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I rarely read papers anymore, I just ask claude to then chat to it. ten times as fast, and I can ask whatever questions I want. and it’s not obvious the comprehension is lower. if claude misunderstand…
A few random notes from claude coding quite a bit last few weeks. Coding workflow. Given the latest lift in LLM coding capability, like many others I rapidly went from about 80% manual+autocomplete c…
RAG System ├── Data Ingestion │ ├── PDF / DOCX / PPT / Notion / Web │ ├── Chunking strategies │ ├── Cleaning and deduplication │ ├── Metadata tagging │ └── …
Not getting results from Codex? You are missing something. 3 fixes that actually work: 1. Copy Agents .md rules that work @steipete: https://t.co/HUaRL5xNbx 2. Install new Agent Skills @Dimillian: h…
claude code is a cursed relic causing many to go mad with the perception of power. they forget what they set out to do, they forget who they are. now enthralled with the subtle hum of a hundred instan…
If I look at the last 15 years of knowing people in startups, and then seeing who became successful and who didn't, I'm starting to see some general patterns The people I know who became successful (…
if you like someone's tweets, the only way to not miss them is to put them on a list (or notif.) you can follow your best friend, and if twitter thinks they "dont post bangers", they may *never* make…
https://t.co/0HKpHvpCKx
Smart ones already know this You plan with GPT 5.2 Codex XHigh in Codex CLI Then implement with Opus 4.5 in Claude Code Planning w/ GPT 5.2 Codex XHigh leads to - Fewer bugs - More maintainab…
men will go on a claude code weekend bender and have nothing to show for it but a "more optimized claude setup"
there’s an insane amount of MONEY hiding where most people don’t look. • take any reddit thread and add /.json to the url • you get the full conversation instantly • every reply, deep threads include…
Reducing a strategy to one page is powerful because it forces you to be clear and focused. If you can't get it on one page, it's not clear in your own head. And won’t be clear to anyone else either.…
you will regret not using a monorepo. https://t.co/x3KoL6zVH5
Jan 13, 2026
I can understand why people love @openclaw so much. I wanted to automate some tasks from Todoist and clawd was able to create a skill for it on its own, all within a Telegram chat. https://t.co/7fRm…
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Jan 1, 2026
A year of ‘almosts’ 2020 is: about 9.5 times longer than a Rick Roll in seconds about 54 times longer than the number of minutes I listened to Spotify this year about how many contributions I made on GitHub this year roughly the amount of pages I’ve read this year almost a palindrome Now there’s not...
Dec 27, 2025
Have you been writing those letters to yourself? “Dear Evan Hansen, This is gonna be a good day and here’s why.” This post comes to you in 3 parts: a letter to my past self, a reflection on goals, and a letter to my future self.
Dec 27, 2025
tw: abuse. This reflection serves as a sort of public journal entry. It talks about a lot of sensitive topics. If you choose to read, please do so with care and tenderness and treat it as if I shared it in confidence with you.
Dec 27, 2025
tw: abuse. This reflection serves as a sort of public journal entry. It talks about a lot of sensitive topics. If you choose to read, please do so with care and tenderness and treat it as if I shared it in confidence with you.
Dec 27, 2025
Hey 2023 me, I know that the tail end of 2023 was a little tumultuous to say the least.
Dec 27, 2025
See also: paperclip optimizer Scientific and technical work is made invisible by its own success. When a machine runs efficiently, one need only to focus on its inputs and outputs and not on its internal complexity.
Dec 27, 2025
It outlines a scenario in which a person’s brain is removed from the body and suspended in a vat of life-sustaining liquid, and connect its neurons by wires to a supercomputer that would provide it with electrical impulses identical to those a brain normally receives Then, the computer would then be...
Dec 27, 2025
Measures of Complexity Vapnik–Chervonenkis dimension: cardinality of the largest set of points that a binary classification algorithm can learn. Kolmogorov complexity: length of the shortest computer program that produces the object as output.
Dec 27, 2025
Jonathan Zdziarski (aka @NerveGas) on user demands: “There is definitely a place for users and their demands, however that’s not inside the community (unless they’re also contributing devs); the community, as in practicing any art form, is vulnerable; you wouldn’t sit and criticize a painter while t...
Dec 27, 2025
Hierarchical clustering produces a tree of clusterings Each node in the tree splits the data into 2 or more clusters. Much more information than using a fixed clustering. Often have individual data points as leaves.
Dec 27, 2025
Information foraging as a metaphor for exploring information retrieval and seeking. Heavily tied to search systems.
