Jarrod Smith

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Jarrod Smith

Jarrod Smith

@ApexDSolutions

We build websites & digital systems that get businesses more customers. 🌐 Web Dev · ⚡ AI Automation · 💬 Discord DM or email: [email protected]

Iowa Katılım Nisan 2026
34 Takip Edilen38 Takipçiler
Jarrod Smith
Jarrod Smith@ApexDSolutions·
@Guccistarboi 2.4M likes on a single announcement is the proof. Drake put a physical object downtown and tied the drop date to its destruction. Anyone saying organic marketing is dead doesn't know how to make something people actually want to interact with.
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STARBOY GUCCI🖤🦉🖤
STARBOY GUCCI🖤🦉🖤@Guccistarboi·
Drake’s iceman album announcement post currently has 2.4m likes on ig, so y’all being anticipating this real bad🤯🔥
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Drake's ICEMAN sculpture is the cleanest marketing playbook of 2026. One physical object in downtown Toronto. Zero ad spend. The crowd had to literally destroy it to unlock the album drop date. Every SMB at launch keeps asking how to reach people. The real question is what physical thing can you put in the world that people want to engage with.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Service businesses at $1-5M ARR keep hitting the same wall. Sales comp front-loads cash out, collections trail 30-60 days behind. The fix isn't a new ad channel. It's shifting 30% of comp to 90-day retention. Raises retention and buys runway in one move.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@Akintola_steve Life outside tech is the real move. Apex Digital Solutions. We build websites, Discord communities, and AI automations for service businesses like yours. Iowa based, happy to swap ops notes if you ever want it. apexdsol.com
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Akintola Steve
Akintola Steve@Akintola_steve·
Do you have a life outside tech, or is tech your only saving grace? Outside tech, I run a cleaning service. What about you? Drop your business in the comments so others can support with retweets and patronage.
Akintola Steve tweet mediaAkintola Steve tweet media
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Biggest lever other operators use in this window is shifting 30-40% of comp to 90-day retention instead of all upfront. Kills the cash gap, also raises retention because reps start screening prospects harder when their money depends on it. Doesn't cover all $450K but it buys you runway without touching the bank.
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Casey McDaniel - Pest Control Guy
Between May 1st and July 31st we have to come up with ~$450,000 in up front payments for our door to door sales teams. We do not have that much in the bank right now. Wish us luck!
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@getmilo_dev This is the pattern. The answering problem is cheaper to fix than the lead problem, and most agencies only talk leads because the retainer math looks better. A $300 setup on missed call auto-reply plus a simple scheduler saves more revenue than any new ad spend.
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Milo | AI Agent Teams
Milo | AI Agent Teams@getmilo_dev·
Talked to an HVAC owner who said his biggest problem wasn't finding leads — it was answering the phone while his guys were on jobs. He was paying his wife to sit by the phone from 8-5. $0/hr on paper. Infinite resentment cost.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@HVACSEO Adding a time trigger. 24 hours is right, but flip the SMS window to between 10am and 2pm their local time. Response rate doubles because it hits during a lull in their service day, not during the commute.
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HVAC SEO
HVAC SEO@HVACSEO·
Do this until you’re too busy to do this. And when you get too busy, then have the review sequence be sent SMS Invoice paid=request review. 24 hour wait Did they click the link? No? Second ask, sent during business hours Different writing in second text. I recommend something along the lines of helping our family/veteran/local company grow with a review P.S. always be an ask. Try to not use ! Anywhere. Most promo has ! And I recently came upon some research showing “!” Signifies automation and marketing Include customer name and detail of job and company name Hey Ryan, it’s bobs stump grinding. Would you leave us a review? [link] 24hrs Hey Ryan, can you help our family owned business grow by providing us with a Google review? It helps us get found online by customers like you. [link] The ROI for handcrafted review requests diminishes at a certain point because you’ve grown too large to sit down and pump them out as the owner. But until it does, man is this not a bad idea
Tyler Mumford - The Stump Guy@StumpGuyTy

Started sending a picture of me and my wife when asking for reviews. The text now converts even better. Sent this text to 15 people and got 8 new reviews in under an hour🤝

