Reading up on productivity
100 deep · digging since nov 24, 25
- To Get More From Your Run, Try This Training Strategy
Running without a watch improves performance by tuning into bodily cues and reducing reliance on external metrics, fostering a more intuitive, enjoyable training experience.
- Notion | The agent-native way to ship software.
Notion introduces agent-native capabilities that let AI agents coordinate software shipping workflows while teams focus on judgment from feedback to launch.
- The Most Human Technology Ever Made
AI shifts technology from saving time to enabling people to spend it making things, turning consumption into creation and deepening personal expression.
- Better Call Sol The Workhorse
OpenAI’s GPT-5.6 Sol launches as a cheaper, workhorse model excelling at coding and web tasks, trailing Fable in raw intelligence but offering better cost‑efficiency and practical agent performance.
- Your Dropbox is now a skill server
sx 2.0 launches a native cross‑platform app that syncs AI skills through shared cloud folders, automatically converting markdown assets into formats for Claude Code, Cursor, Copilot and other AI tools.
- What will be left for us to work on? - by Arvind Narayanan
Arvind Narayanan argues that AI will augment rather than replace human work, requiring decades of societal adaptation and emphasizing reliability over raw capability.
- The Most Human Technology Ever Made - by Anish A - a16z
The article argues AI’s greatest value lies in enabling people to spend time creating and expressing themselves, turning consumption into making and democratizing innovation beyond coders.
- Valuein — SEC EDGAR Financial Data Built for AI Agents
Valuein offers AI agents point‑in‑time, survivorship‑free SEC EDGAR data—111M+ facts, MCP tools, workspace and SDK—ensuring every number traces to its original filing.
- Automatic Code Review for Claude Code — Async Reviews via Hooks + OpenRouter
The article explains how to configure Claude Code to trigger asynchronous, non-blocking code reviews via a Stop hook that launches a Codex‑based reviewer through OpenRouter, keeping workflow uninterrupted.
- Who cleans up after the vibe-coding party?
The piece examines who bears the responsibility for cleaning up after impromptu, enthusiasm‑driven coding sessions and suggests shared accountability among team members.
- Stop being the code review bottleneck - by Jina Yoon
Engineers can offload AI‑generated code review to agent pipelines, using multiple specialized reviewers and automated triage to reduce human bottlenecks.
- A new way to reflect on how you use Claude \ Anthropic
Anthropic launches a beta reflection dashboard that lets Claude users track, visualize, and assess their AI usage patterns against personal goals.
- Ora Directory - the agentic index of the web
Ora Directory offers a searchable, scored catalog of agent‑ready products—including MCP servers, APIs, docs, and skills—organized by capability and domain.
- Toyo — Your AI assistant for busy teams
Toyo is an AI executive assistant that triages email, schedules meetings, drafts replies, and tracks commitments via text, voice, or phone, integrating with Gmail, Calendar, Slack and other tools.
- Flodesk Studio: AI Email Design, Crafted by Designers
Flodesk Studio offers a free beta AI email design app that turns simple prompts into on-brand emails using designer-crafted templates and user control.
- Announcing TypeScript 7.0 - TypeScript
TypeScript 7.0 launches a native Go‑based compiler that delivers 8‑12× faster builds and editor responsiveness, validated by large‑scale production testing.
- The People Who Will Thrive in the AI Age - The Atlantic
The differentiator in the AI age is not intelligence but one's relationship to mental effort, with cognitive polarization likely dividing society into those who thrive and those who decline.
- env.style | Environment favicons
env.style is a tool that lets developers customize browser tab favicons with environment-specific colors or icons for easy visual identification.
- Fable's judgement
The author learned to let Claude Code's Fable model use its own judgement to delegate coding tasks to lower-power models, improving efficiency and token usage.
- Opinion | Technology Ruined Our Lazy Days at the Lake
A writer argues that constant connectivity and productivity pressure have eroded the restorative value of lazy, unstructured summer days at the lake.
- Putback: the Mac window manager that remembers your layout (via @petersindex)
Putback is a $19 Mac app that automatically restores window positions and sizes when displays change and allows one-hotkey scene switching.
- Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
Ford's attempt to replace human inspectors with AI failed, leading the carmaker to rehire experienced 'gray beard' inspectors.
- Show HN: Smart model routing directly in Claude, Codex and Cursor
A smart model routing tool for Claude, Codex, and Cursor claims to reduce costs and improve speed by dynamically selecting the best model for each request.
- My favorite keyboards
The author reminisces about their favorite keyboards, starting with the Sinclair ZX Spectrum and Thomson MO5 from their early computing days.
