Ashley James

Ashley James

Host of Gadgets, Grit & Growth

About

With nearly two decades of hands-on experience in MultiFamily operations, PropTech, and Smart Access innovation, I specialize in helping SaaS and hardware companies break into and scale within the US MultiFamily market. I founded Strategic PropTech Advisory LLC to deliver actionable go-to-market (GTM) strategies, competitive analysis, and partnership development for forward-thinking PropTech brands. My approach is rooted in deep industry insight, a robust national network, and a proven track record—90% client retention and results like 400% brand awareness growth for clients

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Forums

20h ago

How do you find something you remember seeing online, but can't remember where?

A problem I've been thinking about while building something recently.

There are two very different searches:

Find me something about X.

and

At what point does running more agents backfire?

I keep seeing tools talk about how many agents they can run in parallel or how much of the backlog they can take on.

But every additional agent also creates more work to review, more decisions to make and more places where something can quietly go wrong.

Remember when an Replit's AI agent deleted a production database?

In July 2025, Replit s AI agent deleted a production database containing data on 1,200+ executives and 1,190+ companies despite an explicit code freeze. Replit later acknowledged the incident and shipped additional safeguards.

It s a good example of why we think observing an agent after something goes wrong isn t enough.

With Traccia, you can define runtime policies around agent execution for example, which tools an agent is allowed to use, how many retries/tool calls it can make, or how long it can run.

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