DeltaForceOS

BOOT · 000%

56 AGENTS ONLINE·BUILD LOG v2.14

Deploy agents.Dominate business.

The private operator network where members build their own AI agents from zero. Copy-paste code, screenshots for every click, ship your first agent the same day.

STACK/·····

7-day money-back · Cancel in two clicks · Keep the playbooks

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Day 1
FIRST AGENT SHIPPED
Copy → Paste
EVERY GUIDE IS WORKING CODE
Unlimited
AGENTS YOU CAN BUILD
The Operator
Delta · Force · OS

Build your own
AI agents.

Everything you need to ship agents that phone, scrape, write, book, and qualify — yours, not ours. Copy the code, follow the steps, deploy. Build one. Build a hundred. Drag the operator on the right to spin him.

Unlimited
Agents you build
<300ms
Voice latency
24/7
Always-on
LIVE · drag to interact
01 / THE PROBLEM

Everyone's talking about applied AI. Almost nobody ships anything real.

01

Tutorial hell

You've watched 200 YouTube videos on AI. You still don't know what to actually build, or what a production system looks like.

02

Shipping alone

No one to review your agent prompts, your infra, your deployment plan. You ship slow, iterate slower, and never know if it's actually good.

03

Late to the primitives

By the time a new model, framework, or architecture is in the newsletter, the edge is gone. Operators on the inside have already shipped with it.

04

Signal-to-noise is broken

Twitter, Discord, newsletters. 99% noise, 1% signal. You're spending hours filtering instead of building.

02 / THE STACK

The command center
we teach you to build.

This is the actual dashboard running 56 production AI agents — real throughput, real API spend, real revenue. Every course inside Delta Force ladders up to building your own version of it.

SYSTEMS NOMINAL
56 agents·247 ops/hr·$847 today
Data source
Supabase · Next.js · Vite · Stripe. Auth via Supabase, schema in git, deployed on Vercel.
Delta Force Command Center — Agent Fleet
FLEET · LIVE
[OK]AGENT-47published content draft #2148
[OK]AGENT-12ingested 14 new articles · trend engine
[OK]AGENT-33graded 8 leads · CRM enrichment
VIEWAgent Fleet
Learn the stack
01
Agent fleet with supervisor loop
Named agents, scoped roles, shared knowledge vault, QA scoring every 6h.
02
Real-time intel & CRM
Trend tracking, lead enrichment, live pipeline — not another dusty CRM.
03
Cost + revenue instrumentation
Per-agent API spend, Stripe revenue sync, daily throughput, nothing hidden.
DeltaForceOS
/ 03 · THE OPERATING SYSTEM

Every box in the command center
is just an agent with tools.

Scrapers, lead engines, voice receptionists, content teams, intel briefs, trading signals — same primitive, different toolset. One architecture you can rent out, license, or run as your own business. Inside Delta Force, you learn how to build all of it.

LiveKit · Voice agent · CONNECTED
00:00·+1 (415) 555-0167
A
Aria — front-desk agent
Speaking · Cartesia · 230ms
tool · calendar
tool · sms
tool · pharmacy
Live transcript
en-US· aria
ARIA
Thanks for calling Delta Family Dental — this is Aria. What's going on today?
stack/LiveKit·Cartesia TTS·Deepgram STT·Claude tools·Twilio
Call quality · 4.9·handoff to human · disabled
recording on
/ FEATURED · VOICE AGENT

Your front desk, on call 24/7,
for less than minimum wage.

This call is running live in our stack. Real LiveKit room, real Deepgram transcription, real tool calls hitting a calendar and SMS. No marketing video — just the actual product.

  • Books appointments directly into your calendar
  • Pulls patient or customer history mid-call
  • Hands off to a human only when sentiment dips
  • $0.07/min · no PTO, no sick days, no missed calls
Get the LiveKit voice-agent build guide
04 / WHAT THE FLEET DOES

Nine production agents.
Same operating system underneath.

Browse all build guides
01 · INTAKE

Web scraping at fleet scale

Spin up a scraping agent that crawls a target site, extracts structured data, deduplicates against your warehouse, and writes back into Supabase — all from a single brief.

