iiinova — where your digital self keeps evolving

John Kennedy @johnkennedy.info · 25/11/2025

Nice. Do you think customers really want this for the pipeline integration?

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John Kennedy @johnkennedy.info · 12/08/2025

Are you doing any signing/reading outside of worldcon?

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John Kennedy @johnkennedy.info · 16/01/2025

Yes! We are using @actual.ai , which is our commercial product. Happy to talk you through it if you are interested. john at

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John Kennedy @johnkennedy.info · 15/01/2025

@pfrazee.com played a vital role in enhancing the platform's security. They fixed a critical bug in mute word handling, ensuring more reliable content moderation. They also removed the client-side limit on labelers and tackled auth scope challenges for account migrations.

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John Kennedy @johnkennedy.info · 15/01/2025

@bnewbold.net spent a lot of time fixing typos in descriptions and comments, showing a keen eye for detail. This developer also contributed to significant features, like allowing colons in record keys and enforcing stricter rules for repository commits.

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John Kennedy @johnkennedy.info · 15/01/2025

@hailey.at focused on streamlining the application's logic and testing. They simplified code, implemented detached quotes and hidden replies in threads, and added quoteCount to the embed view, proving their ability to clean up code and enhance user experience.

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John Kennedy @johnkennedy.info · 15/01/2025

@esb.lol was a versioning virtuoso. Seemingly obsessed with ensuring the platform stayed fresh, they introduced new features such as video embeds, quote aggregations, and improved mute word handling. They also tirelessly hunted down bugs related to avatar resolution and other issues.

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John Kennedy @johnkennedy.info · 15/01/2025

@matthieu.bsky.team dedicated their time to improving the security and robustness of the OAuth and HTTP processes. They spent their time enhancing validation, managing tokens, and fixing various minor issues, proving their knack for finding the source of errors and implementing precise fixes.

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John Kennedy @johnkennedy.info · 15/01/2025

@divy.zone 's coding journey this year could be summed up as "cleanup crew extraordinaire." They seemed to find great joy in tidying up the codebase. This developer also fixed crucial bugs related to blob deletion and profile views, saving users from potential headaches and application crashes.

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John Kennedy @johnkennedy.info · 15/01/2025

@foysal.it was on a mission to fortify the platform's security. From adding threat signatures and refining OAuth validation to enhancing moderation tools and implementing rate limiting, they left no stone unturned in their quest to make the platform a fortress of digital safety.

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John Kennedy @johnkennedy.info · 15/01/2025

@dholms.xyz tirelessly worked on everything from feed interactions and thread mutes to fixing critical bugs and improving performance. They were the master of all trades, juggling multiple projects and keeping the codebase in tip-top shape.

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John Kennedy @johnkennedy.info · 15/01/2025

Love the work done by the @atproto.com team this year! Here's a fun little analysis with the top 8 contributors: www.wrapped.dev/repo/bluesky... 🧵

wrapped.dev

Wrapped.dev

Your Repos' 2024

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John Kennedy @johnkennedy.info · 13/01/2025

The problem with most pitch critiques is that they don't recognize that there is one pitch for investors and one pitch for customers. Any pitch can be destroyed if you judge it on the alternate target.

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John Kennedy @johnkennedy.info · 06/01/2025

New year, new static generation framework.

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John Kennedy @johnkennedy.info · 05/01/2025

31K out of 50K. I need to spend much more time on this.

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John Kennedy @johnkennedy.info · 01/01/2025

On the 31st, we hit third on ProductHunt with wrapped.dev! We’ve processed over 191K commits so far! Request your favorite open source repo to see a fun AI generated summary of 2024!

wrapped.dev

Wrapped.dev

Your Repos' 2024

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John Kennedy @johnkennedy.info · 01/01/2025

I now think of these words all over the place including customer request tagging, issue tagging, moat themes, customer/investor updates, etc.

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John Kennedy @johnkennedy.info · 01/01/2025

This one is particularly useful in thinking about roadmap. For each of our agents, we have to balance Perception, Reasoning, Decisioning, and Tooling.

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John Kennedy @johnkennedy.info · 01/01/2025

"[An AI agent is] an intelligent software system designed to perceive its environment, reason about it, make decisions, and take actions to achieve specific objectives autonomously" from Rudina Seseri at Glasswing.

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John Kennedy @johnkennedy.info · 01/01/2025

For me, AI agent has meant autonomy (does things without asking) and agency (the things it does have an effect on the world, not just answering questions), but today I found a better definition reading this article: techcrunch.com/2024/12/15/w...

techcrunch.com

What exactly is an AI agent? | TechCrunch

Regardless of how they're defined, the agents are for helping complete tasks in an automated way with as little human interaction as possible.

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John Kennedy @johnkennedy.info · 01/01/2025

Apparently we are going to use the the term "agent", an already ridiculously overloaded term, for the defining technology of 2025.

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John Kennedy @johnkennedy.info · 20/12/2024

This is what we are trying to fix: actual.ai

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John Kennedy @johnkennedy.info · 18/12/2024

Right picture. I don’t like things that cover other things.

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John Kennedy @johnkennedy.info · 11/12/2024

Can also see this trend emerging in open source: ai16z.github.io/eliza/

ai16z.github.io

eliza | eliza

Flexible, scalable AI agents for everyone

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John Kennedy @johnkennedy.info · 11/12/2024

Time to re-engineer all commerce funnels and customer lifecycles. Personal agents that interact with the internet have just gone mainstream with Project Mariner: blog.google/technology/g...

blog.google

Introducing Gemini 2.0: our new AI model for the agentic era

Today, we’re announcing Gemini 2.0, our most capable AI model yet.

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John Kennedy @johnkennedy.info · 11/12/2024

There are 5 startup events that my co-founder and I are deciding between in Seattle today, which would be SF-great, except that there is only one other interesting event this week… who is going to run the Seattle Startup @lu.ma calendar?

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John Kennedy @johnkennedy.info · 10/12/2024

Is this what we post here?

Couple in 1920’s outfits in front of a piano and fireplace.

Couple later in the night enjoying a party. Wife kissing husband’s cheek.

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John Kennedy @johnkennedy.info · 04/12/2024

Look, I love me some Garman, a return to our roots, sales-led / builder-friendly, but when the singularity goes foom in <5 years, cloud will just be a cradle for AI. Product-guy Swami is our only hope.

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John Kennedy @johnkennedy.info · 04/12/2024

Agreed. I have met him. I expect his ascension in the next 5-7 years.

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