal of this playbook is to enable rapid development, deployment and operations of web-based SaaS products. It includes ten workflows in two parts: Inception (ESM — Envision System, DTA — Define Architecture, DSP — Deploy Software Process, EST — Estimate Project, DCI — Deploy Cloud Infra, DCD — Deploy CI/CD) and Delivery Loop (BSP — Bootstrap Project, BPE — Build Feature, PIN — Plan Iteration, MIN — Manage Iteration).

Quick Stats

Workflows

ESM Envision the System
Turn your vision into formal design artifacts - user journey, screen flow, mockups, feature files, and design system
DTA Define Architecture
Analyze ESM artifacts, make architectural decisions across 16 domains (application structure through documentation strategy), scan available Skills for coverage, and …
DSP Deploy Software Process
Check prerequisite artifacts (ESM, DTA), choose target AI IDE, and generate configuration (CLAUDE.md / copilot-instructions.md / Windsurf/Cursor rules) so AI …
EST Estimate the Project
Two-level estimation workflow for AI-assisted software development. Level 1 produces T-shirt-sized SWAG from BDD scenarios. Level 2 (Function Point decomposition) …
DCI Design & Deploy Cloud Infra
Design and deploy cloud infrastructure using AWS CDK with Python. Supports two deployment styles chosen in DCI-01: Kubernetes/EKS (separate infra …
DCD Design & Deploy CICD
Design and deploy CI/CD pipeline using GitHub Actions in the application monorepo. Create Helm chart with per-environment values, add container …
BSP Bootstrap Project
Bootstrap a greenfield project from SAO.md decisions. Install prerequisites, initialize repository, scaffold structure, configure tooling, create Makefile, verify with a …
BPE Build Feature
Interactive, feature-by-feature AI-assisted development. Use BPE after ESM, DTA, DSP, and BSP are complete to build one feature spec at …
PIN Plan Iteration
Dark-factory sprint planning. Use PIN when ESM, DTA, DSP, and BSP are complete and you want to deliver a full …
MIN Manage Iteration
Feature-driven, team-lead-driven sprint execution. Advanced-model TL orchestrates the full build→integrate→test→fix→close cycle, one issue at a time. TL dispatches cheap-fast dr-dobbs …
TFK Test Automation Framework
Establish and maintain the test automation infrastructure following the Test Trophy model (integration-heavy, no mocking). Manages the behave+pytest harness, BDD …

Metadata

Category:: Development
Author:: admin
Created:: 5 months, 1 week ago
Source:: Owned

Order	Abbrev.	Name	Description	Activities
1	ESM	Envision the System	Turn your vision into formal design artifacts - user journey, …	7
2	DTA	Define Architecture	Analyze ESM artifacts, make architectural decisions across 16 domains (application …	20
3	DSP	Deploy Software Process	Check prerequisite artifacts (ESM, DTA), choose target AI IDE, and …	6
4	EST	Estimate the Project	Two-level estimation workflow for AI-assisted software development. Level 1 produces …	8
5	DCI	Design & Deploy Cloud Infra	Design and deploy cloud infrastructure using AWS CDK with Python. …	7
6	DCD	Design & Deploy CICD	Design and deploy CI/CD pipeline using GitHub Actions in the …	7
7	BSP	Bootstrap Project	Bootstrap a greenfield project from SAO.md decisions. Install prerequisites, initialize …	8
8	BPE	Build Feature	Interactive, feature-by-feature AI-assisted development. Use BPE after ESM, DTA, DSP, …	9
9	PIN	Plan Iteration	Dark-factory sprint planning. Use PIN when ESM, DTA, DSP, and …	5
10	MIN	Manage Iteration	Feature-driven, team-lead-driven sprint execution. Advanced-model TL orchestrates the full build→integrate→test→fix→close …	7
11	TFK	Test Automation Framework	Establish and maintain the test automation infrastructure following the Test …	9

Lifecycle Phases

Inception Order: 1

28 activities

Inception phase establishes the product vision, UX specification, and software architecture before any code is written. Workflow execution sequence: (1) …

Elaboration Order: 2

41 activities

Elaboration phase translates the Inception architecture into a working, deployable system. All workflows in this phase depend on DTA outputs …

Construction Order: 3

17 activities

PIN → MIN → BPE until done

Operations Order: 4

0 activities

L1 + L2 + L3 support

Incident Response Order: 5

0 activities

Issue handling, fixes, emergency response

Agents

dr-dobbs

Agent: dr-dobbs Archetype: Precise, test-driven implementer. Named for the craft tradition of Dr. Dobb's Journal — code that works, proven …

Dr. Dobbs v2

Cautious Developer Agent Guide Motto: "Code that's easy to prove correct is code that works" Core Principles 1. Defensive Programming …

Saga

Saga is the UAT (User Acceptance Testing) agent for the Manage Iteration workflow. It operates as a medium-reasoning model and …

Team Lead

You are the Lead Engineer of a factory of specialist coding agents. You do not write production code yourself. You …

