#361: Foxglove w/Founder + CEO Adrian Macneil
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Autonocast Apr 16, 2026
#361: Foxglove w/Founder + CEO Adrian Macneil

#361: Foxglove w/Founder + CEO Adrian Macneil

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#361: Foxglove w/Founder + CEO Adrian Macneil
Company

Foxglove

Foxglove is the company the guest started and runs. The hosts are introducing it before getting into what it does.

Company

Audi

Audi is the car brand being mentioned as part of Cruise’s early self-driving car testing. The hosts are talking about which cars Cruise used at the beginning.

Nissan Leaf
Car

Nissan Leaf

The Nissan Leaf is a small electric car. They’re talking about it because Cruise was using it while developing self-driving tech.

Brand

GM

GM is General Motors, one of the biggest car companies in the U.S. Here, they’re talking about when GM got involved and sent over an early test car.

Chevy Bolt
Car

Chevy Bolt

The Chevy Bolt is an electric car made by Chevrolet. In this story, they got an early version of it to work on before it was widely sold.

Concept

pre-release

A pre-release car is one that exists before the public can buy it. Companies use it to test and fix things before the car officially goes on sale.

Concept

platform

A platform is the basic foundation a car is built on. It includes the main structure and shared parts that different versions of a car can use.

Concept

3D printed parts

These are car parts made by a 3D printer instead of a factory mold. It usually means the team was still experimenting and building things quickly.

Concept

driver out

This means the car can drive itself without a person sitting there ready to take over. It’s a big step for self-driving technology.

Concept

developer infrastructure

This is the behind-the-scenes software that helps engineers build and ship products. It’s the toolkit that makes development easier and more organized.

Concept

autonomy at scale

This means making self-driving systems work for lots of vehicles or robots, not just one test car. It’s about building the tools needed to roll it out widely.

Concept

self driving

Self-driving means a vehicle can drive itself without a person controlling every move. The speaker says the same tools could help with other robots too.

Concept

AI

AI is computer software that can make decisions or recognize patterns. The speaker is saying it has gotten much better in recent years.

Concept

compute

Compute means computer power. More compute lets software and AI do more complicated things.

Company

Cruise

Cruise is a company that tried to build self-driving cars you could ride in without a human driver. The speaker is talking about how big it got and how things later changed.

Term

autonomy stack

This is the set of technology that helps a car drive itself. It includes the cameras, radar, software, and decision-making systems working together.

Term

robotaxi

A robotaxi is a taxi that drives itself. You order it like a rideshare, but there is no driver in the front seat.

Concept

AV era

AV means autonomous vehicle, or a car that can drive itself. The speaker is talking about the whole wave of companies trying to make self-driving cars work.

Concept

autonomous vehicles

These are self-driving vehicles. They use cameras, radar, and software to figure out where to go and how to avoid crashes without a person doing all the driving.

Concept

safety critical

This means something has to work correctly because if it fails, people could get hurt. In a self-driving car, the computer has to make very careful decisions all the time.

Concept

autonomous driving

This means a car can drive itself instead of needing a person to do everything. The speaker is saying this was one of the first big places where AI really worked in the real world.

Concept

autonomous vehicle companies

These are companies trying to make vehicles drive themselves. The discussion is about a newer group of companies that are using AI from the beginning instead of adding it later.

Concept

AI-native

It means the company was built with AI at the center from day one. The speaker is saying these newer self-driving companies are designed that way instead of trying to retrofit AI later.

Company

Wabi

This is a company working on self-driving technology. The speaker is using it as an example of a newer startup that’s building around AI.

Company

Wave

This is another company working on self-driving tech. The speaker is pointing to it as one of the newer companies using AI from the beginning.

Company

Boxsoft

This sounds like a software platform that helps self-driving companies do their work. The speaker says it helps them build more efficiently.

Concept

autonomy in the physical world

This means machines that can do tasks on their own in the real world, not just in software. The speaker is talking about self-driving tech spreading to other kinds of machines too.

Company

Bedrock

This is a company making machines that can work by themselves on construction sites. The speaker is using it as an example of self-driving technology outside cars.

Company

Waymo Trucking

This is Waymo’s work on self-driving trucks. The speaker is saying some people from that team went on to start another company.

