DEV Community

T.M. Gunderson profile picture

T.M. Gunderson

Building AI automation systems for small businesses. Deployed 22+ automation projects. Sharing what actually delivers ROI. Website: https://smbscaleup.com

Joined Joined on 
5 AI Automations for Small Hotels and B&Bs That Actually Save Hours
tm_gunderson_9cff63a7ba profile

5 AI Automations for Small Hotels and B&Bs That Actually Save Hours

Comments
4 min read
Three Background Agents Now Compete to Initiate Your Work: Run the Delegation Audit First
tm_gunderson_9cff63a7ba profile

Three Background Agents Now Compete to Initiate Your Work: Run the Delegation Audit First

Comments
5 min read
Gutter Cleaning Season Is a Sprint, Not a Marathon — AI Can Handle the Dispatch
tm_gunderson_9cff63a7ba profile

Gutter Cleaning Season Is a Sprint, Not a Marathon — AI Can Handle the Dispatch

#ai #smallbusiness #gutters #homeservices
Comments
4 min read
Anthropic Filed to Go Public Losing $80 Billion in Six Months: Hedge Your AI Bill Now
tm_gunderson_9cff63a7ba profile

Anthropic Filed to Go Public Losing $80 Billion in Six Months: Hedge Your AI Bill Now

Comments
5 min read
The Inventory Problem Party Rental Owners Know Too Well
tm_gunderson_9cff63a7ba profile

The Inventory Problem Party Rental Owners Know Too Well

#ai #smallbusiness #rental #operations
Comments
3 min read
Black October Hit Small Business Too: The 30-Minute Account Audit
tm_gunderson_9cff63a7ba profile

Black October Hit Small Business Too: The 30-Minute Account Audit

Comments
4 min read
How Tax Prep Firms Can Automate the Grind Before Season Starts
tm_gunderson_9cff63a7ba profile

How Tax Prep Firms Can Automate the Grind Before Season Starts

#ai #smallbusiness #tax #automation
Comments
5 min read
Your AI Stack Has Two Lanes Now: Move the Boring Work to the Cheap One
tm_gunderson_9cff63a7ba profile

Your AI Stack Has Two Lanes Now: Move the Boring Work to the Cheap One

Comments
3 min read
Your AI Agent Forgets Your Rules After Hour One: The Context-Hygiene Check
tm_gunderson_9cff63a7ba profile

Your AI Agent Forgets Your Rules After Hour One: The Context-Hygiene Check

#ai #smallbusiness #productivity #automation
Comments
4 min read
Open-Weights Day Is November 4: Redo Your Own-vs-Rent Math (Most of You Will Still Rent)
tm_gunderson_9cff63a7ba profile

Open-Weights Day Is November 4: Redo Your Own-vs-Rent Math (Most of You Will Still Rent)

#ai #business #productivity #smallbusiness
Comments
4 min read
When Your Agency Offers Outcome-Based Billing: Demand These Three Terms Before You Sign
tm_gunderson_9cff63a7ba profile

When Your Agency Offers Outcome-Based Billing: Demand These Three Terms Before You Sign

#ai #business #productivity #smallbusiness
Comments
4 min read
Your AI Agent Reports Progress Every Day. Audit What Actually Shipped.
tm_gunderson_9cff63a7ba profile

Your AI Agent Reports Progress Every Day. Audit What Actually Shipped.

Comments
4 min read
5 AI Automations E-Commerce Store Owners Can Deploy This Weekend
tm_gunderson_9cff63a7ba profile

5 AI Automations E-Commerce Store Owners Can Deploy This Weekend

#ai #smallbusiness #ecommerce #automation
Comments
3 min read
When Your Agency Offers Outcome-Based Billing: Demand These Three Terms Before You Sign
tm_gunderson_9cff63a7ba profile

When Your Agency Offers Outcome-Based Billing: Demand These Three Terms Before You Sign

#ai #business #productivity #smallbusiness
Comments
4 min read
The 15-Second Edit: Teach Your Style to the Machine Once, Then Just Record
tm_gunderson_9cff63a7ba profile