- How to ask for help from people who don't know you
Successful cold outreach requires a short, specific ask that signals you've done the easy work yourself, making it easy for the recipient to say yes or no.
- GitHub - workweave/router at console.dev
Router from Weave is a drop-in proxy that routes each prompt to the optimal model in under 50ms, cutting costs by 40-70% with just an endpoint change.
- Commit History — a star-history for a GitHub user’s lifetime commits
Commit History visualizes any GitHub user's cumulative public commits over their entire lifetime as a chart, similar to star-history.com but for commits.
- Activepad - Rails scratchpad for macOS
Activepad is a native macOS scratchpad that lets Rails developers run Ruby code against real app models and database with autocomplete and remote SSH support.
- BOND
Bond is an AI-powered Chief of Staff that aggregates tasks from Slack, email, and calendars into a prioritized to-do list.
- Fixxa – Quotes & Invoices for Tradespeople
Fixxa is a tool that helps tradespeople generate quotes and manage invoices efficiently.
- Learning to Replicate Expert Judgment in Financial Tasks - Thinking Machines Lab
Thinking Machines Lab fine-tuned a custom model on expert-labeled financial data to outperform frontier LLMs on information-filtering tasks at lower cost.
- A native macOS terminal app for AI agents.
Unpeel is a native macOS terminal app that orchestrates multiple AI agent CLIs side by side with built-in MCP servers, persistent sessions, and remote access.
- Zaro - Build intelligence for your company. Not your vendor.
Zaro offers a platform that lets companies build AI agents, apps, and workflows on their own data with full governance and shared memory.
- We’re Only Starting to Grasp the Pitfalls of Using A.I. at Work
Managers vet AI-produced work less carefully, and AI models favor AI-written content and exhibit rational biases, undermining productivity gains from workplace AI.
- Rebuilding the computer room – alexwlchan
Portable computing's convenience has led to constant digital interruptions, so the author deliberately confines computers to a dedicated room to reclaim attention.
- Build from anywhere with Cursor for iOS
Cursor released a native iOS app in public beta that lets developers launch and control AI coding agents from their phone, with cloud agent support and remote control.
- AI Is Making Silicon Valley Productive, Anxious and Afraid to Log Off
Bloomberg reports that AI tools like Claude Code are driving Silicon Valley engineers to work longer hours, increasing productivity but also intensifying burnout and anxiety.
Takes
incredible algo update my timeline is full of makers building stuff I LOVE THAT AND I LOVE YOU ALL ❤️
@tibo_maker
All you guys almost unanimously recommended @SMB_Attorney when I asked for a startup lawyer ~6 months ago A really really cool guy to work with, very funny, informal, nice and fast He's also very pro-AI which I like so I'd check documents first with Claude quickly, let it write up some notes and send to him and then he'd review that speeding both of us up If you have some legal stuff you need I can recommend him 😊
@levelsio
A ChatGPT automation just found ~$45K in erroneous invoices across 3 years of billing history that I've confirmed and already had resolved. My lifetime history for ChatGPT is ~$1,800, so it just paid for itself 25x over. I setup an automation with read-only access to my email, and tasked this one specifically with analyzing construction invoices. It has access to prior construction invoices, emails, meeting notes, etc. It produces a report and emails it to me (the only email its allowed to send, enforced by API token) whenever I receive a construction invoice. Across 3 years of construction projects, it found about $45K in issues. Some were wrong amounts, some were duplicate invoices, some were invoices addressed to the wrong person. I manually verified, emailed my GCs, and got refunded/credited. I get multiple construction bills each month and each bill is ~50 pages in a PDF of low-quality scanned paper. I do manually review each bill but its pretty hard to be right all the time. I do believe these were genuine mistakes and not done out of ill will just based on what the mistakes were. I don't want to share my full construction costs across the past few years, but $45K is a very small percentage of overall billed amounts. Pretty sweet.
@mitchellh
I built a software factory that actually works. Here's what I learned.
@piersonmarks
http://knockoff.co is at around 75,000 daily active users! 🤯 a *browser extension*. absolutely bonkers.
@Shpigford
i've got multiple repos (a frontend and a backend) and I want claude to work across both of them at the same time. but i also want to use worktrees so i can work on multiple things at the same time. ...how? typically i'd go monorepo but one repo is OSS and one is not.
@Shpigford
TL;DR of my new article: I ran last30days on the 10 biggest trending GitHub repos of the month so you don't have to. 🎬 OpenMontage (+31.6K) - your coding agent makes a whole video from one prompt, free and local. By @calesthioailabs 🧠 codebase-memory-mcp (+26K) - indexes your repo into a graph so agents stop re-reading every file. One measured query: 80K tokens down to ~500.
