Why can’t models continue to get smarter after they’re deployed? If you hire a human employee, they will grow more familiar with your systems over time, and (if they stick around long enough) eventually become a genuine domain expert. AI models are not like th…
Sometimes, I have 50 tabs open. Looking for a single piece of information ends up being a rapid click on each tab until I find what I'm looking for. Somehow, every time I get to that LinkedIn tab, I p
All the fun of short-form video, none of the corporate control. Loops is federated, open-source, and designed to give power back to creators and communities.
I’m seeking assistance regarding a sudden restriction on my Google AI Ultra account that has persisted for three days. I received no prior warnings or notifications regarding a potential violation. The only recent change in my workflow was connecting Gemini m…
Yes.But not necessarily in the ways you might think n.b. This article could have been a lot longer than it currently is..Concrete and Abstract SyntaxesIn the previous article, Choosing a Language Based on its Syntax?, I talked about how many people will not …
The first framework where AI agents perceive, understand, and act on your data — not guess. MVA (Model-View-Agent) architecture with Presenters, cognitive guardrails, and structured perception packages.
In the US, white-collar work
has grown from 17.6% of total employment in 1900 to ~60% in 2002.
Presumably, that share has grown even more and other first world countries have seen a similar trajectory.
AI tools change every week. New models, new workflows, new hype. I decided to stop chasing and focus on building instead. Here's why being behind is not a bad thing.
In my professional software engineering career, I've used a few different code review tools:
* Launchpad ~2012-2014 (Bazaar was great... IYKYK), and also GitHub
* 2016 – 2019 Phabricator
* 2019 – 2023 GitLab
* 2023 – 2025 GitHub
* 2025 – 2026 Graphite
B…
Andrej Karpathy has the nanochat project with the description “The best ChatGPT that $100 can buy”. He evolved a model architecture and training setup that reaches the performance of GPT-2 while costing 600 times less than the original OpenAI run from 2019. Th…
How I built a persistent personal AI agent in 2000 lines of Go that uses my Claude subscription instead of API keys, runs sandboxed via nono and talks to me on Telegram; Learnings about what seems to matter.
It’s been a while since my last post. Since then, I left my consulting gig and joined an early-stage startup. I wore more hats than I expected, got to lead and mentor people, and along the way entered my 30s (midlife-crisis / existential-dread era). Just when …