The 15-Second Edit: Teach Your Style to the Machine Once, Then Just Record

#ai #contentcreation #smallbusiness #video
Comments
3 min read
Your AI Agent Just Set Its Own Password: Write the Permission Line Before It Locks You Out
tm_gunderson_9cff63a7ba profile

Your AI Agent Just Set Its Own Password: Write the Permission Line Before It Locks You Out

#ai #security #automation #smallbusiness
Comments
4 min read
Your AI-Built App Broke After Launch: The 30-Minute Post-Mortem
tm_gunderson_9cff63a7ba profile

Your AI-Built App Broke After Launch: The 30-Minute Post-Mortem

#ai #automation #smallbusiness #devtools
Comments
4 min read
Agent Traffic Is Coming to Your Website: Write Your Door Policy Now
tm_gunderson_9cff63a7ba profile

Agent Traffic Is Coming to Your Website: Write Your Door Policy Now

#ai #security #webdev #smallbusiness
Comments
4 min read
The 1M-Token Filing Cabinet: Whole-Document AI Just Got Cheap Enough to Use
tm_gunderson_9cff63a7ba profile

The 1M-Token Filing Cabinet: Whole-Document AI Just Got Cheap Enough to Use

#ai #smallbusiness #automation #productivity
Comments
4 min read
The Honest Ledger: What Replacing a SaaS Tool with AI Agents Actually Costs
tm_gunderson_9cff63a7ba profile

The Honest Ledger: What Replacing a SaaS Tool with AI Agents Actually Costs

#agents #ai #productivity #saas
Comments
4 min read
Your AI Tool Will Change Mid-Contract: The Exit-Clause Checklist to Sign With
tm_gunderson_9cff63a7ba profile

Your AI Tool Will Change Mid-Contract: The Exit-Clause Checklist to Sign With

#ai #saas #smallbusiness #productivity
Comments
5 min read
Why Your Team Ignores Your New AI Tool (And the Four Design Fixes That Change It)
tm_gunderson_9cff63a7ba profile

Why Your Team Ignores Your New AI Tool (And the Four Design Fixes That Change It)

#ai #smallbusiness #productivity #automation
Comments 1
5 min read
A Dashboard That Updates Itself — No Data Analyst Required
tm_gunderson_9cff63a7ba profile

A Dashboard That Updates Itself — No Data Analyst Required

#ai #smallbusiness #automation #productivity
Comments
4 min read
When Your AI Assistant Gets Frontier Brains: The Work You Can Newly Hand Over (and What to Verify)
tm_gunderson_9cff63a7ba profile

When Your AI Assistant Gets Frontier Brains: The Work You Can Newly Hand Over (and What to Verify)

#ai #productivity #smallbusiness #automation
Comments
4 min read
An AI Agent Is Running a Real Microbusiness Solo. Here's the Function Split Worth Studying.
tm_gunderson_9cff63a7ba profile

An AI Agent Is Running a Real Microbusiness Solo. Here's the Function Split Worth Studying.

#ai #smallbusiness #automation #agents
Comments
4 min read
Leaderboards Lie: The 30-Minute Test That Picks Your AI Tool Better Than Any Benchmark
tm_gunderson_9cff63a7ba profile

Leaderboards Lie: The 30-Minute Test That Picks Your AI Tool Better Than Any Benchmark

Comments
3 min read
The Spec Rule: Letting AI Build Internal Tools Without Losing Sleep
tm_gunderson_9cff63a7ba profile

The Spec Rule: Letting AI Build Internal Tools Without Losing Sleep

Comments
4 min read
Hire the Ten-Cent AI Junior: The Delegation Playbook Small Businesses Keep Missing
tm_gunderson_9cff63a7ba profile

Hire the Ten-Cent AI Junior: The Delegation Playbook Small Businesses Keep Missing

#ai #smallbusiness #automation #agents
Comments
4 min read
Attacking a Small Business Now Costs $25. 'Too Small to Hack' Is Over.
tm_gunderson_9cff63a7ba profile

Attacking a Small Business Now Costs $25. 'Too Small to Hack' Is Over.