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Jarrod Smith
Jarrod Smith@ApexDSolutions·
The small biz owners who win the next 3 years aren't the ones with the best AI stack. They're the ones who fix the broken website first, build a real community around the brand, then layer AI on top of systems that actually work. Web, Discord, automation. Plumbing before agents.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Growth is forgiving someone because staying in the grudge costs you more than they do. Naruto isn't saying murder is fine. He's saying carrying hate into becoming Hokage breaks him before it breaks Sasuke. That's the whole point of the Sage of Six Paths arc. Consequences still land, he just doesn't let them run him.
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H D
H D@ddhay4820·
@ApexDSolutions @Wdj24 @borutoswill Again i say is forgiving a murderer growth or stupidity? Let alone forgiving folks committing genocides jus bc they girl died? That along with the fact naruto has consistently "forgiven" awful people who wronged him long before shippuden
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J A M E S 🎀
J A M E S 🎀@borutoswill·
Crazy how Thorfinn gets praised for doing what Naruto has been doing for a while yet one gets called S tier while the other is mid and overrated
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Jokic running the Nuggets offense is the most underrated operator case study in sports. He doesn't do anything flashy. He just removes friction every possession. Reads the defense, makes the obvious pass, skips the hero moment. That's 90% of what separates great SMBs from average ones too.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@1Umairshaikh Claude plus a dead-simple text file log. Everything else comes and goes, but the log of what I decided and why during each build is what I actually come back to. Zero SaaS in the stack.
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Umair Shaikh
Umair Shaikh@1Umairshaikh·
As a founder, what's one tool you can't build without?
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@kylegawley The math most distribution advice skips. And 3,500 signups at 3% assumes a warm funnel. On cold you double the top again. The first 100 rarely show up as signups anyway. They show up as DMs you answered inside 10 minutes.
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Kyle Gawley
Kyle Gawley@kylegawley·
"You just need 100 customers paying $100/mo" Getting 100 customers requires getting ~3,500 signups It's just not that easy.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@Layton_Gott And the test for what NOT to build is whether it replaces a process the client already trusts. If they trust it and it works, AI is a risk. If they don't trust it and it's broken, AI is the unlock. Everything else is a demo.
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Layton Gott
Layton Gott@Layton_Gott·
The most undervalued skill in 2026 for devs: Knowing what NOT to build with AI.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@superscribeio That's the whole loop most agencies skip. Output to invoice has three choke points that kill margin. Scope creep at delivery, approval lag at review, collection drag at billing. Fix any one and the agent stack stops mattering.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Most agency owners reaching for AI tooling are solving the wrong problem. Building an agent with Claude Code is the easy part. Figuring out what to build that actually closes a client invoice is where 95% get stuck. Tooling without a use case is just a playground.
Bibhash Roy@bibhashroykol

The question I keep seeing in agency owner DMs: "Can I use Cursor or Claude Code to build production AI agents in LangGraph, LangChain, Autogen, OpenAI SDK, or CrewAI?" Short answer: yes — but three of the five are in a completely different state than they were 12 months ago. Here's the practitioner breakdown. ━━━━━━━━━━━━━━━━━━━━━━ 🍳 THE KITCHEN ANALOGY → OpenAI SDK = well-stocked home kitchen (simple, predictable) → LangChain = industrial kitchen, half the gadgets got renamed in 2025 → LangGraph = pro kitchen laid out as a flowchart → Autogen = kitchen the head chef just left → CrewAI = meal-kit delivery service Vibe coding tools are the chef's assistant who's worked in a lot of kitchens. Great in the familiar ones. In the chaotic or newly renovated ones, they'll hand you a whisk from 2023. ━━━━━━━━━━━━━━━━━━━━━━ 📊 THE 70/30 RULE Vibe coding saves 60–80% of the time on about 70% of agent code: ✅ Scaffolding and boilerplate ✅ Tool/function definitions from plain English ✅ State schema design ✅ Integration glue ✅ Test harnesses They struggle with the other 30%: ⚠️ Genuinely novel orchestration logic ⚠️ Subtle state management bugs ⚠️ Framework-specific gotchas Same lesson as n8n and Make: the tool is a coordination layer, not a substitute for architecture thinking. ━━━━━━━━━━━━━━━━━━━━━━ 🚨 WHAT CHANGED IN 12 MONTHS If you learned this space a year ago, your mental model is stale. 1. LangChain + LangGraph both hit 1.0 (Oct 2025) — most pre-1.0 abstractions deprecated to langchain-classic 2. Autogen moved to maintenance mode. Microsoft shipped Agent Framework 1.0 (April 7, 2026) as the successor, merging Autogen with Semantic Kernel 3. OpenAI Agents SDK shipped sandboxes + harness + snapshotting six days ago (April 15, 2026). Subagents + code mode coming Your vibe coding tool was trained on pre-1.0 code. This matters. ━━━━━━━━━━━━━━━━━━━━━━ 🔧 FRAMEWORK-BY-FRAMEWORK 🏠 OpenAI Agents SDK — excellent vibe coding fit. Small surface area, few primitives. Caveat: April 15 update is too fresh for model defaults yet. 🏭 LangChain — good but noisy. Training data dominated by deprecated pre-1.0 patterns. An April 2026 analysis found most top-ranked LangGraph tutorials still use v0.1 APIs. Same story here. 📐 LangGraph — strongest fit. Zero breaking changes at 1.0. Production-validated at Uber, LinkedIn, Klarna, JPM. Token-efficient (~2K tokens/task vs CrewAI ~3.5K vs Autogen ~8K). 🚪 Autogen — worst combination. Two architectural rewrites, training data references three eras of patterns. Skip unless you're forced onto Microsoft stack — in which case learn MAF. 📦 CrewAI — good for prototyping. Crews + Flows architecture now. Teams still migrate to LangGraph for production state management. ━━━━━━━━━━━━━━━━━━━━━━ ⚠️ THE FOUR TRAPS 1. Version drift — now "pre-1.0 vs post-1.0 drift" 2. Hallucinated imports and methods 3. State management bugs in graph agents 4. Over-engineering (LangChain + 4 vector stores for a 50-line problem) ━━━━━━━━━━━━━━━━━━━━━━ 🎯 MY RECOMMENDATION Learn LangGraph first. → Graph-based thinking maps to how n8n/Make builders already work → Deterministic, inspectable, no black box → Pairs cleanly with Claude API → Claude Code scaffolds it well → Skills transfer directly to real product architecture Steer away from LangChain as a starter. Skip Autogen. ━━━━━━━━━━━━━━━━━━━━━━ 🧩 THE BIGGER PRINCIPLE Agent frameworks are coordination layers for LLM-based decision-making. They don't replace deterministic, inspectable cores for production products. Vibe coding tools + agent frameworks = excellent for learning, prototyping, client one-offs. Not a replacement for knowing why you'd reach for an agent in the first place. ━━━━━━━━━━━━━━━━━━━━━━ Full breakdown with inline sources 👇 📩 Newsletter: rapidflowautomation.beehiiv.com 🏠 Community: skool.com/rapid-flow-aut… Which framework are you building in? Reply and tell me where your experience diverges.