Concept

autonomous construction machinery

These are construction machines that can do work on their own or with very little help from a person. The speaker is saying self-driving technology is spreading into construction equipment too.

Concept

consumer robots

These are robots regular people might buy or use at home. The speaker is saying self-driving-style technology is also showing up in robots for consumers.

Concept

autonomous defense capabilities

This means military or security systems that can do some tasks by themselves instead of needing a person to control every move. It can include drones and other unmanned machines.

Term

drones

Drones are flying machines without a person on board. Some are controlled by a person, and some can fly on their own.

Term

infrastructure layer

This is the behind-the-scenes foundation that other software runs on. It’s like the roads and utilities that let the rest of the system work.

Concept

data flywheel

This means the system keeps getting better because it learns from more and more real-world examples. The more it drives, the more it can improve itself.

Concept

long tail

This means the unusual stuff that doesn’t happen every day, like odd road situations or rare mistakes. Self-driving systems need to learn from those rare cases too.

Concept

simulation

This is like a computer-made practice world where the car’s software can be tested safely. It helps engineers see how the system would react before trying it in real life.

Term

AV industry

AV means autonomous vehicle, or self-driving car. The AV industry is the group of companies working on that technology.

Term

debug

Debugging is just figuring out what went wrong and fixing it. Engineers do this when software or a machine behaves the wrong way.

Term

training

Training is how a computer system learns from examples. The more useful examples it gets, the better it can do its job.

Term

data set

A data set is a big collection of examples or information. Computers learn from it the way a student learns from practice problems.

Concept

robotics startup

It’s a new company that makes robots or robot technology. The conversation is about how that kind of company spots problems in machines.

Term

low confidence

It means the robot isn’t very sure about its answer. If a machine is unsure, that can be a clue that something might be wrong.

Concept

safety systems

Safety systems are the features that help catch problems early. The speaker means the robot already has tools that notice when something might be wrong.

Term

data mining

Data mining means digging through a lot of information to find useful patterns. The speaker is saying they want to search past events to find similar ones.

Concept

mining problem

This means digging through lots of information to find the useful bits. Here, it’s about finding unusual driving moments that can help teach the software.

Concept

search problem

This means looking through a lot of data to find the exact examples you need. Instead of inventing something new, you’re trying to find the right past cases.

Concept

autonomy company

This means a company working on cars that can drive themselves. The discussion is about all the hidden tech and data work needed to make that happen.

Brand

Tesla

Tesla makes electric cars and is also known for self-driving tech. Here it’s being mentioned as one of the big companies working on autonomy.

Concept

novel models

These are brand-new computer models or ideas. In self-driving work, people are always trying to build better ones.

Concept

novel architectures

This means new ways of organizing the software or AI system. It’s the blueprint for how the self-driving tech is put together.

Term

fleet infrastructure

This means the behind-the-scenes setup for running lots of vehicles at once. It includes things like keeping track of cars, sending them where they need to go, and managing them efficiently.

Concept

first principles

This means starting with the basics and figuring things out from scratch. Instead of following a recipe, you build the solution by understanding the core problem first.

Company

Zoo

This is probably Zoox, a self-driving car company, though the transcript sounds a little off. The speaker is naming companies that work on autonomous vehicles.

Term

multimodal data visualization tool

This is a software tool that shows different kinds of information together in one place. For self-driving cars, it helps people look at camera views, sensor data, and driving decisions at the same time.

Concept

bar to entry

This means how hard it is for a new company to get started in a business. The speaker is saying self-driving cars are too expensive if only giant companies can afford to do it.

Term

logging file format

It’s basically a special kind of file that saves a record of what a system did. People use it later to figure out problems or study how something worked.

Concept

bespoke file format

This means a company made its own special way to save data instead of using a common standard. That can make it harder for other people or software to read and use it.

Concept

PDF of robots

They mean a single file type that lots of different robot tools can open, like how PDFs work for documents. It's a way to make robot data easier to share and read.

Company

MCAP

MCAP is a file format for robot data. It helps different robot systems save and share information in the same way, instead of everyone using a different format.

Concept

SaaS industry

SaaS is the kind of software you use online and usually pay for regularly. They're comparing the robot business to that software business to make a point about standardization.

Company

Fox self

This is the name of the company or project the speaker is talking about. They’re saying it helps build the tools underneath robotics products.

