Bruno Pedro
@brunopedro.com
Building an API Product: Design, implement, release, and maintain API products that meet user needs: https://a.co/d/dE6pQpK
"How would an AI agent find out what it has to do to obtain the API credentials? How would an AI agent sign up to use the API? How would it copy the API key or a client ID and secret? Where is the code responsible for the integration with the API?"
apichangelog.substack.com/p/agentic-wo...
apichangelog.substack.com/p/agentic-wo...
Agentic Workflow Authorization
How can agents participating in a workflow get authorization to access APIs?
apichangelog.substack.com
December 26, 2025 at 9:01 AM
"How would an AI agent find out what it has to do to obtain the API credentials? How would an AI agent sign up to use the API? How would it copy the API key or a client ID and secret? Where is the code responsible for the integration with the API?"
apichangelog.substack.com/p/agentic-wo...
apichangelog.substack.com/p/agentic-wo...
Reposted by Bruno Pedro
Since “What Is Intelligence?” (@mitpress.bsky.social & Antikythera) came out in September, I’ve had the privilege of hearing so many perceptive reflections on the nature of life and intelligence from readers.
December 23, 2025 at 10:13 PM
Since “What Is Intelligence?” (@mitpress.bsky.social & Antikythera) came out in September, I’ve had the privilege of hearing so many perceptive reflections on the nature of life and intelligence from readers.
I slightly touched this topic here: apichangelog.substack.com/p/the-hidden...
"In October 2025, from a total of 61 members of the technical steering committees of popular open-source API formats, about 54% are there acting for their employers."
"In October 2025, from a total of 61 members of the technical steering committees of popular open-source API formats, about 54% are there acting for their employers."
December 23, 2025 at 12:37 PM
I slightly touched this topic here: apichangelog.substack.com/p/the-hidden...
"In October 2025, from a total of 61 members of the technical steering committees of popular open-source API formats, about 54% are there acting for their employers."
"In October 2025, from a total of 61 members of the technical steering committees of popular open-source API formats, about 54% are there acting for their employers."
Reposted by Bruno Pedro
Free (as in puppy) idea for an enterprising tech journalist/blogger: the 10 year rise of corporatized open source
December 23, 2025 at 1:42 AM
Free (as in puppy) idea for an enterprising tech journalist/blogger: the 10 year rise of corporatized open source
Reposted by Bruno Pedro
"It's better not to have a README than to have a bad one. If you're like many API producers, you never have enough time to dedicate to your README. How can you then automate the creation of content using AI?"
apichangelog.substack.com/p/generating...
apichangelog.substack.com/p/generating...
Generating an API README with AI
Is AI capable of generating a good-quality API README?
apichangelog.substack.com
December 19, 2025 at 5:27 PM
"It's better not to have a README than to have a bad one. If you're like many API producers, you never have enough time to dedicate to your README. How can you then automate the creation of content using AI?"
apichangelog.substack.com/p/generating...
apichangelog.substack.com/p/generating...
Reposted by Bruno Pedro
I'm getting terribly tired of reading doom and gloom posts on Reddit that are basically asking rhetorical questions.
"Should I start a career in tech writing now that...?"
Yes. If that's what you want to do, yes, by all means. Don't replace your will by crowdsourced heckling.
"Should I start a career in tech writing now that...?"
Yes. If that's what you want to do, yes, by all means. Don't replace your will by crowdsourced heckling.
December 20, 2025 at 1:55 PM
I'm getting terribly tired of reading doom and gloom posts on Reddit that are basically asking rhetorical questions.
"Should I start a career in tech writing now that...?"
Yes. If that's what you want to do, yes, by all means. Don't replace your will by crowdsourced heckling.
"Should I start a career in tech writing now that...?"
Yes. If that's what you want to do, yes, by all means. Don't replace your will by crowdsourced heckling.
Reposted by Bruno Pedro
Untitled from Electric Chairs, 1971
https://botfrens.com/collections/19/contents/1149040
https://botfrens.com/collections/19/contents/1149040
December 20, 2025 at 4:13 AM
Untitled from Electric Chairs, 1971
https://botfrens.com/collections/19/contents/1149040
https://botfrens.com/collections/19/contents/1149040
"It's better not to have a README than to have a bad one. If you're like many API producers, you never have enough time to dedicate to your README. How can you then automate the creation of content using AI?"
apichangelog.substack.com/p/generating...
apichangelog.substack.com/p/generating...
