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Philip O'Toole
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From 18 months to 6: High-velocity database engineering
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21 September
Co-founder and CEO of Shopify; long-time Linux user and Omarchy contributor.
MCP vs CLI for LLMs is the wrong discussion. People are debating at the wrong layer. Both work incredibly well as long as they are run through a repl like environment that can persist state. The funny thing about CLI is that CLI tools are usually accessed through BASH which happens to be a repl with persistent state (the file system), therefore cli works much better than mcp. But this isn't even close to being an intrinsic property of MCP. Just means that we need better harnesses. Right now the best repl for this are: - bash + fs - jupyter kernels - codemode type repls, usually quickjs LLMs u… LLMs MCP Related
18 September
Entrepreneur and founder of Blueprint. Publishes a detailed, freely available longevity protocol documenting the food, supplements, devices and measurements he uses on himself.
New PR 425 lbs > +20 lbs from last week > 2.36x body weight > strength threshold achieved to dunk > now focused on rate of force development Need to hit these metrics: > takeoff velocity 13.7 ft/s > time to take off: 0.2 sec > peak power: 13.2 hp (9.8 kW) Related
14 September
Engineer at Vercel Labs as of 2026. Ships a steady stream of small developer tools — agent-browser, portless, json-render, native-sdk, the v0 SDK — and lists every one of them at ctate.dev.
Introducing Vercel Labs Tools for devs in the AI era agent-browser, skills, json-render, deepsec, fx, just-bash, portless, vgpu and more We experiment in public: ship early, learn from feedback, and keep working on what people find useful We've been shipping under the Labs name for a while. Now, Labs is an official team at Vercel focused on exploring new capabilities and primitives that change what developers and agents can do. Here's what to expect: → Labs products: maintained, supported, built to be relied on → Active experiments: moves fast, expect rough edges and breaking changes → Past e… vercel.com
Related
Entrepreneur and founder of Blueprint. Publishes a detailed, freely available longevity protocol documenting the food, supplements, devices and measurements he uses on himself.
New PR 265 lbs Heel elevated front box squat. +10 lbs from last week. I'm getting proper shoes for these lifts. The slant board was missing so we improvised. I'm training to dunk: > 49 yrs old >6’0” >180 lbs > standing reach: 91” (7’7”) > basketball rim: 120” (10’) > needed vertical: ~35” > NBA ave 34” Here are the thresholds I need to meet: > takeoff velocity 14.5 ft/s > ground force: 585 lbs > time to take off: 0.2 sec > peak power: 14.8 hp (11 kW) Landing is even more intimidating > creates load equal to 6-10x body weight > 1,080 to 1,800 lbs of ground reaction force Injury risk > 3-5x rup… Related
11 September
Writes The Pragmatic Engineer, the software-engineering newsletter, and wrote The Software Engineer's Guidebook. Formerly an engineering manager at Uber, and at Microsoft/Skype and Skyscanner before that.
Their words
All of these are things that power users IMMEDIATELY notice and get annoyed. But there's no good way to report them, and the eng teams clearly are flying blind, patting themselves on the back how everything is up velocity-wise... but product quality got degraded! And they don't even know
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@GergelyOrosz on X x.com
8 September
Freelance web developer and instructor. Author of the Dive Into Docker course; writes tutorials on Docker, deployment and development environments at nickjanetakis.com.
4 September
Engineer at Vercel Labs as of 2026. Ships a steady stream of small developer tools — agent-browser, portless, json-render, native-sdk, the v0 SDK — and lists every one of them at ctate.dev.
