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Luke Wroblewski
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we spent decades learning to use GUI applications. future generations won't. the next abstraction layer means agents handle application use, not us.
abstraction generations layer
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16 September
Product discovery coach; wrote Continuous Discovery Habits and writes Product Talk.
14 September
Writer and former McKinsey/BCG strategy consultant; author of The Pathless Path and Good Work, about leaving the default career track. Publishes the Boundless newsletter and podcast.
The best thing you learn in consulting is how work gets done at every layer of an org, the different types of communication (and how to translate between them), and then how dramatically different industries work Quoting @VinIyengar A lot of VCs (myself included) used to shit on the ex-banker/consultant founder archetype. But I'm increasingly realizing I was wrong. In an age where building is easier and distribution/execution is still hard, these programs are the perfect training grounds. 2 years at McK/GS/etc. teaches you how… Related
Mathematical physicist at UC Riverside. Wrote This Week's Finds in Mathematical Physics and now the Azimuth blog on mathematics, physics and environmental science.
I'm fascinated by the laurel forests of La Gomera, one the Canary Islands. They're full of different species of trees with shiny, waxy leaves. Mosses and lichens grow on the branches, and the ground is covered with a green mantle of dripping ferns and liverworts thriving in the permanent damp. The place has a mysterious, prehistoric air. The lower altitudes of this island are deserts, but the upper parts catch fog, known locally as "horizontal rain" (lluvia horizontal). Near-constant northeasterly trade winds carry moist Atlantic air that condenses into a persistent low cloud layer. This "sea… Related
10 September
Dutch bootstrapper who builds and runs their internet startups alone — Nomads.com, Remote OK, Hoodmaps, Photo AI and Interior AI — and has written about it at levels.io since 2013. Posts as @levelsio.
Their words
Most of the software layer has already disappeared or will completely disappear for normies
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@levelsio on X x.com
9 September
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
6 September
Writer living in Brooklyn and former Man Repeller features director; writes the weekly newsletter Maybe Baby on culture and consumption.
2 September
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
A lot of hype around OpenAI's Astra model here on my timeline today. Apparently, this goes back to a new article from The Information, which said Astra is a "recurrent depth or looped transformer". It's always interesting to read about new or different approaches (including rumors about what the closed labs may be up to), but let's debunk this a bit. About 2 months ago, I shared the architecture details of Nanbeige, for example, where "Nanbeige4.2-3B is pretrained from scratch on 28T tokens with a Looped Transformer that reuses the layer stack to increase capacity without adding parameters."… OpenAI Related
Swiss full-stack developer working mostly with Laravel and Vue; author of the widely used git-auto-commit-action GitHub Action.
30 August
Software developer and entrepreneur; co-founder of Heroku, author of The Twelve-Factor App, and a researcher at Ink & Switch.
Screenshot diffing, feedback inboxes, PWAs, and of course local-first sync layer with self-hosted backend. Matches up pretty well with my approach on personal apps thus far into the LLM coding age. Curious to hear from others. Quoting @flourish.org I vibe coded three personal apps that I'd wanted for a while. They work on mobile and web, sync offline first between them, and are polished. This write up describes why, how, and what I learnt. www.flourish.org/2026/08/pers... LLMs Related
29 August
Co-founder and CEO of Stripe and co-founder of the Arc Institute. Keeps a personal site of reading lists, open questions and notes on scientific progress and how research is funded.
Between wallets for agents with @link (and @privy), MPP, Tempo, MCP, Stripe CLI, Agentic Commerce Suite, sandboxes, OpenRouter, Metronome/metered billing, Radar and distillation/token fraud, it turns out that "the economic infrastructure for AI" implicates a lot. Pretty much every layer of the Stripe stack is changing, and it’s a very good time to join if you want to build high-scale software that facilitates the practical deployment of this new intelligence. MCP Related
28 August
Creator of Homebrew, the macOS package manager, and a Swift developer.
Automic Vault means your CLI tools don’t perform sensitive actions without your approval. This applies to agents and supply chain attacks both. We patch tools at the *packaging layer*. Blessed Scripts allow you to make small, vetted scripts that escalate tool capabilities. Reentrant Blessed Scripts are a scripting pattern that allow you to “weave” in agent capabilities. Interleaving deterministic work with escalated Tool capabilities and secrets with applied intelligence. Perfect for automations. Quoting @AutomicVault We have documented the concept of `Reentrant Blessed Scripts` that describe our suggested mechanism of giving Agent Automations a set of escalated capabilities and secrets. Have the automation execute a Blessed Script with Automic Vault front-matter for the capabilities and… Related
22 August
Writer and teacher on productivity and personal knowledge management. Author of Building a Second Brain and founder of Forte Labs, which runs the course of the same name.
Short Why your AI needs a translation layer #ai #tech #future Related
21 July
Dutch bootstrapper who builds and runs their internet startups alone — Nomads.com, Remote OK, Hoodmaps, Photo AI and Interior AI — and has written about it at levels.io since 2013. Posts as @levelsio.
Their words
So you went from a business chain of customer > app > ai model provider To customer > ai model provider The app layer is possibly getting removed!
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levels.io
4 July
Machine-learning researcher; has written the Lil'Log survey posts on how a model technique works since 2017, and worked at OpenAI from 2018 to 2024, latterly leading its safety systems team.
1 July
Programmer; wrote Extreme Programming Explained and Test-Driven Development, signed the Agile Manifesto, and writes Tidy First?.
Air Traffic Control Keith Adams has spent his career at the systems layer, with nine years at VMware, the founding of Facebook's HHVM team, and a run as chief architect at Slack.
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24 June
Product designer and entrepreneur; author of Mobile First and Web Form Design; formerly a product director at Google; now building AI products.
26 May
Novelist and critic, author of The Body Scout and Metallic Realms; writes the newsletter Counter Craft on fiction craft and the publishing industry.
16 May
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
22 April
Researcher on distributed systems and local-first software at the University of Cambridge; wrote Designing Data-Intensive Applications.
From one piece
Designing Data-intensive Applications with Martin Kleppmann
2 beliefs, in the piece's order there
Their words
You're building higher-level business logic, actually I think it's just fine for people not to care about memory management.
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youtube.com
Their words
And now suddenly people are building databases on top of object stores, for example. And now the replication happens at the object store level, no longer at the database level.
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youtube.com
11 April
FreeBSD developer and former FreeBSD Security Officer; founder of the Tarsnap online backup service and author of the scrypt key derivation function.
29 March
Chilean web engineer building web experiences since 2006; co-founder of Media Creators and writes at iolivares.com.
Their words
Always my first layer and the secret to scale without surprises in your billing.
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iolivares.com
7 March
Swiss full-stack developer working mostly with Laravel and Vue; author of the widely used git-auto-commit-action GitHub Action.
RE: https://phpc.social/@stefanzweifel/116188833343980807 This was a productive train ride: I finally updated the Lambda Layer powering sidecar-browsershot to Puppeteer v24 and added automation to make maintenance much easier. https://github.com/stefanzweifel/sidecar-browsershot-layer sidecar-browsershot was updated as well. github.com
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