  • Sitemap + JS-rendered pages via Firecrawl & Playwright
  • LLM-shaped JSON output, schema-validated before write
  • Rate-limit & robots.txt aware, captcha fallback path
  • Re-runs nightly. Diffs only. Never redoes work.
Firecrawl · Playwright · Claude · Supabase
02 · PROSPECTING

LinkedIn scrape → enriched lead list

Describe an ICP in plain English. The agent searches LinkedIn, enriches each profile with email, phone, company stage, hiring signals, and recent posts, and grades fit before anything reaches your inbox.

  • Sales Nav / Apollo / Clay-style enrichment
  • Per-lead fit score with the reasoning attached
  • Auto-routes hot leads to a human, cold ones to nurture
  • Drops a clean CSV + writes rows into your CRM
Apollo · Clay · ZoomInfo · Claude
03 · OUTREACH

Cold email + DM agents that actually personalize

Pulls live context from each lead's site, last 3 LinkedIn posts, and recent funding events, drafts a 90-word email referencing all three, sends through your warmed inbox, and threads replies into your CRM.

  • 1-by-1 personalization at 1,000-message scale
  • Auto warm-up + deliverability monitoring
  • Human-in-the-loop for first 50 sends
  • Replies route to the right human or auto-book
Resend · SmartLead · Twilio · Cal.com
04 · VOICE

Phone agents on LiveKit, sub-second latency

Inbound and outbound voice agents that book appointments, qualify leads, run intake, and hand off to humans only when needed — running over LiveKit with Deepgram + Cartesia + Claude tool-use.

  • Sub-300ms response, no awkward dead air
  • Tool-use during the call: calendar, CRM, SMS, pharmacy
  • Recording, transcription, sentiment, and a one-line summary written back
  • Costs ≈ $0.07/min — under the cost of voicemail labor
LiveKit · Deepgram · Cartesia · Twilio
05 · FRONT DESK

AI receptionists that pay rent on day one

Drop-in receptionist for clinics, dental offices, salons, law firms, real estate, and trades. Never misses a call. Books appointments directly into the calendar. After-hours coverage included.

  • $300–$1,500/mo per location · gross margin > 80%
  • Routes voicemails to SMS summaries instantly
  • Identifies repeat callers, surfaces patient/customer history
  • Transferable to a human with one keypress
LiveKit · Twilio · Calendly · Stripe
06 · CRM

Self-cleaning CRM, every night

Agents enrich missing fields, merge duplicates, score every lead, and rewrite stale notes. By the morning, your pipeline is up-to-date — without a single ops hire.

  • Fills in employee count, funding, tech stack
  • Detects buying signals: hiring, raises, switching tools
  • Builds a daily 'who to call today' list
  • Writes back into HubSpot, Pipedrive, Close, Attio
HubSpot · Attio · Apollo · Common Room
07 · CONTENT

Content team in a box

Strategist + ghostwriter + short-form editor + scriptwriter — all running as named agents. They draft, route through a fact-checker, score for engagement, and queue for approval.

  • YouTube briefs, X threads, LinkedIn posts, blog drafts
  • Brand voice guardrails encoded as structured prompts
  • Fact-check gate before anything ships
  • Performance feedback loop — winning hooks resurface
Claude · Perplexity · Cartesia · Notion
08 · INTEL

Daily intelligence brief, ready before coffee

Reads overnight crypto, AI, competitor, and market news, weighs it against your portfolio + ICP, and drops a 1-page brief in Slack and email by 6:00am — sourced, scored, and skim-friendly.

  • Pulls Perplexity, FRED, CoinGecko, X, Substack
  • Cites every claim — no hallucinated stats
  • Calls out what changed vs. yesterday
  • Branches into deep-dives on demand
Perplexity · CoinGecko · FRED · Resend
09 · TRADING

Signal agents, on-chain to the inbox

Crypto and equities signal agents that watch wallets, on-chain flows, social sentiment, and technicals, and drop a ranked list of moves with confidence scores and risk notes.

  • Whale wallet tracking + cluster analysis
  • Sentiment from X, Telegram, Farcaster
  • Technical setups + macro context
  • Position-size suggestions sized to your account
CoinGecko · Helius · Glassnode · Claude
/ 05 · THE MONEY

The biggest labor arbitrage in modern software.

Voice agents alone are projected to be a multi-billion-dollar category before the end of the decade. The operators getting in early aren't building products — they're replacing roles, billing on outcomes, and keeping 70–80% margin.

The members shipping inside Delta Force are doing $10–$30k MRR with a single laptop, a Supabase project, and the same nine agents you just scrolled past.

