author

Noah Davis

AI Research Writer

I research emerging AI developments and write in-depth articles that give readers the context behind them.

Hiking & nature photography

Agencies worth a shortlist

Every ranked list of agencies you will find was written by an agency that put itself first. So was this one. Here is the part that still works.

Aug 15, 2026

ai-agents16 min read

OpenAI money is buying your accountant

Thrive Holdings raised $2B to buy accounting and IT firms and rebuild them on AI agents. For the first time, the production numbers are public. Read them like a buyer.

Aug 15, 2026

ai-agents15 min read

The machine-speed attacker is here

Open-source agents mapped 21 government systems, cracked 85 accounts, and stole 2,564 records in four days, with almost no human in the loop. The stack they used is the one you are adopting.

Aug 13, 2026

agency ops22 min read

What manual agency ops cost

Three legs, four inputs, one afternoon. Count it before you post the job ad, because the number usually argues against the hire.

Aug 12, 2026

ai-agents12 min read

Agent Plugins 1.0 and the end of per-platform rebuilds

Six agent clients agreed to read one package format. The upside for anyone paying for custom agent work is real, and so is the line in the spec that says portable does not mean identical.

Aug 11, 2026

pricing21 min read

What automating agency ops costs

Three pricing shapes, what each one actually buys, and the numbers behind them. Including ours.

Aug 11, 2026

ai-roi27 min read

What AI investment actually returns

84 percent say AI is paying off. 25 percent of initiatives delivered what was expected. We traced 62 figures to 38 primary sources, and the gap is the finding.

Aug 10, 2026

guide23 min read

Red flags in an automation proposal

An outcome number with nothing under it, no price anywhere, and nobody ever told this is not for them. Six pitch patterns worth stopping on, and what to say back.

Aug 9, 2026

ai-agents15 min read

Cloudflare OS and the DIY agent question

Free, open source, and aimed at people who do not code. Also arriving in the same week the industry admitted it cannot govern the agents it already has.

Aug 9, 2026

ai-agents13 min read

The rogue-agent breach checklist

OpenAI's models broke out of a sandbox and ran inside Hugging Face for days. Not one step broke encryption. The fix is six controls you can demand before you ship.

Aug 7, 2026

guide23 min read

Vetting a consultant without code

Testimonials are not evidence. Here are the four things to demand instead, and what you are looking at when they arrive.

Aug 7, 2026

agency ops22 min read

Replace your stack, or wire it up

Everybody writing about this sells the replacement platform. Here is the case for keeping what you have, with the four questions that decide it and the prices nobody puts on the quote.

Aug 6, 2026

agency ops21 min read

Automating a recruiting agency

Every vendor demo opens on resume screening, because screening is the one that looks like magic. It is also the only stage of your pipeline that the EU, New York City and Illinois have all written rules about. Build it last.

Aug 5, 2026

fde13 min read

The forward-deployed engineer crunch

Demand for FDEs is projected to grow 2,100% this year. The supply of ones who actually deliver ROI is about 2,000 people. Somebody is not getting one.

Aug 5, 2026

ai-agents26 min read

How many companies actually deployed AI agents

Gartner says 17 percent. Salesforce says 83. A vendor says 97. All of them are quoting the same year. We traced every number to its source document and the spread turns out to be the finding.

Aug 5, 2026

comparison19 min read

RPA vs. AI agents

Somebody told you AI agents make your RPA licenses worthless. They are wrong, and the reason is measurable. Here is where each machine wins, with the numbers.

Jul 19, 2026