Singularity in engineering.
A 14-session training program that levels the Automata One team from "uses Claude Code" to senior-grade workflow fluency. Every lesson anchored in real code from our Phoenix and Call-Auditor repos.
Open Module 1Five phases
Foundations
What changes when the tool is an agent. Install, anatomy of a session, context, and CLAUDE.md.
Discipline
The plan → build → verify loop. Failure modes, mindset, and the 5/9 Coolify-Redis case study.
Power Tools
Skills, subagents, hooks, MCP servers. Real wiring against Phoenix LMS + Call-Auditor.
Shipping
GitHub + Greptile loop, parallel workflows, production readiness (security · RLS · observability).
Capstone
Spec → PR mini-build, then a real Phoenix feature end-to-end under all the discipline.
All modules
M01 A New Way to Build Foundations
M02 Claude Code 101 Foundations
Phoenix-Education-WebsiteM03 Context & CLAUDE.md Foundations
Call-Auditor/CLAUDE.md · graded exercise writes one for a Phoenix repoM04 The Plan → Build → Verify Loop Discipline
PHOENIX-Study-Abroad-BackendM05 Operating Discipline & Failure Modes Discipline
PHOENIX-LMS-Backend/src/db/redis.pyM06 Skills Power Tools
M07 Subagents Power Tools
M08 Hooks Power Tools
M09 MCP Servers Power Tools
M10 GitHub + Greptile Review Loop Shipping
/greploop to 5/5M11 Parallel Workflows Shipping
M12 Production Readiness — Security, Multi-Tenancy & Observability Shipping
M13 Spec → PR Mini-Capstone Capstone
PHOENIX-Study-Abroad-BackendM14 Full Capstone Capstone
Context & resources
Company details
Who Automata One is, brand DNA, operating rules, repo map, slide-conventions.
docs/company-details.html · View →Phoenix & Call-Auditor projects
All 8 active repos — purpose, architecture, current state, and the file:line teaching hooks per topic.
docs/phoenix-projects.html · View →Syllabus
Authoritative module/lesson breakdown with anchored examples. Edit the .md; rebuild to update.
docs/syllabus.html · View →Review notes & push-back
What was reordered, merged, cut, or added vs the original draft. Open questions live here.
docs/syllabus-review-notes.html · View →Conversation transcript
Verbatim turn-by-turn log of Shadman's prompts and Claude's responses.
docs/conversation.html · View →Original program brief
Shadman's spec — the source of record for goals, deliverables, audience, and workflow.
docs/program-brief.html · View →CLAUDE.md
Project memory loaded by Claude Code on every session in this repo — what's here, who owns it, brand rules, do-nots.
docs/claude-md.html · View →