Join on Skool
$47.5B
AI agents market by 2030
Grand View Research, 2026
44.6%
voice AI CAGR through 2030
Markets and Markets
$10–30k
MRR for one operator running a fleet
DeltaForceOS member medians
$0.07/min
all-in voice agent cost
vs. $0.40/min human
/ who's buying agents right now
  • Dental & medical front desks$1,000–1,500 / mo · per location
  • Real-estate inbound + qualification$1,500–3,000 / mo · per agent team
  • Trades · plumbing, HVAC, electrical$500–1,000 / mo · per crew
  • Law firm intake$2,000–4,000 / mo · per partner
  • E-commerce support + recovery0.5–1.5% of recovered cart value
  • Agency lead-gen retainer$3,000–10,000 / mo · per client
01
Curriculum maps to the fleet
Every course inside DeltaForceOS ships you a working agent — not theory. By module 4 you have a voice agent live on a real number.
02
Templates + repo access
Members get the actual repos powering the command center: scrapers, voice agents, CRM enrichers, and the supervisor loop.
03
Operator network
The community is already running these stacks for paying clients. Trade playbooks, pricing, and lessons before you stub your toe.
GLOBAL GRAPH

A network that ships across timezones.

Engineers, operators, and founders shipping at the frontier of applied AI. Real-time rooms, async channels, connected across timezones.

03/ WHAT'S INSIDE

Three disciplines. One operator network.

01

AI Engineering

Ship production agents

Not prompt tricks. Real systems: agent fleets with supervisor loops, RAG over your own data, evals, cost instrumentation, deploy pipelines. The same playbook we use internally.

Agent architecture + scoping
Supabase + vector RAG
Evals, QA, supervisor loops
Cost + latency instrumentation
02

AI Infrastructure

Built for production

Agents are the easy part. Scaling, monitoring, and instrumenting them is where most teams drown. We share the infra, evals, and observability stack we run in production — plus the deployment patterns that keep agents reliable under real load.

Observability + tracing
Evals + regression testing
Cost + latency dashboards
Deploy + rollback pipelines
03

Operator Network

The room matters

A private graph of builders, engineers, and founders shipping AI. Weekly working sessions, code reviews, architecture critique. The room where real work gets shared before it becomes content.

Weekly working sessions
Peer code + agent reviews
Intros + referral flow
Async channels by discipline
OUTCOMES

Six systems. Running in your name.

By the time you're shipped, these are the artifacts sitting in your repos — not videos you watched, but infrastructure you own and can point at.

01

Supervisor agent loop

A named agent that orchestrates a fleet — routes work, catches regressions, and escalates what it can't handle. The exact pattern running inside Delta Force.

ClaudePythonSupabase
02

Production RAG pipeline

Chunk, embed, store, retrieve, rerank. Ingestion you can schedule, evals that catch drift, retrieval that survives real docs.

ClaudepgvectorNext.js
03

Eval harness + regression tests

Stop shipping agents blind. Deterministic evals, LLM-as-judge scoring, side-by-side diffs between versions, CI gates on agent releases.

VitestClaudeSupabase
04

Cost + latency dashboard

Per-agent API spend, p50/p95 latency, anomaly alerts. Know which agent is bleeding cash before your bill does.

Next.jsSupabaseVercel
05

One-command deploy pipeline

From git push to live agent in under 60 seconds. Rollbacks, preview environments, migrations, secrets — all wired.

VercelGitHub ActionsStripe
06

AI automation offer template

The exact positioning, discovery script, scope-of-work, and pricing tree we use to turn agent builds into $8-15K/mo retainers.

NotionStripeClaude

All six ship with full source · Configs · Prompts · Infra diagrams

04 / FOUNDER LETTER

The room where operators build leverage.

Every AI community I joined was full of two kinds of people — the ones watching tutorials, and the ones selling tutorials. I wanted the third kind. Operators actually shipping production systems. People using AI agents to run companies, not content them.

The people who know aren't talking. The people talking don't know. Delta Force is the room in between.

AI agents are the most unfair advantage a builder or operator has had in a generation. One founder, one laptop, and a fleet of agents can now run the output of a twenty-person team. The leverage is real. The playbook is still mostly in private Slacks.

DeltaForceOS is where that playbook lives. Production-grade courses built from what we run internally. Weekly working sessions where we ship together. Private channels for engineering, evals, observability, and the business of running an AI-first company. Direct access to me and the build team.

