Felix

spent the last 2+ years building around llms: infrastructure, rag, multi-agent workflows, deep research products. across all of that, one thing has become clearer to me: the model matters, but it isn't the whole agent. the model is the core. the agent takes shape when you build context, action, and workflow around it. that's what people actually interact with. as more ai products move from copilots toward agents, i've been thinking about where human judgment should stay, and how people can learn to steer them well. writing some of that down here, and trying to stay grounded while this space moves fast.

i tried to tell ya'll last year already.. but nobody listens to old grumpy people. #toc_11" target="_blank" rel="nofollow noopener">mariozechner.at/posts/2025-11-…

@pidotdev dynamic model loading, so cool

New Pi release. There will be another one following with some special capabilities for Kimi K3, but this one adds dynamic model loading so you will get Kimi access momentarily even without updating.

> [T]he bottleneck was never the code. It was always the human attention, the engineering judgment, the ability to hold a coherent vision for a system.

In addition to the 1Password desktop app, browser extension and the Claude desktop app, Claude Chrome browser extension is required to enable this. Nothing special.

We want to share some important news. Going forward, the team that builds Craft owns Craft. Craft has bought out all of our external investors and is now a fully independent, team-owned company. This was made possible by @balintorosz, he and a small group of team members leaving Craft to join Polymarket, taking the Agents app with them - we are forever grateful for him! What this means for you Your documents, subscription, and Craft experience are not changing, and neither are our plans for Craft. Our focus stays clear: building the best personal productivity app, with the design quality, attention to detail, and user experience you've come to expect from us. The team will continue to build, improve, and support Craft Docs, with Viktor, Craft's co-founder, leading the company going forward. On Balint Balint founded Craft with two core beliefs: that the tools we use every day shape how we think, create, and work, and that productivity software can feel more human, thoughtful, and joyful to use. His vision helped shape Craft into what it is today. We’re incredibly grateful for everything he and the departing team members have built, and we’re excited to see what they do next. What’s ahead If you've been following our recent Spring and Summer Clean-Up releases, you've already seen our renewed focus: refining the experience, improving performance, and making Craft better every day. For more on where we're headed, we shared a longer write-up a few weeks ago: x.com/viktor_pali/st… Saying goodbye to some of our colleagues is a bittersweet moment, but it's also the beginning of an exciting new chapter. Thank you for being part of this journey with us. The team at Craft

quote: No organization starts with a fully autonomous software factory. Autonomy is a maturation process that is gradual and specific to every organization’s readiness and comfort level. Deploying autonomy across the organization happens through deliberate engineering effort to codify workflows and standardize processes.

never thought anything i built would show up at WWDC. but here we are. youtube.com/watch?v=wykPEr…

My everyday go-to (rss & epub) reader. Completely missed this in the changelog, so glad I caught it here.

And I have to say that LLMs do lack a sense of beauty, even with multimodal capabilities and browser use screenshot.

People's tastes in beauty are always shifting. As a result, my blog's style also received some adjustments. I used to assume that a sans + serif pairing was the go-to choice. However, after reviewing more use cases and type specimens, comparison and experimentation, I realized that a serif + serif combination can also differentiate headings from body text while maintaining stylistic consistency at the same time. Additionally, I used to think headings had to be bold and semibold could be a milder, more reader-friendly emphasis. But you can't rely on constantly making things bolder or larger or on adding various effects to establish visual hierarchy. It's breaking the color. P.S. Söhne is a beautiful, steady grotesque. Maybe I'll bring it back someday for body text.

@mitsuhiko To some extent, even before AI, people who didn't want to think or listen still found other ways to avoid communication. Now AI gives them an effortless excuse. But I still have to admit that AI helps people with ideas to create content faster.

This is such a good post. orchidfiles.com/im-tired-of-ai…

now it's time

@jdxcode just a typical crypto scam under the guise of supporting open source projects.

Can someone explain what this is even saying? I am certain I want no part of any of it, but I am curious what it means.

quote: - Quality of output will solely depend on input, not capability of the model. - The unit of work becomes the delegated task, not the code to be written. - Software engineering shifts away from code and toward product thinking, shaping systems, judging tradeoffs, and business outcomes. - The most valuable engineers will be system thinkers and operators that can increase business value. That is and will remain unchanged.

@LexnLin the word underrated is underrated 🧐

AI has "killed": em-dash purple Inter, instrument_serif Sparkle icon 2*3grids ... all considered as slop now 😔

Developers love tinkering with what's technically possible, but nobody cares about a cool demo if it doesn't solve real business pain. We thought browser use, or even computer use, was the breakthrough point. It turns out that a lot of real business pain sits in ordinary workflows: - processes that rely heavily on Excel - PDF parsing and document-to-data extraction - manual copy-paste between systems And agents filling complex forms in internal software or on websites are still not as accurate or fast as expected.

expanded my prompt library

As LLMs and agents move into enterprise, the tech itself is just the surface. Leaders will pay for the tokens (and maybe the agents), trying to fix how the company runs. The real signal of success is quite simple: - less manual grunt work - people spend less time in meetings - teams finally shipping things that used to be impossible. It is just business transformation with a new engine.

actually i discovered pi through this post months ago. pi is now my daily driver and powers an online service I built to solve long-tail problems with code. it really changed my perspective on what agents can do, how to design tools and how to work with them. lucumr.pocoo.org/2026/1/31/pi/

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