#ai #security #smallbusiness #ecommerce
Comments
5 min read
Objectives, Not Instructions: Writing Work an AI Agent Can Actually Own
tm_gunderson_9cff63a7ba profile

Objectives, Not Instructions: Writing Work an AI Agent Can Actually Own

#ai #smallbusiness #automation #google
Comments
5 min read
The Decisions API Has a Price Now: A Small Business Walkthrough of Predicates, Choices, and Scores
tm_gunderson_9cff63a7ba profile

The Decisions API Has a Price Now: A Small Business Walkthrough of Predicates, Choices, and Scores

Comments
4 min read
Seven in Ten Small Business Owners Have Filmed a Video and Never Posted It
tm_gunderson_9cff63a7ba profile

Seven in Ten Small Business Owners Have Filmed a Video and Never Posted It

#ai #smallbusiness #video #marketing
Comments
4 min read
The Agentic Registry: A Small Business Audit for a World of Standardized Agent IDs
tm_gunderson_9cff63a7ba profile

The Agentic Registry: A Small Business Audit for a World of Standardized Agent IDs

#ai #smallbusiness #automation #security
Comments
5 min read
When the Customer's AI Books You: A Readiness Check for Agentic Buyers
tm_gunderson_9cff63a7ba profile

When the Customer's AI Books You: A Readiness Check for Agentic Buyers

#ai #smallbusiness #automation #startup
Comments
4 min read
The Switching Cost Just Moved: A Software Renewal Audit for the Agent Era
tm_gunderson_9cff63a7ba profile

The Switching Cost Just Moved: A Software Renewal Audit for the Agent Era

#agents #ai #saas
Comments
4 min read
Dots at $100 a Month, Muse for Free: A Small Business Buyer's Test for Consumer AI Agents
tm_gunderson_9cff63a7ba profile

Dots at $100 a Month, Muse for Free: A Small Business Buyer's Test for Consumer AI Agents

#ai #smallbusiness #automation #productivity
Comments 2
4 min read
Microsoft's Autopilot Is Coming: What a Bundled Always-On AI Agent Actually Changes for a Small Business
tm_gunderson_9cff63a7ba profile

Microsoft's Autopilot Is Coming: What a Bundled Always-On AI Agent Actually Changes for a Small Business

#ai #microsoft #githubcopilot #smallbusiness
Comments
4 min read
Deepfakes Are Coming for Your Invoices and Reviews — Provenance Is Now a Small-Business Survival Skill
tm_gunderson_9cff63a7ba profile

Deepfakes Are Coming for Your Invoices and Reviews — Provenance Is Now a Small-Business Survival Skill

#ai #cybersecurity #security
Comments
4 min read
Why Your AI Consultant Hopes You Never Graduate
tm_gunderson_9cff63a7ba profile

Why Your AI Consultant Hopes You Never Graduate

#ai #smallbusiness #consulting #automation
Comments
4 min read
I Wrote a Playbook About Making Money With AI Agents. We've Made $0. So I'm Running It Live for 14 Days.
tm_gunderson_9cff63a7ba profile

I Wrote a Playbook About Making Money With AI Agents. We've Made $0. So I'm Running It Live for 14 Days.

#ai #smallbusiness #automation #entrepreneurship
Comments
3 min read
The 'Just Decide' AI Tier Now Has Three Vendors: A Small Business Buyer's Guide
tm_gunderson_9cff63a7ba profile

The 'Just Decide' AI Tier Now Has Three Vendors: A Small Business Buyer's Guide

#ai #smallbusiness #automation #openai
Comments
4 min read
AI for Process, People for Heart: How to Split Every Ask Your Business Makes
tm_gunderson_9cff63a7ba profile

AI for Process, People for Heart: How to Split Every Ask Your Business Makes

#ai #smallbusiness #marketing #storytelling
Comments
4 min read
Give Your AI the Boring Job First. Then Count the Money.
tm_gunderson_9cff63a7ba profile

Give Your AI the Boring Job First. Then Count the Money.