@mvanhorn
i keep a running doc called “things i’m not doing anymore” and look at it monthly really simple way to live a happier & more productive life
@gregisenberg
great time to run “/impeccable live” on it! if you use impeccable and have never tried it, i encourage you to give it a try. will post video soon
@pbakaus
I still think about this a lot
@rchase
One of the best quality of life improvements is the simplest of all: Like more things.
@jasonfried
A quick tour of the new ChatGPT Work.
@ChatGPTapp
I'm pretty bad at a lot of things but one thing I've (accidentally or not) have been pretty good at is being early at trends A lot of these trends are in my head in some way and I wanted to visualize those on a chart. So I built another dynamic blog post (on my new vibecoded blog platform that lets me do these kinds of pages) with this chart above. The first disclaimer of course is this is completely subjective and essentially a chart based brain dump. And the second disclaimer is I don't think I'm right, it's just my own beliefs visualized! I'll keep updating the chart You can select different trends on the legend or by clicking on a line, and you can also go fullscreen! Also you can select [x] indexed view which is pretty cool too :D Let me know what I should add or change!
@levelsio
Introducing ChatGPT Work, a new agent in ChatGPT powered by Codex and GPT-5.6. It can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work. It’s a whole new way to get work done.
@OpenAI
Fun (and functional!) new BC5 feature we just added to Card Tables today. We're calling it Wormholes. Here's how it works in a quick, casual 90 sec video.
@jasonfried
Introducing a new way to reflect on how you use Claude. Your monthly recap shows when you use Claude most and what you spent that time working on, with options to set quiet hours and nudges to take breaks. Find your dashboard in Settings under Reflect: http://claude.ai/settings/reflect
@claudeai
I built a skill to let my Claude Code build premium landing pages like this in one shot. The 3 sites in the video are one-shot results, ~$10-15 each. Register @higgsfield_ai , install the CLI and scroll-world skill, hand the rest to Claude Code.
@the_cyw
mattpocock/skills v1.1 is out! - /wayfinder helps you plan more ambitious work than ever - /to-spec and /to-tickets replace /to-prd and /to-issues - /implement + /code-review complete the whole lifecycle - /research and /prototype help support wayfinder, or can be used independently - Crucial fixes to /grill-me Run npx skills@latest add mattpocock/skills to update!
@mattpocockuk
Open sourced all of my Notion Workers including my Twitter bookmarks sync https://github.com/colebemis/notion-workers
@colebemis
You're not ambitious enough with Claude
@christinexzhu
I do an exercise called “fear-setting” at least once a quarter, often once a month. It is the most powerful exercise I do. Fear-setting has produced my biggest business and personal successes, as well as repeatedly helped me to avoid catastrophic mistakes.
@tferriss
If you want to start a startup, don't learn "entrepreneurship." Learn how to build things. The hard part of startups is not "entrepreneurship" but product: to know what to build, and to be able to build it.
@paulg
Smol tip: /𝚏𝚘𝚛𝚔 is perfect for mid-task side quests. It spawns a subagent that inherits the whole conversation, runs in the background while you keep working on your main quest, and comes back with an update.
@delba_oliveira
I can finally talk about 5.6. I’ve been testing it for months and, without exaggeration, it’s the best model I’ve ever used. Fast, smart, genuinely creative, and you guessed it, they finally fixed front-end design. I haven’t needed to check the code I’ve written in two months.
@skirano
I had early access to 5.6/Sol for ~month. Sol is my default. It is faster, plans/judges just as good as Fable, and I think produces better overall work. I’ll reach for Fable still for highly targeted debug or performance work with clear reward functions. A cheeky way I describe Sol vs Fable to my friends is that Sol is a charismatic, efficient, talented coworker you’re jealous of. Fable is a genius recluse that is brilliant at its fixations but doesn’t go out, doesn’t date, and you don’t want to hang out with them much lol. Fable is undefeated at highly targeted debug/security/performance goals. It’s a sight to behold and I was never able to get Sol to push as hard in this category. I’ll keep using it for this. Sol is better or comparable at everything else, in my experience. Give it a shot, it’s hard to describe but it’s just more enjoyable to work with. (Disclaimer I have no financial ties to either lab, wasn’t paid for any of this.)
@mitchellh
Big day! Claude Cowork is coming to web and mobile, so Claude can keep working while your computer is closed. This is a major update to Cowork. It combines the power of giving Claude access to your context, an advanced loop for long-running tasks, and the convenience of not needing your laptop to be open.
