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Erik Craddock
Erik Craddock@eriklink

It's time for modern CSS to kill the SPA - Jono Alderson

The reason SPAs became the default wasn’t because they were better. It was because, for a while, they were the only way to deliver something that felt fluid – something that didn’t flash white between pages or jank the scroll position.

But here’s the uncomfortable truth: most SPAs don’t actually deliver the polish they promise.

It's time for modern CSS to kill the SPA

Jono Alderson

It's time for modern CSS to kill the SPA

Native CSS transitions have quietly killed the strongest argument for client-side routing. Yet people keep building terrible apps instead of performant websites.

linkby Jono Aldersonvia Jono Alderson
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Erik Craddock
Erik Craddock@eriklink

Are We Trek Yet?

This guide is intended to be a comprehensive look at the tech that Star Trek suggested to drive humanity forward ad astra per aspera. The emphasis is on innovations that don't violate physics according to present consensus understanding. Go ahead and explore boldly, and if you have any corrections or additions, pop into the Are We Trek Yet channel on the Bingeclock Discord. Just don't waste too much time on idle speculation: there's a whole lot to do if we're going to get to Trek, and it's going to take all of us.li

Are We Trek Yet?

Are We Trek Yet?

Are We Trek Yet?

A comprehensive guide to the tech that Star Trek suggested and that builders are making a reality.

linkvia Are We Trek Yet?
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Erik Craddock
Erik Craddock@eriklink

Getting Into Flow State with Agentic Coding - Kaushik Gopal's Website

I recently found myself in a deep state of flow while coding — the kind where time melts away and you gain real clarity about the software you’re building. The difference this time: I was using Claude Code primarily.

Getting Into Flow State with Agentic Coding - Kaushik Gopal

kau.sh

Getting Into Flow State with Agentic Coding - Kaushik Gopal

I recently found myself in a deep state of flow while coding — the kind where time melts away and you gain real clarity about the software you’re building. The difference this time: I was using Claude Code primarily. If my recent posts are any indication, I’ve been experimenting a lot with AI coding — not just with toy side projects, but high-stakes production code for my day job. I have a flow that I think works pretty well. I’m documenting it here as a way to hone my own process and, hopefully, benefit others as well. set the stage plan with the agent (no really 🤮) spawn your agents verify and refactor the final review

linkvia kau.sh
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Erik Craddock
Erik Craddock@eriklink

Conspiracy theorists don’t realize they’re on the fringe

Overconfidence is one of the most important core underlying components, because if you're overconfident, it stops you from really questioning whether the thing that you're seeing is right or wrong, and whether you might be wrong about it. You have an almost moral purity of complete confidence that the thing you believe is true. You cannot even imagine what it's like from somebody else's perspective. You couldn't imagine a world in which the things that you think are true could be false. Having overconfidence is that buffer that stops you from learning from other people. You end up not just going down the rabbit hole, you're doing laps down there.

Conspiracy theorists don’t realize they’re on the fringe

Ars Technica

Conspiracy theorists don’t realize they’re on the fringe

Gordon Pennycook: "It might be one of the biggest false consensus effects that's been observed."

linkby Jennifer Ouellettevia Ars Technica
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Erik Craddock
Erik Craddock@eriklink

The State of Deepfakes 2025: Building Synthetic Humans in an Evolving Landscape

We believe in the future of AI video. We see the good it can do—making storytelling more accessible, understanding more vivid, and production more equitable. But we also know that "anyone can say anything” is a real risk—not just a philosophical one.

State of Deepfakes 2025: Key Insights | Captions Blog

Captions

State of Deepfakes 2025: Key Insights | Captions Blog

An insider look at deepfakes in 2025. Learn more about how deepfake tech is evolving, what the biggest risks are today, how to detect deepfake content, and how Mirage builds safety into AI.

linkvia Captions
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Erik Craddock
Erik Craddock@eriklink

Rethinking CLI interfaces for AI — ⍻

Basically every CLI tool can be improved in some way to provide extra context to LLMs. It will reduce tool calls and optimize context windows.