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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@Dave_Geoghegan_ The 7th channel test is money. For service businesses right now it's physical mail plus a QR to a personalized Loom on their actual storefront. Annoying to produce, feels outdated, and that's the whole moat. Nobody with a $20 Zapier stack will bother.
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David Geoghegan
David Geoghegan@Dave_Geoghegan_·
the 6 channels observation is why most distribution advice sounds the same. everyone converges on the same playbook because it works just barely enough to justify being tried. the founders pulling ahead found a 7th channel that's annoying enough that the cohort hasn't adopted it yet.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Ran into an HVAC owner who pays $40k a year for leads and still leaves 4 calls a day unanswered. The leads aren't the bottleneck. The answer rate is. Fix the cheap end of the funnel before buying a bigger top.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
@iwantmoreperiod @TheSammahmood_ Scared money stays in the feed. The walkthrough you dread is the one that flips the switch. Every operator I respect has the same story. First real asset they bought felt wrong right up until the day it started paying them.
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Scott
Scott@iwantmoreperiod·
Go check how many cleaning business videos you’ve saved. Now ask yourself… How many actual walkthroughs have you done? That’s the gap. Most people don’t fail from lack of information. They fail from lack of action. You don’t need another tip. You need to go price a real job. Your saves are full. Your contracts aren’t.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
The best AI consultants right now aren't the ones with the flashiest demos. They're the ones who sit with an SMB owner for 2 hours, find the one broken process costing him sleep, and come back in 90 days with that exact thing fixed. No demo, just before and after.
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Jarrod Smith
Jarrod Smith@ApexDSolutions·
This list is small biz 101 but most founders refuse to run it. They'd rather chase a $0 to $10m SaaS dream than spend 6 months learning the cash flow of a car wash. The boring assets pay the bills, then pay for the dream. One funds the other.
Ben Kelly@benkellyone

7 assets I'd buy before ever owning a stock: 1. Car wash 2. ATM route 3. Parking lot 4. Laundromat 5. Accounting firm 6. HVAC company 7. Pest control route Stocks are great, but I prefer to control the companies I invest in.

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Jarrod Smith
Jarrod Smith@ApexDSolutions·
Every SMB I talk to thinks they need AI. They don't. They need the missed call from yesterday to stop costing them $300. They need the Monday estimate to actually send. Fix the plumbing first. AI is a multiplier on systems that work, not a rescue for ones that don't.
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