#ai #smallbusiness #automation #productivity
Comments
4 min read
One Person Got Faster. Nothing Ships Faster. Here's the Real Fix.
tm_gunderson_9cff63a7ba profile

One Person Got Faster. Nothing Ships Faster. Here's the Real Fix.

#ai #smallbusiness #automation #productivity
Comments
3 min read
OpenAI's ChatGPT Dots: The Buyer's Briefing for Businesses Without a Dev Team
tm_gunderson_9cff63a7ba profile

OpenAI's ChatGPT Dots: The Buyer's Briefing for Businesses Without a Dev Team

Comments
5 min read
Your AI Agent Is Getting Its Own Email Address — Set It Up So It Doesn't Backfire
tm_gunderson_9cff63a7ba profile

Your AI Agent Is Getting Its Own Email Address — Set It Up So It Doesn't Backfire

Comments
5 min read
The Mid-Tier AI Model Just Became Your Internal Tools Department
tm_gunderson_9cff63a7ba profile

The Mid-Tier AI Model Just Became Your Internal Tools Department

Comments
4 min read
Who Does Your Company Celebrate? The Cheapest Hiring and AI Move You Can Make This Week
tm_gunderson_9cff63a7ba profile

Who Does Your Company Celebrate? The Cheapest Hiring and AI Move You Can Make This Week

Comments
4 min read
Vibe Coding vs Agentic Engineering — What Small Businesses Need to Know
tm_gunderson_9cff63a7ba profile

Vibe Coding vs Agentic Engineering — What Small Businesses Need to Know

Comments
3 min read
Your Vendor Spreadsheet Is a Liability — Automate It Before It Breaks
tm_gunderson_9cff63a7ba profile

Your Vendor Spreadsheet Is a Liability — Automate It Before It Breaks

Comments
3 min read
Why Your SMB Should Run a Small Language Model Locally — and How to Start
tm_gunderson_9cff63a7ba profile

Why Your SMB Should Run a Small Language Model Locally — and How to Start

#ai #automation #llm
Comments
3 min read
The Subscription Sweep Nobody Runs: A 30-Minute AI Ritual for Your Software Bill
tm_gunderson_9cff63a7ba profile

The Subscription Sweep Nobody Runs: A 30-Minute AI Ritual for Your Software Bill

Comments
4 min read
Stop Playing Calendar Tetris: How AI Agents Handle Scheduling for SMBs
tm_gunderson_9cff63a7ba profile

Stop Playing Calendar Tetris: How AI Agents Handle Scheduling for SMBs

Comments
3 min read
Stop Letting Reviews Rot: Automate Your Response System
tm_gunderson_9cff63a7ba profile

Stop Letting Reviews Rot: Automate Your Response System

Comments
4 min read
I Stopped Losing Proposals to Silence — Here's the n8n Workflow That Follows Up For Me
tm_gunderson_9cff63a7ba profile

I Stopped Losing Proposals to Silence — Here's the n8n Workflow That Follows Up For Me

Comments
4 min read
Instacart's Smart Carts See Everything — Here's the Same Data Loop for a One-Location Shop
tm_gunderson_9cff63a7ba profile

Instacart's Smart Carts See Everything — Here's the Same Data Loop for a One-Location Shop

Comments
4 min read
Your AI Forgets You Every Morning. New Memory Features Fix That — With a Catch Nobody Mentions.
tm_gunderson_9cff63a7ba profile

Your AI Forgets You Every Morning. New Memory Features Fix That — With a Catch Nobody Mentions.

Comments
5 min read
Stop Guessing Which Projects Make You Money: Automate Profitability Tracking
tm_gunderson_9cff63a7ba profile

Stop Guessing Which Projects Make You Money: Automate Profitability Tracking

Comments
4 min read
Stop Guessing Your Prices: How SMBs Automate Pricing Without a Data Team
tm_gunderson_9cff63a7ba profile

Stop Guessing Your Prices: How SMBs Automate Pricing Without a Data Team

Comments
3 min read
One AI Agent Cleared 60% of Busywork — Here's How to Pick Your First
tm_gunderson_9cff63a7ba profile

One AI Agent Cleared 60% of Busywork — Here's How to Pick Your First

Comments
3 min read
loading...