Now available: wterm for Svelte Give your Svelte app a <𝚃𝚎𝚛𝚖𝚒𝚗𝚊𝚕 /> Run it locally, over SSH or with just-bash Related
1 September
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
x.com rqlite - the fault-tolerant database built on SQLite - v10.3 is out -- headline fix in this release is for an elusive bug found by @AntithesisHQ. The bug was super-hard to notice. Impressive work. philipotoole.com
SQLite Related
Blog rqlite v10.3.0 – features, upgrades, and bug fixes rqlite is a lightweight, open-source, fault-tolerant relational database built on SQLite and Raft. Version 10.3.0 has been released and includes some updates to the web console, upgraded SQLite, and other bug fixes and…
SQLite Related
19 August
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
Thanks to the Antithesis team for having me on the BugBash podcast to talk rqlite, distributed systems testing, and software development in the age of AI. Quoting @AntithesisHQ David Wynn and @CarlSverre sat down with @generalorder_24, creator of @rqlite, to talk about how he compressed his typical 18-month release cycle down to just 6 months, by combining AI tooling with a design strategy centered on testing. This week's episode of the Bug Bash podcast, whereever you get… Related
15 August
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
Claude redesigns rqlite.io rqlite is a lightweight, open-source, distributed relational database built on SQLite and Raft. rqlite.io is the Hugo-based website for rqlite, built on the Docsy theme. It introduces people to the database, as well as…
Anthropic SQLite Related
11 August
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
Freelance web developer and instructor. Author of the Dive Into Docker course; writes tutorials on Docker, deployment and development environments at nickjanetakis.com.
10 August
Founded PSPDFKit in 2011 and ran it for a decade. Came back from a break to work on AI agents — the OpenClaw project, and OpenAI, joined in February 2026. Writes at steipete.me.
8 July
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
Proving to Fable I maintain the repo rqlite is a lightweight, open-source, distributed relational database built on SQLite and Raft. After my initial experience with Fable, it got me thinking. I created rqlite, I maintain it. Why won’t Fable help me find a…
SQLite Related
25 June
Member of technical staff at Anthropic. He has led ML/AI teams at Amazon, Alibaba and Lazada, and writes about LLMs, recommender systems and engineering at eugeneyan.com.
How do we eval if a model can find and exploit vulnerabilities? We discuss some benchmarks and the common pattern: • A sandboxed target within Docker containers • Inputs: code only (0-day), with patch (1-day scenario) • Tools such as bash, static analyzers, etc. • A grader to eval exploits or captured flags eugeneyan.com
benchmarks Related
25 May
Programmer and writer on computer architecture, performance, and software reliability. He has worked on CPU design at Centaur Technology and on software at Google and Microsoft, and writes long-form technical essays at danluu.com.
I was thinking about this prediction that we were going to see a lot more CPU bugs, danluu.com/cpu-bugs/, as yet another Intel CPU bug story is on the front page of HN. At the time, Intel threw quality under the bus in the name of velocity. I've seen this happen quite a few times now, sometimes with the stated intention of improving quality later. I'm sure it's ever happened, but I don't think I've ever seen a company do this and then ship very high quality products later. Related
14 May
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
Taking control of the #sqlite WAL - a deep dive into how rqlite lifts the lid on SQLite. And a h/t to @benbjohnson whose work on Litestream showed it was possible. philipotoole.com
SQLite Related
30 April
Founding member of OpenAI and former director of AI at Tesla; creator of nanoGPT and the term "vibe coding".
Fireside chat at Sequoia Ascent 2026 from a ~week ago. Some highlights: The first theme I tried to push on is that LLMs are about a lot more than just speeding up what existed before (e.g. coding). Three examples of new horizons: 1. menugen: an app that can be fully engulfed by LLMs, with no classical code needed: input an image, output an image and an LLM can natively do the thing. 2. install .md skills instead of install .sh scripts. Why create a complex Software 1.0 bash script for e.g. installing a piece of software if you can write the installation out in words and say "just show this to… Quoting @stephzhan @karpathy and I are back! At @sequoia AI Ascent 2026. And a lot has changed. Last year, he coined “vibe coding”. This year, he’s never felt more behind as a programmer. The big shift: vibe coding raised the floor. Agentic engineering raises the ceiling. We talk about what it means to build seriousl… LLMs Related
28 April
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
Major new release of rqlite (https://t.co/hzLPmWFhl1) - the lightweight, fault-tolerate database built on SQLite - v10 out now. Includes more robust clustering, better SQLite WAL handling, and a new built-in console application for easy management. github.com
SQLite Related
26 April
Co-founder and CEO of Snap Inc., the company behind Snapchat, which he started in 2011 while studying product design at Stanford.