The agents may benefit from some training on tools available within their agents. This will certainly help with the majority of general CLI tools, there are bespoke tools that could benefit from adapting to LLMs.

It seems a bit silly to suggest, but perhaps we need a whole set of LLM-enhanced CLI tools or a custom LLM shell? The user experience (UX) field could even branch into AI experience and provide us a whole new information architecture.

Rethinking CLI interfaces for AI

Rethinking CLI interfaces for AI

We need to augment our command line tools and design APIs so they can be better used by LLM Agents. The designs are inadequate for LLMs as they are now – especially if you

linkvia
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Erik Craddock
Erik Craddock@eriklink

Why I'm Betting Against AI Agents in 2025 (Despite Building Them)

the winners will be teams building constrained, domain-specific tools that use AI for the hard parts while maintaining human control or strict boundaries over critical decisions. Think less "autonomous everything" and more "extremely capable assistants with clear boundaries."

Why I'm Betting Against AI Agents in 2025 (Despite Building Them)

Utkarsh Kanwat

Why I'm Betting Against AI Agents in 2025 (Despite Building Them)

I've built 12+ AI agent systems across development, DevOps, and data operations. Here's why the current hype around autonomous agents is mathematically impossible and what actually works in production.

linkby Utkarsh Kanwatvia Utkarsh Kanwat
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Erik Craddock
Erik Craddock@eriklink

Nobody Knows How To Build With AI Yet - by Scott Werner

The Architecture Overview isn't really architecture. It's "what would I want to know if I had amnesia?" The Technical Considerations aren't really instructions. They're "what would frustrate me if we had to repeat it?" The Workflow Process isn't really process. It's "what patterns emerged that I don't want to lose?" The Story Breakdown isn't really planning. It's "how do I make progress when everything resets?" Maybe that's all any documentation is. Messages to future confused versions of ourselves.

Nobody Knows How To Build With AI Yet

worksonmymachine.ai

Nobody Knows How To Build With AI Yet

The future of software development might just be jazz. Everyone improvising. Nobody following the sheet music.

linkby Scott Wernervia worksonmymachine.ai
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Erik Craddock
Erik Craddock@eriklink

Death by AI - Dave Barry’s Substack

This article made me laugh... a lot.

I found out about my death the way everybody finds out everything: from Google. What happened was, I Googled my name ("Dave Barry") and what popped up was something called “Google AI Overview.” This is a summary of the search results created by Artificial Intelligence, the revolutionary world-changing computer tool that has made it possible for college students to cheat more efficiently than ever before.

Death by AI

davebarry.substack.com

Death by AI

One man's struggle with his mortality.

linkby Dave Barryvia davebarry.substack.com
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Erik Craddock
Erik Craddock@eriklink

Context Rot: How Increasing Input Tokens Impacts LLM Performance | Chroma Research

Through our experiments, we demonstrate that LLMs do not maintain consistent performance across input lengths. Even on tasks as simple as non-lexical retrieval or text replication, we see increasing non-uniformity in performance as input length grows.

Our results highlight the need for more rigorous long-context evaluation beyond current benchmarks, as well as the importance of context engineering. Whether relevant information is present in a model’s context is not all that matters; what matters more is how that information is presented. We demonstrate that even the most capable models are sensitive to this, making effective context engineering essential for reliable performance.

Context Rot: How Increasing Input Tokens Impacts LLM Performance

trychroma.com

Context Rot: How Increasing Input Tokens Impacts LLM Performance

Large Language Models (LLMs) are typically presumed to process context uniformly—that is, the model should handle the 10,000th token just as reliably as the 100th. However, in practice, this assumption does not hold. We observe that model performance varies significantly as input length changes, even on simple tasks. In this report, we evaluate 18 LLMs, including the state-of-the-art GPT-4.1, Claude 4, Gemini 2.5, and Qwen3 models. Our results reveal that models do not use their context uniformly; instead, their performance grows increasingly unreliable as input length grows.

linkvia trychroma.com
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