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geoMusings by Bill Dollins

A geospatial career journey

Tag: AI

“Post GIS” Revisited

One of the advantages of writing a blog for nearly twenty years is that you can go back and see how some of the things you wrote about have held up over time. Suffice it to say there are a number of posts that tempt me to hit the delete key. There were times when … Continue reading “Post GIS” Revisited →

Bill Dollins gis 2026-01-28 12 Minutes

AI Still Requires You to Understand Your Business

I have said repeatedly throughout my career that the effective use and adoption of technology requires a deep understanding of your own business processes and workflows. This is true regardless of the nature of the technology: proprietary or open-source, SaaS or cloud or on-prem, web or desktop or mobile, SQL or not. None of these … Continue reading AI Still Requires You to Understand Your Business →

Bill Dollins gis 2026-01-21 3 Minutes

GeoFeeds: Now with MCP

It's been about a year since we rolled out GeoFeeds, a spatial new aggregator along the lines of the old Planet Geospatial. During that time, it's been humming along, and we've added about 90 blog feeds to it. It provides a single, rolling, aggregated feed of posts from those blogs over the previous year. I've … Continue reading GeoFeeds: Now with MCP →

Bill Dollins gis 2026-01-20 1 Minute

Spatial Analysis with Claude Code

I've been doing more (a lot more) with Claude Code lately. With its subagents and skills features, it's become more customizable and powerful. I can really dial it into doing things the way I want them done, which accelerates my development and quickly gets me to where I am focused on important behaviors, rather than … Continue reading Spatial Analysis with Claude Code →

Bill Dollins gis 2026-01-14 2 Minutes

Metadata Rising

Earlier in my career, I was working on an infrastructure protection task and we were reconciling data from several sources that addressed the same road network. The data from the locality was authoritative, but it lacked some information we needed so we were conflating other data to the linework. I commented on the general lack … Continue reading Metadata Rising →

Bill Dollins geospatial, gis 2025-11-25 15 Minutes

Vibing Adjacencies

I have no problem with vibe coding. Yes, you can make bad code with it, and quite easily. The worst way to vibe code is to issue a monolithic prompt like "Build a word processor with the features of Microsoft Word." But using techniques like chain-of-thought or plan-and-solve prompting in an iterative manner can yield … Continue reading Vibing Adjacencies →

Bill Dollins gis 2025-09-302025-09-30 3 Minutes

Geospatial, AI/ML, and Infrastructure

The time since I've last posted has been quite busy. I've completely recovered from my previous eye issues and have been able to start traveling again. In fact, I'm writing this post from a hotel room. In addition to my consulting work at Cercana, I took on a role as the CTO of Photometrics AI, … Continue reading Geospatial, AI/ML, and Infrastructure →

Bill Dollins gis 2025-06-26 3 Minutes

“Vibe Coding” a Mock API

Depending on your point of view, "vibe coding" - using generative AI to iteratively develop code by using natural language to describe desired functionality - is either revolutionary or the slippery slope to deploying poor, irresponsible software. While both viewpoints have merit, I fall somewhere in the middle. As a programmer who is approaching 50 … Continue reading “Vibe Coding” a Mock API →

Bill Dollins gis 2025-04-07 4 Minutes

A Career Narrative – Not a Resume

As a consultant, I have to submit my resume a lot. You always want you resume tailored to the project you're trying to land. In the old days, that meant taking the most recent version, tweaking it, and hope that any gaps from the previous version aren't fatal. But these aren't the old days and … Continue reading A Career Narrative – Not a Resume →

Bill Dollins career, gis 2025-01-30 4 Minutes

Onward to 2025

I started the year with a sense of renewal. By that, I mean that I had cataract surgery the first week of the year and I literally have a new vision for the future. This time last year, I was already down with bronchitis - the result of an unnamed respiratory illness that knocked me … Continue reading Onward to 2025 →

Bill Dollins gis, open source 2025-01-17 2 Minutes

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