Concept

hardware is gonna get commoditized

This means the physical parts may become more common and less special, so they cost less and are easier to buy. The speaker is saying the important part may end up being the software and system around the hardware, not the hardware alone.

Term

log file format

This is just the way computer data gets saved so it can be read later. The speaker is saying that building that kind of plumbing is less exciting than solving the actual customer problem.

Concept

trough of disillusionment

This is the part of a tech trend where people stop being overly excited and a lot of companies give up or fail. After that, the useful ideas and stronger businesses are the ones left standing.

Concept

October 2023 incident

This is a safety problem that happened to Cruise in 2023. It caused a lot of attention and changed how the company operated.

Concept

robotics company

This means a company that makes smart machines or self-driving systems. The speaker is saying it may be easier to start one now than it used to be.

Term

AI inference chips

These are computer chips that help machines think quickly using AI. Better chips let robots make decisions faster by themselves.

Term

batteries

Batteries store electricity so machines can run without being plugged in. Better batteries help robots work longer and do more.

Term

local models

This means the AI runs inside the machine instead of on the internet. That helps robots react faster and work even without a connection.

Part

actuators

Actuators are the parts that make a machine move. They’re like the muscles in a robot.

Part

sensors

Sensors are the robot’s eyes and ears. They help it notice what’s around it and what it’s touching.

Part

dexterous hands

These are robot hands that can do careful, precise work like a person’s hands. They help robots pick up and handle tricky objects.

Concept

open source vision language models

These are AI programs that can look at pictures and understand words, and the public can use and modify them. People are teaching them to help robots decide what to do.

Term

robot action data

This is information from robots doing real tasks, like how they moved and what happened. Engineers use it to teach robots better behavior.

Term

fine tuning

Fine tuning means taking an AI that already knows a lot and teaching it a specific job. It’s like giving it extra training for one task.

Concept

reshoring manufacturing

This means moving factory work back home instead of making things in another country. Companies do this to make supply chains simpler or more secure.

Topic

made in America

This means making products in the United States instead of overseas. The speaker says that idea is becoming popular again.

Concept

automation

Automation means using machines to do jobs people used to do by hand. In factories, that often means robots doing the repetitive work.

Company

Aurora

Aurora is another self-driving company. The speaker is saying people from companies like Aurora are now working on all kinds of machines, not just cars.

Topic

Waymo scaling and operations

They’re talking about how hard it is to grow a self-driving taxi service. It’s not just about the cars driving themselves, but also making, charging, cleaning, and moving them around.

Concept

operational problem

This is about the business side of running a fleet, not just the driving part. It means making, moving, charging, and cleaning the cars so the service actually works in real life.

Concept

autonomy problem

This means the hard part is making the car drive on its own without mistakes. They’re saying that part may be less of the problem than actually running the service day to day.

Concept

edge cases

These are the oddball situations that don’t happen very often. Self-driving systems can be great most of the time and still struggle with these rare cases.

Concept

manufacture the vehicles

It’s not enough to have the idea or the software. They still have to physically build lots of cars before they can send them to different cities.

Concept

charge them

These cars run on electricity, so they need to be plugged in and recharged. That becomes a big part of running a fleet.

Concept

clean them

The cars have to be washed and kept tidy so people will want to ride in them. That’s part of running the service, just like charging them.

Concept

validation

Validation is the process of making sure a self-driving system really works and is safe. It means testing lots of situations before letting it operate on its own.

Concept

series A

This is a startup funding stage. It’s one of the first big rounds of money a young company raises from investors.

Concept

series B

This is another startup funding round, usually after the first big round. Companies use it to grow faster once they’ve proven the idea works.

Company

Gatic

This is a company name brought up in the conversation. It’s one of the businesses connected to self-driving technology.

Concept

AV

AV means autonomous vehicle, or a vehicle that can drive itself. The hosts are talking about how big that market is becoming.

Topic

Defense and aerospace

This is the part of the conversation where they shift to other industries besides cars and trucks. They’re talking about defense and aircraft-related businesses.

Concept

ground vehicles

These are vehicles that move on roads or other land surfaces. It’s the category that includes cars and trucks, not airplanes or boats.

Concept

robot foundation models

This is a big AI system that can be reused for lots of robot jobs. Instead of building a separate brain for every task, engineers try to make one flexible model that can handle many of them.