Version history

Compare latest two

v73.0 major
DROP Sequence from Manifest; ADD TL Fixes Blockers and Regresses; ALTER Manage Iteration; ALTER Human Acceptance; ALTER Publish; ALTER TL Dispatches Workers to Build; DROP Close Iteration; ADD Saga; ALTER Activate Iteration; ALTER Load Context from PIN Artifacts; ADD TL Integrates and Gates Each Feature; ALTER Acceptance, Bug Reports & Deploy Fixes; ADD Team Lead; ADD TL Closes Sprint with Lessons and Release; ADD Iteration Lessons Learned Document; ADD Release Notes Draft; LINK Skill:28 →

pip
PIP #72
v72.0 major
ALTER Plan Iteration; ALTER Build Feature; ALTER Manage Iteration; ALTER Feed into Implementation; ALTER Write SAO.md; ALTER Review & Commit; ALTER Configure Observability & Logging

pip
PIP #71
v71.0 major
ALTER SAO.md § Test Strategy; ALTER System Architecture Overview Template

pip
PIP #68
v70.0 major
ADD Assert Agent Story; ADD Agent Integration Proof Patterns; ADD Agent Task Eval; ALTER Not Mock In Integration Tests; ALTER Assert Log Story; ALTER Test Trophy Architecture; ALTER pytest Runner Configuration; ALTER Define Test Architecture; ALTER Bootstrap Test Harness; ALTER Build Step Library; ALTER Build Fixture Library; ALTER Wire CICD Integration; ALTER Add Step and/or Fixture to Library; ALTER Validate Test Health; ALTER Prepare Test Report; ALTER Define Test Strategy; ALTER Define

pip
PIP #67
v69.0 major
ALTER Github Issues; ALTER Implement Backend; ALTER Execute; ALTER Plan Feature; ALTER Small Increments

pip
PIP #64
v68.0 major
ALTER Create Mockups

pip
PIP #66
v67.0 major
ALTER Behave-Django BDD Runner; ALTER Build Fixture Library; ALTER Establish E2E Infrastructure; ALTER Test Fixture Data Management; LINK Skill:45 → Activity:192 (skill_activity); LINK Skill:45 → Activity:190 (skill_activity)

pip
PIP #63
v66.0 major
ADD Fix Bug; ADD Bug Report; LINK Activity:103 → Activity:#act-fix-bug (activity_predecessor); LINK Agent:3 → Activity:#act-fix-bug (agent_activity); LINK Artifact:#art-bug-report → Activity:#act-fix-bug (artifact_activity); ALTER Acceptance, Bug Reports & Deploy Fixes; ALTER Check Definition of Done; ALTER Finalize Feature

pip
PIP #62
v65.0 major
ALTER Process Change Request; ADD Change Reconciliation Document; LINK Artifact:4 → Activity:103 (artifact_activity); LINK Artifact:6 → Activity:103 (artifact_activity); LINK Artifact:7 → Activity:103 (artifact_activity); LINK Artifact:8 → Activity:103 (artifact_activity); LINK Artifact:5 → Activity:103 (artifact_activity); LINK Artifact:21 → Activity:103 (artifact_activity)

pip
PIP #59
v64.0 major
ALTER Plan Feature; ALTER Close Iteration; ALTER Orient & Validate Scope

pip
PIP #56
v63.0 major
ALTER Close Iteration; ALTER Orient & Validate Scope; ALTER Plan Feature; LINK Rule:14 → Activity:182 (rule_activity); LINK Rule:6 → Activity:182 (rule_activity); LINK Agent:9 → Activity:181 (agent_activity)

pip
PIP #53
v62.0 major
ALTER Github Issues

pip
PIP #54
v61.0 major
ALTER Github Issues

pip
PIP #54
v60.0 major
ALTER Close Iteration; ALTER Orient & Validate Scope; ALTER Plan Feature; LINK Rule:14 → Activity:182 (rule_activity); LINK Rule:6 → Activity:182 (rule_activity); LINK Agent:9 → Activity:181 (agent_activity)

pip
PIP #53
v59.0 major
LINK Activity:178 → Activity:179 (activity_predecessor); LINK Activity:179 → Activity:180 (activity_predecessor); LINK Activity:180 → Activity:181 (activity_predecessor); LINK Activity:181 → Activity:182 (activity_predecessor); LINK Activity:182 → Activity:183 (activity_predecessor)

pip
PIP #52
v58.0 major
ALTER Write SAO.md

pip
PIP #51
v57.0 major
ALTER Manage Iteration; ALTER Load Context from PIN Artifacts; ALTER Sequence from Manifest; ALTER Close Iteration; ALTER Acceptance, Bug Reports & Deploy Fixes; ALTER Execute

pip
PIP #47
v56.0 major
ALTER Human Acceptance

pip
PIP #48
v55.0 major
ALTER Define AI Agent Architecture; ALTER System Architecture Overview Template; ALTER AI Agent Reference Architecture

pip
PIP #45
v54.0 major
ALTER Define AI Agent Architecture; ALTER System Architecture Overview Template; ALTER AI Agent Reference Architecture