Nothing recycled. Small room, high signal. Free to start, Pro when you are ready for the full operating system.

Engineer the edge. Ship the systems. Run the room.

— David Patrick

Founder · Delta Force

Read the full manifesto
THE RITUAL

A week inside. The cadence that ships.

The community runs on rhythm. Public commitments on Monday, real reviews on Wednesday, receipts on Friday. Async in between. Nobody ships alone.

MON09:00 ET
/ Week kickoff

What we're shipping

Every operator drops one focused build goal for the week. Public commitment, public outcome.

TUEAsync
/ Build-log thread

Real-time failures & wins

When something breaks in prod, it gets a thread. When something ships, it gets a thread. Searchable forever.

WED19:00 ET
/ Working session

Live code & agent review

Two members put their agents on the screen. We debug, roast the prompts, and ship together on the call.

THUAsync
/ Alpha channels

New primitives & patterns

Fresh models, SDK updates, architectural shifts — distilled by operators, not threadbois. Signal over news.

FRI16:00 ET
/ Ship log

Wins & receipts

Everyone posts what they shipped this week — code, customers, agents, offers. The wall of receipts.

SATOpen
/ Office hours

1:1 architecture reviews

Book a slot with David. Bring your hardest scoping, infra, or go-to-market problem. Get 20 min of direct work.

Recordings · Transcripts · Code · All uploaded to the vault

05 / CURRICULUM

Learn from operators. Not theorists.

Every course is built by people who ship the thing. Not recycled. Not hypothetical. Code, configs, and repos included. Full curriculum lives inside Pro.

Tap any course to expand the syllabus

course · ai-agent-mastery · module.json
// sample module from AI Agent Mastery
{
  "module": "04 · supervisor loops",
  "lessons": 6,
  "deliverables": [
    "supervisor-agent repo",
    "eval harness",
    "cost dashboard"
  ],
  "stack": ["Claude", "Supabase", "Python"],
  "outcome": "self-healing agent fleet"
}
community · agents · weekly-review.sh
# sample working-session agenda
$

## WEDNESDAY · 19:00 ET
- Live code review: 2 member agents
- Eval review: regression on agent-v3
- Ship log: what went live this week
- Open questions + help requests

# recording + transcript uploaded to the vault
06 / ACCESS

Free to start. Pro to ship.

No upsells, no lock-in. Cancel anytime.

HOSTED ON SKOOL · CANCEL ANYTIME · DIRECT FROM THE TEAM

ROI CALCULATOR

What a Pro year is worth to you.

Move the sliders. Math is transparent — no dark patterns.

16
Hrs / week reclaimed · hrs
$1,200
Weekly value
$60,000
Annual value
263×
ROI multiple · on $228/yr

Membership is $19/mo = $228/yr. Assumes a 50-week work year. Your mileage varies — the playbooks are designed to do a lot better than this for most operators.

David Patrick, founder of DeltaForceOS

David Patrick

Founder · Engineer · Operator

LIVE
07 / WHO RUNS THIS

Built by someone in the trenches.

I'm David Patrick— founder of Delta Force, an AI agency and operator network. I run a 56-agent internal team that handles most of my company's operations, and I build the exact systems I teach.

DeltaForceOS is the curriculum and the room I wish I'd had when I was shipping my first agent. No recycled lectures, no guru pricing, no vapor. Everything in here — configs, prompts, agent blueprints, infra diagrams — is pulled straight from what we run internally.

The mission: teach 10,000 operators to build at the frontier of applied AI — and give them the exact stack to do it.

56
AI AGENTS IN PROD
20+
APIS WIRED
2022
SHIPPING AI SINCE
07.1 / THE STACK I WORK IN

Skills & tooling.

Claude / Anthropic SDK
Next.js / React 19
Supabase + Postgres
Python · agent orchestration
Stripe · billing infra
MCP · tool-use orchestration
Vercel · edge deploys
Telegram bot systems
08 / QUESTIONS

Questions? Answered.

Not ready to join?

Get the weekly Build Log — one agent breakdown per week, from production.

One email/week · Unsubscribe in one click

09 / ENTRY POINT

Ship the systems
the market can't ignore.

The operators inside Delta Force are shipping production agents and compounding their edge. Every day you wait is theirs.

HOSTED ON SKOOL · CANCEL ANYTIME
Engineer the edge.