BrewedOps

How My Workflow
Runs End to End

The system I run to ship verified work: audit, build in small chunks, test, and verify before anything goes live. Every trigger, node, skill and agent, wired as one live graph — nothing hidden.

You stay in charge. The AI does the heavy lifting. That is the deal.

THE END-TO-END FLOW

cable (work flows) live signal loop-back approval gate (blocks) machine-enforced (hook / scanner)

end-to-end-workflow — BrewedOps OS

A · Triggers & Entry how every session starts - prompt, phrase or schedule

New promptKenneth steers

Scheduled runcron / loop / agents

SessionStart hookrouting map injected

Graphify recallrecalls past work

Memory + CLAUDE.mdbuild rules + memory

Read the intentroute to a lane

B · Knowledge & Memory consulted FIRST, before any web search

opensrc cachereal package source

Project CLAUDE.mdstack & rules

MEMORY.mdvetted fixes

Obsidian Kapelong-term record

Graphify graph~89x cheaper query

Web (last)agent-reach

C · Build Loop · Plan & Build one small chunk at a time - the core engine

1You decideone small thing

2Scope & designPLAN.md / taste brief

3opensrcread real source

4Build the pieceAI types, you steer

5code-structuretidy & de-dupe

6Clarity passtrim to read clean

D · Check & Repeat nothing ships until it is clean and proven

7scanloopsecurity & risk scan

8greploopre-runs until 5/5

9Verify it runsreal run / Playwright

10Next pieceloops to "You decide"

E · Debug & Fix rank the causes, test, then fix - never patch blind

1Bug or failuretest fails / odd behavior

2Rank root causeslikeliest first

3Test to confirmprove the cause

4Fix + re-verifysurgical change

F · AI Agent Roster router dispatches by intent: audit / build / write / monitor / save

SocratesGHL auditor

AristotleGHL builder

Augustinememory / save

Cicerodeliverables

ConfuciusCRM hygiene

Diogenesmonitor

Leibnizautomation

Voltairecontent

G · GHL Pipeline audit → plan → approval → build → verify

1Read GHL BuilderMaster API ref first

2Socrates auditwhat's actually live

3Build planPLAN.md + manifest

4Approval gatewait before write

5Aristotle buildinternal API write

6Verify livein the sub-account

H · Content & Deliverables research → draft → approval → publish

1Researchagent-reach the web

2DraftVoltaire / Cicero

3Approval gatereview before send

4Publish / hand overpost / send manually

I · Save & Deploy "save progress" → commit → ship → verify live

"save progress"Augustine runs it

1Obsidian notedated session log

2Atomic commitsone per chunk

3git pushto origin

4VPS deployship to the server

5Verify livecurl / hard-refresh

J · Context & Handoff stay out of the dumb zone

1Watch the dumb zonebefore it degrades

2Handoffhandoff skill / manual

3Fresh sessionlean, thread intact

PLAIN ENGLISH

Every technical term on the map, in one line.

opensrcPulls a tool's real source code so the AI builds on facts, not guesses.

CLAUDE.mdThe rulebook - the project's instructions and conventions the AI must follow.

code-structureTidies and de-duplicates the code so there's one clean version of everything.

Clarity passTrims the code so it reads clean, without changing how it works.

scanloopAn automatic scan for leaked secrets, security holes, and known risks.

greploopA second AI reviews the work and sends it back until it scores a clean 5/5.

GraphifyA searchable memory of past projects, notes, and decisions.

Approval gateA hard stop - nothing goes live until you approve it.

HookA rule the system runs automatically, every session - not just an instruction.

AgentA specialized AI assistant assigned to one job: audit, build, write, monitor.

GHLGoHighLevel - the CRM and marketing platform most of this work runs in.

VPS deployPublishing the finished work to the live web server.

HandoffA tight summary so a fresh session picks up without losing the thread.

Dumb zoneThe point where an AI's quality drops from holding too much at once.

How My WorkflowRuns End to End

Built by Kenneth Villar — BrewedOps

How My Workflow
Runs End to End