@felixrieseberg
I often work in multiple machines at the same time and started to mix up the screen shares, so built nameplate to make things very obvious. https://nameplate.sh
@steipete
Dumb question: I’ve been running most of my cron jobs locally on my Mac Mini because it’s already authenticated with Google Workspace and the other apps I use. But should I run these jobs in the cloud instead with these apps OAuth’d to my Claude or ChatGPT account? How should I think about what jobs should stay local vs. move to the cloud?
@petergyang
Building a Moat: Self Learning Agents
@ataiiam
Scheduled tasks now run even with your computer off. Set client prep for 6am, and Claude works through the threads and transcripts, builds the brief, and leaves the follow-up drafted but unsent. When a decision needs your judgment, the question comes to your phone.
@claudeai
🍌 Got so lazy to order stuff on UberEats that I asked Claude Code to do it Very easy, it just installs Playwright and then you login once to UberEats on web (the iOS app is also just a web wrapper, nice) Then you can just say "order bananas" and it does it!
@levelsio
Claude Cowork is coming to mobile and web. Hand Claude a task at your desk and pick up the finished work from your phone. Close the laptop and Claude keeps going. Beta is rolling out over the next several weeks starting with the Max plan, with more plans to follow.
@claudeai
built a little chrome extension that lets you dim (or hide!) all the crap, mass-produced, fake brands on amazon. should i release it?
@Shpigford
Mind boggling to me that I can make a thing faster and there's always people that ask "but why?" What kind of mentality is that? The pursuit of excellence does not need justification. Also, I find in so many cases, we can't know the impact of an improvement until we do it. For example, one I've talked about before: Ghostty's high IO throughput has enabled terminal program (emulator and TUI) fuzzing at a speed thats incomparably fast to prior solutions. This has resulted in upstream patches to resolve issues in popular projects like btop, tmux, and more. Speed enabled that anecdotally example that lifted the tides of adjacent communities that don't rely on Ghostty technology at all. I didn't predict this. Make things better because they can be better and let the results naturally play out.
@mitchellh
Headroom -- a lightweight native Mac OS menu bar app for tracking your usage. Shipping tonight/tomorrow so that you can keep eyes on your Fable-filled week ahead. Works for both your subscriptions and API spends. Codex and Claude for now. Free dollars. Fully signed install package will be downloadable from my website. Stay tuned
@kylezantos
on this note, i built a PersonalOS by exporting all data from every app i've ever used main purpose was building a 300k tok context pack about my life. embedded all iMessage/Apple Notes/Docs/etc, summarized, retrieved across. having models read every text you've ever sent is a very effective way to teach them about who you are also cool to see every Uber, flight, or photo i've ever taken
@willdepue
What The New 100x Agentic Engineer Looks Like In The Era Of Fable & GPT 5.6
@systematicls
Asked Claude to design my logo. The result looked like it cost $500,000. It cost $0. The 7 prompts I used (steal these): Save for later🔖
@ElsaSofia__AI
A developer just killed the real estate walkthrough industry by scanned an entire house with his phone. Uploaded it. Now anyone on Earth can walk through it in a browser tab. No app. No VR. No agent. No appointment. Click → you’re inside. Every room. Every angle. Every shadow. Photoreal. The economics are brutal for the old model: → Agent fee on a $500k home: $15,000 → Cost to produce this scan: roughly $200 → Time to "tour" 50 houses: one evening → File size: smaller than a TikTok clip The science is wild too: It runs on 3D Gaussian Splatting instead of polygons. Millions of tiny glowing splats of color and depth reconstruct the scene from your photos, and it loads photoreal on a phone. Freelancers are already charging $300 to $800 per scan for realtors, Airbnbs, venues, and dealerships. One person + one phone + one weekend = a business. Open source. Built on PlayCanvas. Free GitHub:
@bigaiguy
My chief of SEO, Claude Cowork Fable 5
@bloggersarvesh
Voice-to-text is getting so good. I worry future generations won't even type—at least not well. Also, what do a Mesopotamian clay tablet and voice-to-text have in common? Honestly, I’m still not totally sure. But somehow, it’s in this video.
@JoannaStern
After almost every single task, you can ask Codex/Claude: "anything else to cleanup/simplify?" and there will be something to cleanup/simplify. I do this all the time.
@linuz90
one of my favorite uses of @claudeai design is, after creating a design system, generate an "avatar sheet" of dozens of variations on the brand that i can easily download and make use of everywhere. super handy.
