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 / script)
end-to-end-workflow - BrewedOps OS
A · Triggers & Entry how every session starts - prompt, phrase or schedule
New promptKenneth steers
Scheduled run/loop, /schedule, agents
CLAUDE.md + memoryrules load first
Graphify recallrecalls past work
Git drift checkwarns off trunk
Read the intentpick the skill or lane
B · Knowledge & Memory consulted FIRST, before any web search
MyOS mapevery client + project
Project CLAUDE.mdstack & rules
MEMORY.mdvetted fixes
Obsidian Kapelong-term record
Graphify graph~89x cheaper query
opensrc cachereal package source
Web (last)brewed-reach, defuddle
C · Build Loop · Plan & Build one small chunk at a time - the core engine
1You decideone small thing
2Scope & designPLAN.md / plan canvas
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
7scanloopsecrets, code, CVEs
8greplooppanel re-runs until 5/5
9Verify it runsreal run + proof
10Next pieceloops to "You decide"
E · Debug & Fix rank the causes, test, then fix - never patch blind
1Bug or failurereproduce it first
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
F5 Orchplans, workers build
SocratesGHL auditor
AristotleGHL builder
Augustinememory / save
Cicerodeliverables
ConfuciusCRM hygiene
Diogenesmonitor
Leibnizautomation
Voltairecontent
G · GHL Pipeline library → audit → plan → approval → build → verify
1API library firstpayloads + gotchas
2Socrates auditwhat's actually live
3Build planPLAN.md + manifest
4Approval gatewait before write
5Aristotle buildAPI only, no browser
6Verify liveread it back
H · Content & Deliverables research → draft → approval → publish
1Researchbrewed-reach
2DraftVoltaire / Cicero
3Approval gatereview before send
4Publish / hand overposted by hand
I · Video & Motion voice first, every cut keyed to a spoken word
1Scriptwritten to be spoken
2Voiceoverown ElevenLabs voice
3Word timingscuts land on words
4Build scenesparallel workers
5Render1080p, 60fps
6Proof checkssync, safe zone, flash
J · Save Progress one phrase: lessons, notes, commits
"save progress"the full ritual
1Reuse sweeplessons into skills
2Session notedated, linked, linted
3MyOS cardstatus + next action
4Atomic commitsone per chunk
5git pushto its own repo
K · Ship only on an explicit go, and proven live
1Your gofor THIS change
2PreflightCI green, no reverts
3Rollback readybefore the upload
4Deployto the live server
5Prove it livecurl + a real route
L · Improve the System fix what allowed the bug, not just the bug
1Name the causeprocess, context, rule, code
2Smallest lasting fixrule, doc, command, skill
3Keep the scriptnever regenerate it
4Rerun the taskprove it holds
5OS auditis it all still true?
M · Context & Handoff stay out of the dumb zone
1Watch the dumb zonebefore it degrades
2Handoffpaste-ready summary
3Fresh sessionPC or Mac
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.
MyOSA catalog of every client and project, pointing at where the truth lives.
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 panel of fresh AI reviewers sends the work 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.
F5 OrchOne main AI plans and judges while faster helper AIs do the legwork.
GHLGoHighLevel - the CRM and marketing platform most of this work runs in.
Word timingsThe exact moment each word is spoken, so a video can cut right on it.
Reuse sweepTurns what a session learned into scripts and rules that stick.
PreflightA script that stops a deploy unless every required check has passed.
RollbackGoing back to the last working version if a release breaks.
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.

Built by Kenneth Villar - BrewedOps

Aspiring AI Engineer and AI Native Builder. I audit your live setup, map the fix, get your approval, then build and verify before anything goes live.