Their words
the velocity of work uh, you know, is really important because our favorite saying is, you know, if you want to have a good idea, you have to have lots of ideas.
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youtube.com
24 April
Freelance web developer and instructor. Author of the Dive Into Docker course; writes tutorials on Docker, deployment and development environments at nickjanetakis.com.
17 April
Release engineering manager at the Wikimedia Foundation. Keeps a public log at tylercipriani.com of every book he reads, with a rating and notes.
Today's bash adventure, I never reach echo in this script: set -e (( X++ )) echo "X=$X" Why? Because (( X++ )) returns 0. And returning 0 from (( is a NON-zero exit code—an error. Because of course, how silly of me. Related
1 April
Uber's first Chief Technology Officer, from 2013 to 2020; later CTO of Coupang and of Faire.
25 March
Austrian developer. Created the libGDX game framework, and more recently the pi coding agent, which moved with them to Earendil — Armin Ronacher's company — in April 2026. Writes at mariozechner.at.
9 March
Founder of HumanLayer; wrote 12-Factor Agents, on how to build AI agents that hold up in production.
31 December 2025
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
28 November 2025
Astrophysicist and coffee researcher; author of The Physics of Filter Coffee and The Physics of Espresso, and writer of the Coffee ad Astra blog on brewing science and equipment.
2 November 2025
Austrian developer. Created the libGDX game framework, and more recently the pi coding agent, which moved with them to Earendil — Armin Ronacher's company — in April 2026. Writes at mariozechner.at.
15 September 2025
Software engineer working on distributed systems and databases; creator of rqlite, the distributed database built on SQLite.
rqlite, the distributed database built on SQLite. 9.0 released - major upgrade. rqlite now supports Change Data Capture, allowing you to stream database changes to other systems #sqlite #golang #distributedsystems philipotoole.com
SQLite Related
5 June 2025
Chief executive of Alphabet and Google; joined Google in 2004 and led Chrome and Android before taking over in 2015.
Google
Their words
But the most important metric, and we carefully measure it is, like, how much has our engineering velocity increased as a company due to AI, right? It's tough measure, and we rigorously try to measure it, and our estimates are that number is now at 10%, right?
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youtube.com
8 May 2025
Co-founder and CEO of 37signals, makers of Basecamp and HEY; co-author of Rework, Remote and It Does Not Have to Be Crazy at Work.
23 March 2025
Founder and chief executive of Superhuman, the email client; previously founder of Rapportive, which he sold to LinkedIn; a professional game designer before that.
Their words
But this is the hard part. When you're when you're doing that market widening, you're not solution deepening. And so your perceived product velocity may decrease. You can avoid some of these things with some smart technology decisions, but mostly you just have to grind through it and it is worth it to get to the other side.
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youtube.com
16 March 2025
Software engineer and writer; former CTO of Wave, now at Anthropic. Blogs at benkuhn.net on attention, engineering management and doing hard things well.
13 June 2024
CEO of Vercel; creator of Next.js and Socket.IO. Writes at rauchg.com.
2 March 2024
Release engineering manager at the Wikimedia Foundation. Keeps a public log at tylercipriani.com of every book he reads, with a rating and notes.
5 January 2024
Co-founder and CTO of Honeycomb; previously an infrastructure engineer at Parse, Facebook and Linden Lab, and co-author of Observability Engineering.
Their words
What matters is moving the business forward, not churning out code.
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charity.wtf
2 January 2024
CEO of Vercel; creator of Next.js and Socket.IO. Writes at rauchg.com.
25 May 2023
Software engineer writing about maintenance, open source and the industrial reality of software — the author of "I am not a supplier".
The Economics of Developer Tooling It would be a major boon to software velocity, maintenance burden and safety to bring more attention to developer tooling, in particular bringing to everyone’s toolkit the techniques and technologies developed since the…
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17 March 2021
French software engineer, public speaker and fully remote nomadic worker; writes about frontend development at maxpou.fr.
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