Generating an API README with AI
Is AI capable of generating a good-quality API README?
apichangelog.substack.com
December 19, 2025 at 5:27 PM
"It's better not to have a README than to have a bad one. If you're like many API producers, you never have enough time to dedicate to your README. How can you then automate the creation of content using AI?"
apichangelog.substack.com/p/generating...
apichangelog.substack.com/p/generating...
Reposted by Bruno Pedro
My team and I just published a new framework for AI social intelligence. By grasping self-other similarity and predicting how their actions affect others, models are encouraged to cooperate—solving the Prisoner’s Dilemma.
More on Embedded Universal Predictive Intelligence (MUPI) ⬇
More on Embedded Universal Predictive Intelligence (MUPI) ⬇
1/ Why does RL struggle with social dilemmas? How can we ensure that AI learns to cooperate rather than compete?
Introducing our new framework: MUPI (Embedded Universal Predictive Intelligence) which provides a theoretical basis for new cooperative solutions in RL.
Preprint🧵👇
(Paper link below.)
Introducing our new framework: MUPI (Embedded Universal Predictive Intelligence) which provides a theoretical basis for new cooperative solutions in RL.
Preprint🧵👇
(Paper link below.)
December 16, 2025 at 5:36 PM
My team and I just published a new framework for AI social intelligence. By grasping self-other similarity and predicting how their actions affect others, models are encouraged to cooperate—solving the Prisoner’s Dilemma.
More on Embedded Universal Predictive Intelligence (MUPI) ⬇
More on Embedded Universal Predictive Intelligence (MUPI) ⬇
"You can also create API platform businesses. On one side, you have API owners, and on the other side, consumers. What are the other elements, and how do they interact with each other?"
apichangelog.substack.com/p/how-to-cre...
apichangelog.substack.com/p/how-to-cre...
How to Create an API Platform Business
What is the value unit of an API platform business?
apichangelog.substack.com
December 16, 2025 at 2:36 PM
"You can also create API platform businesses. On one side, you have API owners, and on the other side, consumers. What are the other elements, and how do they interact with each other?"
apichangelog.substack.com/p/how-to-cre...
apichangelog.substack.com/p/how-to-cre...
Your API is hard to use!
- Consumers can’t understand your API
- You have never interviewed a potential consumer
- You don’t understand their JTBD
- Suddenly, consumers start complaining
Here are the slides of my apidays "Prototyping APIs with OpenAPI" talk: brunopedro.com/media/presen...
- Consumers can’t understand your API
- You have never interviewed a potential consumer
- You don’t understand their JTBD
- Suddenly, consumers start complaining
Here are the slides of my apidays "Prototyping APIs with OpenAPI" talk: brunopedro.com/media/presen...
December 15, 2025 at 2:51 PM
Your API is hard to use!
- Consumers can’t understand your API
- You have never interviewed a potential consumer
- You don’t understand their JTBD
- Suddenly, consumers start complaining
Here are the slides of my apidays "Prototyping APIs with OpenAPI" talk: brunopedro.com/media/presen...
- Consumers can’t understand your API
- You have never interviewed a potential consumer
- You don’t understand their JTBD
- Suddenly, consumers start complaining
Here are the slides of my apidays "Prototyping APIs with OpenAPI" talk: brunopedro.com/media/presen...
Reposted by Bruno Pedro
Can we grasp this sense of ourselves as existing in time, part of the beautiful continuum of life? Can we become inspired by the prospect of contributing to the future?
Questions asked by Long Now cofounder Brian Eno in the essay "The Big Here and Long Now" -> longnow.org/ideas/the-bi...
Questions asked by Long Now cofounder Brian Eno in the essay "The Big Here and Long Now" -> longnow.org/ideas/the-bi...
December 12, 2025 at 9:52 PM
Can we grasp this sense of ourselves as existing in time, part of the beautiful continuum of life? Can we become inspired by the prospect of contributing to the future?
Questions asked by Long Now cofounder Brian Eno in the essay "The Big Here and Long Now" -> longnow.org/ideas/the-bi...