Concept

dexterous manipulation

This is about robots being able to grab and move things carefully, almost like a human hand. It’s hard because objects are all different and the robot has to be precise.

Concept

long horizon tasks

This means a job that takes lots of steps and time to finish. A robot has to keep track of what it’s doing and not just do one simple action.

Topic

warehouse robots

They’re talking about robots that help in warehouses by moving boxes and packages around. These machines make shipping and storage faster and more organized.

Company

Symbi Robotics

This is a company that makes robots for stores and warehouses. In the clip, they’re used as an example of robots checking shelves and inventory.

Topic

grocery store inventory robots

They’re talking about robots that go through grocery stores and check what’s on the shelves. These robots help stores see what’s missing, what’s priced wrong, and what needs restocking.

Company

Aeravik

Aeravik is a company that makes self-driving systems for specialized vehicles. Here, they’re talking about airport vehicles that move luggage around.

Topic

airport luggage autonomy

They’re talking about machines that move luggage around airports by themselves. It’s a smaller, easier version of self-driving than what you’d need on city streets.

Concept

San Francisco

San Francisco is a city with busy streets and tricky driving conditions. The speaker is using it as an example of a place where self-driving cars have to handle a lot of challenges.

Concept

tractor in the field

This means a farm tractor that can work by itself in a field. The speaker is comparing that kind of automation to self-driving cars.

Term

moat

A moat is something that gives a company a strong edge over competitors. It could be special technology, unique data, or customer relationships that are hard for others to copy.

Term

contract duration

This is how long a customer signs up for a service. Longer contracts can make a business more stable because customers stay committed for more time.

Term

proprietary advantage

This means the company has a special edge that other companies don’t have. It might be a tool, data, or method that makes them better or harder to compete with.

Company

Stripe

Stripe is a company that helps businesses take payments online. The speaker is comparing their software to a tool that companies rely on every day and don’t want to switch away from.

Company

Datadog

Datadog is a company that helps businesses watch their computer systems and spot problems. The speaker is using it as an example of software that people keep using because it becomes part of their daily operations.

Company

Cruz

This seems to be the name of a company the speaker used to work for. They’re saying that even after it closed, people kept using the tools he had built there.

Term

ADAS

ADAS means car features that help the driver. Things like lane assist and automatic braking are part of it, and the speakers are talking about that kind of work at GM.

Company

legacy automaker

This means an old, established car company. The speakers are comparing a big traditional automaker to a newer self-driving company.

Term

Robotoxys

This is probably talking about cars that drive people around by themselves, like a taxi with no driver. The transcript seems to have misheard the word a little.

Brand

Ford

Ford is a well-known car company. Here it’s being used as an example of a company that may be moving more carefully into self-driving tech.

Term

OEMs

OEM is a business term for the company that makes the car. In this context, it means the automaker rather than a parts supplier.

Concept

vertically integrated approach

This means one company tries to make most of the important parts itself. In cars, that can mean the company designs the car, the software, and the self-driving system instead of buying those pieces from others.

Brand

Rivian

Rivian is a newer electric car company that makes trucks and SUVs. The speaker is saying it might also do well if it builds its own self-driving tech.

Company

Nero

Nero is another company that sells self-driving tech to car companies. The idea is that automakers can use its software instead of making their own.

Company

Volkswagen

Volkswagen is a big car company. In this conversation, it's the automaker paying Rivian for technology and software help.

Term

OEM licensing play

OEM means the car company that actually builds the vehicle. An OEM licensing play is when a tech company sells its software to car makers instead of selling cars itself.

Term

AI-first architecture

This means the software was built with AI at the center from the beginning. Instead of adding smart features later, the whole system is designed to use AI.

Term

eyes off

It means the car can drive itself for a while, so you don’t have to keep staring at the road the whole time. But the driver may still need to take over if the car asks.

Term

level three

Level 3 means the car can handle driving itself in some situations, but you still need to be ready to jump back in if it asks. It’s more advanced than cruise control or lane keeping.

Term

freeway driving point to point

It means the car can take you from one place to another on the highway mostly by itself. You’d still need to be ready to take over if needed.

Term

come back online

It means you need to pay attention again and take over driving. The car is asking the human to be the driver now.

Concept

race on

It means the competition will heat up. More companies will try harder to win customers with better self-driving tech.