pip
PIP #43
v53.0 major
ALTER Informative Logging; DROP Add Logging; ADD Assert Log Story; LINK Rule:16 → Activity:96 (rule_activity); LINK Rule:#assert-log-story → Activity:181 (rule_activity); LINK Rule:16 → Activity:181 (rule_activity); LINK Rule:16 → Activity:101 (rule_activity); LINK Rule:#assert-log-story → Activity:97 (rule_activity); LINK Rule:#assert-log-story → Activity:188 (rule_activity); ADD Pytest Log Story Assertions; LINK Skill:#log-story-skill → Activity:188 (skill_activity); LINK Skill:#log-story

pip
PIP #42
v52.0 major
ALTER MCP FastMCP Reference Architecture

pip
PIP #41
v51.0 major
ALTER MCP FastMCP Reference Architecture

pip
PIP #39
v50.0 major
ALTER Define AI Agent Architecture; ALTER System Architecture Overview Template; ALTER AI Agent Reference Architecture

pip
PIP #38
v49.0 major
ALTER MCP FastMCP Reference Architecture; ALTER Define MCP Architecture

pip
PIP #34
v48.0 major
ALTER Define MCP Architecture

pip
PIP #30
v47.0 major
ADD Define AI Agent Architecture; ADD Define MCP Architecture; ALTER Write SAO.md; ADD AI Agent Reference Architecture; ADD MCP FastMCP Reference Architecture; ALTER System Architecture Overview Template; ALTER Plan Feature

pip
PIP #28
v46.0 major
ALTER Bootstrap Test Harness; ALTER Build Step Library; ALTER Establish E2E Infrastructure; ALTER Behave Configuration; ALTER Behave-Django BDD Runner; ALTER Gherkin Step Library Patterns; ALTER Implement Feature Acceptance Tests; ALTER Implement Journey Certification Tests; ALTER Write Feature Files

pip
PIP #27
v45.0 major
ALTER Define Test Architecture; ALTER SAO.md § Test Strategy; ALTER Define Test Strategy; ALTER Write SAO.md

pip
PIP #23
v44.0 major
ALTER Plan Feature

pip
PIP #25
v43.0 major
ADD INFRA Requirements (EB Reference); ADD CICD Requirements (Release-Gated EB Reference); ADD INFRA Verification Checklist (EB Reference); LINK Artifact:#infra-reqs-eb → Activity:75 (artifact_activity); LINK Artifact:#cicd-reqs → Activity:82 (artifact_activity); LINK Artifact:#cicd-reqs → Activity:85 (artifact_activity)

pip
PIP #21
v42.0 major
ALTER Review SAO & Define CICD Requirements; ALTER Build CI Pipeline; ALTER Implement Switch & Rollback; ALTER GitHub Actions Patterns

pip
PIP #20
v41.0 major
ALTER AWS Elastic Beanstalk Blue/Green Deployment

pip
PIP #19
v40.0 major
ALTER Design & Deploy Cloud Infra; ALTER Build Compute & Container Registry Stack; ALTER Scaffold Infra Repo & CDK Project; ALTER Build Route53 & DNS Stack; ALTER Create Infra GH Workflow; ALTER Deploy & Verify Cloud Environment; ALTER AWS CDK with Python

pip
PIP #18
v39.0 major
ALTERed activities verified — all 7 cross-workflow activities (ESM-05, BPE Plan Feature, BPE-04, BPE-05, DCD-04, DCD-05, MIN-05) have their TAF integration guidance appended correctly

release
v36.0 major
ALTER Informative Logging

pip
PIP #16
v35.0 major
ADD Test Automation Framework; ADD Define Test Architecture; ADD Bootstrap Test Harness; ADD Build Step Library; ADD Build Fixture Library; ADD Wire CICD Integration; ADD Establish E2E Infrastructure; ADD Add Step and/or Fixture to Library; ADD Validate Test Health; ADD Prepare Test Report; ADD Behave-Django BDD Runner; ADD Test Trophy Architecture; ADD Gherkin Step Library Patterns; ADD AutoFixture and FactoryBoy Patterns; ADD Test Architecture Document; ADD Step Library Catalog; ADD Fixtu

pip
PIP #15
v34.0 major
ALTER Define Information Architecture; ADD Bootstrap 5-based Design System for Django & HTMX; LINK Skill:#bs5_design_system_skill → Activity:37 (skill_activity)

pip
PIP #13
v33.0 major
ALTER Review SAO & Define Infra Requirements; ALTER Build Compute & Container Registry Stack; ALTER Create Deployment Manifest; ADD AWS Elastic Beanstalk Blue/Green Deployment; LINK Skill:#aws-eb-blue-green → Activity:77 (skill_activity); LINK Skill:#aws-eb-blue-green → Activity:80 (skill_activity); LINK Skill:#aws-eb-blue-green → Activity:82 (skill_activity); LINK Skill:#aws-eb-blue-green → Activity:85 (skill_activity); LINK Skill:#aws-eb-blue-green → Activity:86 (skill_activity)

pip
PIP #12
v17.0 major
Collected feedback on MIN incorporated: now AI-assisted, not autonomous.

release
v13.0 major
New PIP & MIT Workflow to run entire SPRINT at once.

release

Older entries appear above in chronological order when present.