Questions asked by Long Now cofounder Brian Eno in the essay "The Big Here and Long Now" -> longnow.org/ideas/the-bi...
What a great crowd earlier today at the "API Prototyping in Practice: From Design to Validation" workshop I did with Hans Pagel from Scalar. Thank you to all the attendees for the amazing participation!
December 9, 2025 at 11:01 PM
What a great crowd earlier today at the "API Prototyping in Practice: From Design to Validation" workshop I did with Hans Pagel from Scalar. Thank you to all the attendees for the amazing participation!
Reposted by Bruno Pedro
"Your API is hard to use. There will always be someone who will complain they can’t understand it. It's time to change this."
open.substack.com/pub/apichang...
open.substack.com/pub/apichang...
API Prototyping in Practice
What techniques can help you validate your APIs?
open.substack.com
December 6, 2025 at 9:48 AM
"Your API is hard to use. There will always be someone who will complain they can’t understand it. It's time to change this."
open.substack.com/pub/apichang...
open.substack.com/pub/apichang...
Reposted by Bruno Pedro
I thoroughly recommend reading all of Cory Doctorow's recent speech on AI skepticism, it's crammed with new arguments and interesting new ways of thinking about these problems https://pluralistic.net/2025/12/05/pop-that-bubble/#u-washington
December 7, 2025 at 10:22 PM
I thoroughly recommend reading all of Cory Doctorow's recent speech on AI skepticism, it's crammed with new arguments and interesting new ways of thinking about these problems https://pluralistic.net/2025/12/05/pop-that-bubble/#u-washington
Reposted by Bruno Pedro
Remember when the internet wasn't awful? We can go back to that.
Some friends and I have released the Resonant Computing Manifesto: a call to bring back such a time, to see if we can bring back a world where technology works for us, rather than against us.
resonantcomputing.org
Some friends and I have released the Resonant Computing Manifesto: a call to bring back such a time, to see if we can bring back a world where technology works for us, rather than against us.
resonantcomputing.org
The Resonant Computing Manifesto
Technology should bring out the best in humanity, not the worst—a manifesto for resonant computing built on five principles that reject hyper-scale extraction for human flourishing.
resonantcomputing.org
December 5, 2025 at 5:57 PM
Remember when the internet wasn't awful? We can go back to that.
Some friends and I have released the Resonant Computing Manifesto: a call to bring back such a time, to see if we can bring back a world where technology works for us, rather than against us.
resonantcomputing.org
Some friends and I have released the Resonant Computing Manifesto: a call to bring back such a time, to see if we can bring back a world where technology works for us, rather than against us.
resonantcomputing.org
Reposted by Bruno Pedro
Could cognition emerge from matter at scales far below neurons? This @nature.com paper explores whether molecular self-assembly can perform neural-like classification. The work suggests that even physical processes may carry out sophisticated information processing.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
December 6, 2025 at 6:55 PM
Could cognition emerge from matter at scales far below neurons? This @nature.com paper explores whether molecular self-assembly can perform neural-like classification. The work suggests that even physical processes may carry out sophisticated information processing.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
"Your API is hard to use. There will always be someone who will complain they can’t understand it. It's time to change this."
open.substack.com/pub/apichang...
open.substack.com/pub/apichang...
API Prototyping in Practice
What techniques can help you validate your APIs?
open.substack.com
December 6, 2025 at 9:48 AM
"Your API is hard to use. There will always be someone who will complain they can’t understand it. It's time to change this."
open.substack.com/pub/apichang...
open.substack.com/pub/apichang...
"To me, the root path of any API should be a resource holding the full reference of the API. If it's a machine reading it, it should return a machine-readable reference. If it's a human, it should return a nice-looking API reference."
apichangelog.substack.com/p/selectivel...
apichangelog.substack.com/p/selectivel...
Selectively Serving Your API Reference
What if you could automate the way you serve your API reference to different types of consumers?
apichangelog.substack.com
December 4, 2025 at 3:52 PM
"To me, the root path of any API should be a resource holding the full reference of the API. If it's a machine reading it, it should return a machine-readable reference. If it's a human, it should return a nice-looking API reference."
apichangelog.substack.com/p/selectivel...
apichangelog.substack.com/p/selectivel...