Dec 27, 2025
Source: Foundations of Information by Amy J. Ko Information Systems are processes that organize people, technology, and data to allow people to create, store, manipulate, distribute, and access information.
Dec 27, 2025
Intentionality is the ability to be about something. Derived Intentionality Intentionality is derived. The same reason why computer-generated art or AI-assisted writing would not be considered ‘novel’ or ‘intelligent’.
Dec 27, 2025
Source: A Brief Rant On The Future of Interaction Design by Bret Victor Tools address human needs by amplifying human capabilities. Great tools have parts that fit the problem as well as fit the person.
Dec 27, 2025
The Great Library of Alexandria is one of the largest information systems in modern history. It was built in Alexandria, Egypt, and part of a larger research institution called the Mouseion.
Dec 27, 2025
Source by Vannevar Bush device in which an individual stores all his books, records, and communications, and which is mechanized so that it can be consulted with exceeding speed and flexibility.
Dec 27, 2025
“Gardens … lie between farmland and wilderness … The garden is farmland that delights the senses, designed for delight rather than commodity.” — Bernstein We live in an information age.
Dec 27, 2025
It was so heavy-handed and so stupid, hitting the nail on the head so hard that it rang like a bell. Nothing stops. — Helena Fitzgerald on Substack Nothing stops. None of it. The good times, nor the bad.
Dec 27, 2025
A window into the world of ideas that frames what people are prepared to entertain and consider possible. Ideas outside the window are not seriously considered.
Dec 27, 2025
Solana is a blockchain that claims to be fast, secure, scalable, affordable, and resistant to censorship Main technical innovations Proof of History For a blockchain to work, participant nodes need to reach an agreement on time.
Dec 27, 2025
Source The Garden A garden is a metaphor for a lot of things: growth, persistence, and the constant battle against entropy. The Garden is an old metaphor associated with hypertext. The Garden of Forking Paths from the mid-20th century.
Dec 27, 2025
Paper and Video Essay Design and Development of Systems Creation vs Maintenance view of developing AI: Creation: “focus on finding new places and ways to use technologies and new insights that AI might yield when ML is applied to massive datasets to find relationships in the data” Maintenance: “surf...
Dec 27, 2025
On games, friendship, grief, and the creative process. by Gabrielle Zevin “You’re incredibly gifted, Sam.
Dec 27, 2025
“When designing new tools for thought, let’s think not just in terms of features, but materials – what software laws of physics do we want embodiments of our thoughts to obey?” Related: Extended Mind Hypothesis, Networked thought, interaction design, memex Questions: How can we create tools that ai...
Dec 27, 2025
This essay was originally published in Reboot.
Dec 27, 2025
When I asked ChatGPT what it remembered about me, it listed 33 facts from my name and career goals to my current fitness routine. But how does it actually store and retrieve this information? And why does it feel so seamless? After extensive experimentation, I discovered that ChatGPT’s memory system is far simpler than I expected. No vector databases. No RAG over conversation history. Instead, it uses four distinct layers: session metadata that adapts to your environment, explicit facts stored long-term, lightweight summaries of recent chats, and a sliding window of your current conversation.
Dec 9, 2025
Memory has become one of the most talked about topics in the AI community. Every few weeks, we see new papers, frameworks, and posts, each claiming to “solve” memory for LLMs. Yet most of them are glorified caches that store tokens, not thoughts. Today’s memory systems rely on brute force retrieval: dumping everything into a vector database or rank fusing it with BM25. These approaches scale clutter, not cognition. If we want agents that truly understand and evolve with users, we need something deeper: metacognition. In this blog post, I will share how I believe the memory layer of agents will evolve to become more human-like.
Nov 1, 2025
What version of Codex is running? codex-cli 0.53.0 What subscription do you have? Pro Which model were you using? GPT-5 What platform is your computer? Darwin 24.6.0 arm64 arm What issue are you seeing? All servers fail at once MCP clien...
Oct 31, 2025
Firefox offers many ways to make your browsing experience your own. Learn how to customize the browser’s controls, buttons, and toolbars.
Oct 17, 2025
What version of Codex is running? codex-cli 0.46.0 Which model were you using? qwen3-coder-plus What platform is your computer? Darwin 23.5.0 arm64 arm What steps can reproduce the bug? Add a custom mcp server config（url just for example...
Oct 15, 2025
Announcing my latest open-source project.
Oct 5, 2025
A weekly blog about tech, entrepreneurship, venture capital, and life.
Oct 3, 2025
How to get started with the Claude Agent SDK and best practices for using it.
Sep 29, 2025
>be me >suffer a bunch >work really hard to fix it, for decades >succeed >much lower reactivity >"you changed, man" 😩