@Shpigford
How did I ever function without AI? cc chefcook @theo
@steipete
Why Claude keeps telling me to connect MCP to Google Drive etc?
@levelsio
Fable is pure magic. I wanted a beautiful app to explore ocean wildlife. Fable built this in an hour. It generated videos with Seedance and carefully synchronized them to make these absolutely insane transitions. I've never seen anything like this in an app. Unreal.
@anshuc
How I've changed the way I do code reviews by using the /visual-recap skill:
@Steve8708
Career advice in the age of AI
@philhchen
Them: There’s really no use case for consumer AI. Moms: I really need help carrying the mental load on… 🛒 groceries 🍳 meal prep 🎂 birthday parties 🎁 gifts 📅 doctor's appointments 💊 vitamins and supplements ✈️ trips 💸 bills + taxes 📈 investing 🏠 home maintenance 🖼️ home decor 📚 reading lists 🧘 therapy + self-care 📺 screentime monitoring, 📢 community engagement 🏃🏼♀️exercise Etc.
@brit
Hot take: I think it's still important to understand the code that our agents write! In this mega thread (based on my AIE talk today), I will explain why that's the case, and show some ideas for how to efficiently understand code. Alright, let's dive in. 1/
@geoffreylitt
Getting sick of setting up third-party services So I built a skill for it /wizard builds you an interactive CLI for the task you're currently doing, and takes as much work off your hands as possible #1 is how the agent described the wizard, #2-3 is what it looks like:
@mattpocockuk
Introducing Interfere. Interfere observes everything that happens in production, investigates what’s broken and fixes problems before your users notice them. Spend your time building what’s next, not fixing what’s broken. Get early access today.
@interfere_
Introducing ZCode, the official development environment for GLM-5.2 - GLM Coding Plan subscribers: now 1.5x usage quota in ZCode - BYOK supported: works with your existing subscriptions and APIs - Available on macOS, Windows, and Linux Download now:
@Zai_org
Tips, tricks, and hacks are an industry, they aren't an answer. Busy is a symptom, not a solution. Want more open space and time? Have less to do. There's no way around it. And I highly recommend it!
@jasonfried
Sonnet 5 is here. It's worse than Opus 4.8 on nearly every benchmark... Does that mean it's useless? Absolutely not. Use it with Claude Code Dynamic Workflows! 1. /model set to Sonnet 5 2. /effort set to Ultracode 3. Any complex task will kick off a dynamic workflow This will only become more powerful when Fable is back. You'll use Fable 5 as the superintelligent advisor and Sonnet 5 as the fast and efficient implementer.
@daniel_mac8
I'm bullish on open source AI. Was paying $15/month for a popular AI voice to text tool. But switched to an open source one where you download the model to your computer, and everything is done locally. It's better, faster, more private, and it's free! I wonder what other subscriptions I can get rid of?
@thepatwalls
I'm building an app to make $10,000/Month and I'll record everything... I want to document my WHOLE journey building an app, marketing it, and making money off of it. Is it really that easy? How hard is it? I've been seeing so many X users online talking about how easy it is to make money online with AI now. I want to test it and show people the reality of making a business online.
@jomatech
It's 2026. If your screen recordings don't look like this... Straight to the permanent underclass.
@DerekFeehrer
Boris sat down with Spotify VP of Engineering Niklas Gustavsson. Spotify ships 4,500 production deploys a day, and 73% of PRs are now AI-assisted.
@ClaudeDevs
Every time you think you need a dashboard to look at data, stop yourself. Do this instead: 1. Ask your agent to make sure that you have all the data to analyze something actually stored in the database. 2. Ask your agent to write a skill to gather that data. 3. Ask your agent to do the analysis and create a temp and throw-away HTML dashboard to answer the question(s) that you have In my experience, every dashboard that I've created gets less and less use over time and decays. It's much better to make sure your agent can get the data you need and answer the questions you have, on-demand.
@ryancarson
new fav product alert!! if you're also planning a last min july 4 trip like me, @OdessiaTravel is 100x better than just using an LLM. will share how I used it in thread but TLDR: > feels like a friend suggesting activities I'd actually do, not SEO-slop > opinionated & makes decisions (e.g. where to stay) – not an endless brainstorm > searches hundreds of flights, airbnbs & activities in seconds and books them within minutes it's made by the founder of @SonderStays which is probably how it has such good travel taste next stop: Kauai, Hawaii!!
@AnikaSomaia
Human in the /loop
@ericzakariasson
Took me 43 years but I really understand why “discipline is freedom”
@alexisohanian