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AI Agents, Tools & Vendors: what to use, build, or trust

22 articles by Melissa Kolbe.

A Wi-Fi router sealed under a glass bell jar on a walnut desk, beside an antique brass wax-cylinder dictation machine, in a navy-walled office with an orange desk lamp.

Turn off the Wi-Fi. See what's still listening.

Should an AI Assistant Get Your Inbox? Not on a Promise

A privacy promise is the cheapest thing a company can give you, and the easiest to take back.

A corporate org chart of round gold-framed employee portraits connected by brass rods on a cream stone lobby wall; below the bottom row, a lone square frame holding a glowing screen hangs unconnected, and a brass rod lies on the marble floor beneath it.

The box made it onto the chart. The line to it didn't.

Should Your AI Agent Be on the Org Chart? Only With a Human's Name Next to It

Among 813 managers, the AI-employee frame cut error-catching 17%, but only where agents were already on the org chart.

A moonlit lighthouse on a rocky coast at night, its beacon dark while four windows down the tower glow warm orange.

It collects light for a living.

Better-Organized Silence

A knowledge layer nothing consults at the moment of work is not context, it is better-organized silence.

The box is fine. The shadow is the inventory.

You Wouldn’t Run a Stranger’s .exe. Why Is Your Agent Following a Stranger’s Install Prompt?

An agent skill is software that installs with no permission dialog and runs with everything your AI can touch.

Your research assistant will be along shortly.

Your research assistant will be along shortly.

Your AI Is Reading a Different Web Than You Are

Websites now serve AI tools deliberate garbage while showing humans the real page, using off-the-shelf tarpit tools.

A polished marble brain on a museum pedestal, flawless on top, slowly crumbling into a stream of sand beneath it in a dark gallery.

It has never looked better. That's the tell.

Your AI Second Brain Can’t Grade Its Own Homework

AI second brains don't remove maintenance; they move it from filing to verification, which nobody is building.

A tiny espresso cup overflows into a flooded pastel kitchen where a calm, well-dressed figure stands ankle-deep, unbothered.

It looked like coffee money.

Your AI Agent Has an Operating Cost. Price It Before You Build It.

Agent compute cost lands hardest on small teams because they have no budget buffer to absorb it.

Comprehensive monitoring. Of itself.

When Your AI Takes Action, Who’s Actually Checking?

Access controls cannot stop a sanctioned agent from taking an action you never authorized.

A smooth, round wooden peg wedged at an angle into a sleek square chrome box on a white surface, clearly not fitting — warm wood against cold metal.

You Bent Your Business to Fit Salesforce. AI Agent Products Want You to Do It Again.

AI agent products are the next generation of SaaS, selling the vendor’s playbook as an employee.

A vintage wood-grain cathode-ray television displaying a classic blue cable TV channel guide sits in the center of a polished conference table in a modern high-rise boardroom, coaxial cable coiled on the table beside it.

Congratulations on your upgrade. It comes with 47 features and one exit.

The Cable TV Bundle Is Back. This Time It’s Your AI.

Enterprise vendors are bundling AI to protect per-seat revenue, and the bundle becomes your lock-in.

A great horned owl wearing a blazer sits at an architect's drafting table in a deep navy-lit modern office, holding a red pen and marking bold corrections across a technical blueprint spread before it. A brass desk lamp illuminates the work.

She had notes.

My AI Called BS on Her Own Upgrade Plan. She Had Notes.

An AI system with enough context about its own architecture can correct the plan to upgrade it.

A laptop displaying an AI chat assistant sits on a glass desk in a modern office. Thin marionette strings descend from above, attached to floating words surrounding the screen, suggesting invisible manipulation of the AI's responses.

Your AI earned your trust. Someone else cashed it in.

Your AI Is Making Business Decisions for You. Someone Else MIGHT Be Writing the Script.

Recommendation poisoning exploits the normal trust curve, not carelessness, so more AI use means less checking.

A corporate boardroom table covered in architectural blueprints with a small $7.68 price tag at center and an open laptop, floor-to-ceiling windows revealing misty Pacific Northwest mountains behind.

The invoice was smaller than the coffee that fueled the build.

AI Just Broke the Economics of Giving a Damn

I built a full community events platform for a pro bono client in one weekend for $7.68.

A businessman holding blueprints stands at the edge of an incomplete bridge, separated from waiting clients by a gap in the roadway

AI Did the Hard Part. Then the Hard Part Started.

AI solved content generation, but knowing what done means in context is the judgment that cannot be commoditized.

Strategic Blog Partner Custom Gem Show thinking Of course. Here are a few options for your alt text, ranging from simple to more descriptive for SEO. Option 1: Concise & Descriptive A chef's hand carefully places a fresh basil leaf onto a Neapolitan pizza in front of a glowing, wood-fired brick oven. Why it works: This is a straightforward, effective description for accessibility purposes. Option 2: Detailed & SEO-Focused (Recommended) A master pizzaiolo's hand adding a basil leaf to a pizza, representing the focused expertise and precision of a Small AI strategy.

Forget “Bigger is Better.” The Future of Your Business is Small AI

The race to build the biggest do-everything AI model is a trap for most small businesses.

chief of staff office sign

I Programmed an AI to Stop Me From Giving Away Free Work

Memory without pattern recognition is just a detailed record of your repeated failures.

screenshot of Pallas Advisory chief of staff in action

I Was Spending $600/Month on AI Amnesia. Here’s What I Built Instead.

Three AI subscriptions costing $566/month had zero memory between sessions and zero awareness of each other.

Traffic light with all three colored lights illuminated on a city street

Your Employees Are Already Using AI (And They’re Not Telling You)

80% of SMB workers already use AI at work without permission, creating GDPR exposure you haven't seen.

Double Dutch Dare Ya App Screenshot

How I Built a Custom VOICE AI App to Fix My Terrible Dutch

Non-developers can now build custom solutions for the specific frustrations generic tools get wrong.

image showing the definition of research

I Spent $200 on ChatGPT: An Honest Comparison of AI Research Tools

ChatGPT's $200 Deep Research delivers the best output but is a luxury, not a necessity, for most small businesses.

I Tested 20+ AI Marketing Tools So You Don’t Have To: Here’s What Actually Works

Buffer, Zapier, and Claude together cut my social media management time by 70%, with no technical expertise.

AI Agents: The Next Evolution in Marketing Automation (2025 Preview)

Many tools marketed as autonomous agents are advanced automation that still relies heavily on human input and rules.

The AI Strategist

One email a week: the newest post, what I'm reading, and the occasional odd find. Written for people running small and growing businesses, not for AI insiders.

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