Term

partner

It means a car company might work with another company instead of trying to build everything itself. They team up to make the technology faster or better.

Concept

picks and shovels business

It means making money by selling the tools other people need, not by selling the finished thing itself. In this case, the speaker is talking about companies that help other companies build software.

Term

vibe coding

This means letting AI help build software for you, instead of writing every line yourself. The person is saying it’s becoming easy for non-programmers to make their own apps.

Term

CRM

A CRM is basically a system for keeping track of customers and conversations. Businesses use it to organize leads, sales, and follow-ups.

Term

Next.js

Next.js is a tool that helps people build websites and apps more easily. It’s one of the pieces of software the speaker says was used to make the CRM.

Term

Django

Django is a software toolkit that helps people build websites and apps faster. The speaker is naming the programming tools used to make the app.

Term

Claude

Claude is an AI chatbot that can help answer questions and write code. The speaker is saying the AI helped the person build the app.

Concept

vibe code

It means making software quickly with AI help instead of doing everything by hand. The speaker is talking about building a small tool for yourself.

Company

Databricks

Databricks is a company that helps businesses work with large amounts of data. The speaker is saying companies like this are booming because AI makes data tools more important.

Company

SuperBase

Supabase is a service that helps developers store data and build app backends. It’s mentioned here as one of the companies getting more popular because AI is increasing demand for software infrastructure.

Company

Vercel

Vercel is a company that helps developers build and run websites and apps. The speaker is saying companies like this are growing quickly because AI is driving more demand for software tools.

Concept

robotics industry

This means the business of making robots and the tools that help them work. The speaker is saying a lot more robot companies are going to start up soon.

Concept

deploy robots in production

This means the robots are no longer just prototypes or experiments. They’re being used for real jobs in the real world.

Term

free plan

This means you can use the product without paying, but usually with some limits. It’s a way to let people try it out first.

Term

credit card plans

This means a small business or individual can pay for the service with a credit card instead of going through a big sales process. It’s usually the easy, online checkout option.

Concept

tire-changing robot

This is a robot that helps change tires for mechanics. It can do part of the work people usually do by hand.

Topic

auto mechanics

This part is about car repair shops and the people who work on cars. The speaker is talking about robots that could help mechanics do their jobs.

Concept

AV space

AV means self-driving vehicles. The speaker is talking about the world of cars that can drive themselves, and how people in that field have tried different approaches.

Concept

hedge portfolio

It means not putting all your money on one risky idea. You mix in safer choices so you’re not totally exposed if the big gamble fails.

Concept

humanoid

It means a robot that looks or moves a lot like a person. The speaker is asking whether too much money is going into those kinds of robots.

Concept

zero sum game

It’s the idea that if one person wins, someone else must lose the same amount. The speaker is saying that may not be true here.

Concept

physical AI

This means AI that does things in the real world, like controlling robots or machines, not just answering questions on a screen. The speaker is saying that kind of AI is getting a lot of attention and money.

Concept

large foundation models

These are very large AI systems that can be reused for lots of different jobs. The speaker is saying they’re becoming important in robots too, not just in chatbots.

Concept

consumer robotics

These are robots made for regular people to use at home or in daily life. The speaker is saying this area is starting to take off.

Company

Coinbase

Coinbase is a company that lets people buy and sell cryptocurrency. It comes up here because the guest also worked there.

Rivian R1S
Car

Rivian R1S

The Rivian R1S is a big electric SUV made by Rivian. It’s the kind of vehicle people buy when they want space, utility, and EV range in one package.

Tesla Model Y
Car

Tesla Model Y

The Tesla Model Y is a popular electric SUV from Tesla. It’s one of the company’s best-known family cars.

Brand

Subaru

Subaru is a car brand known for all-wheel drive and winter-friendly vehicles. That’s why it comes up in a conversation about a ski car.

Subaru Cross Trek
Car

Subaru Cross Trek

The Subaru Crosstrek is a small SUV that people like for snow, camping, and everyday driving. It’s often chosen because it handles bad weather well.

Company

Mind Robotics

Mind Robotics is a company working on robots for factories and manufacturing. In this conversation, they’re saying it’s a new business that will first try its system with Rivian.

Concept

lights out

Lights out means a factory can keep running without people being there all the time. It’s basically a highly automated plant that can work on its own.

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