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Operators, Not Users and Programmers

This post is part 0 of a multi-part series called “the computer of the next 200 years”. the modern distinction between “programmers” and “users” is evil and destroys agency. consider how the spreadsheets grow🔗 spreadsheets are hugely successful. Felienne Hermans, who has spent her career studying spreadsheets, attributes this success to "their immediate feedback system and their continuous deployment model": the spreadsheet shows you its result as soon as you open it, and it requires no steps

Speeding up PostgreSQL dump/restore snapshots

The last few pgstream releases have focused on optimizing snapshot performance, specifically for PostgreSQL targets. In this blog post, we’ll walk through the key improvements we made, share the lessons we learnt, and explain how they led to significant performance gains. But first, some context! What is pgstream? pgstream is an open source CDC(Change Data Capture) tool and library that offers Postgres replication support with DDL changes. Some of its key features include: Replication of DDL

Optimizing Tool Selection for LLM Workflows with Differentiable Programming

Modern agentic architectures rely heavily on chaining LLM calls. A typical pattern looks like: Use an LLM to decide which tool to invoke Call the tool (e.g. search, calculator, API) Use another LLM call to interpret the result and generate a final response This structure is easy to reason about, simple to prototype, and generalizes well. But it scales poorly. Each LLM call incurs latency, cost, and token overhead. More subtly, it compounds context: every step includes not only the original q

Slack now integrates with reMarkable's e-paper tablets

You can now send your reMarkable notes and doodles straight to Slack. The companies have announced Slack integration for reMarkable tablets, letting you send whatever you want from the e-paper device straight to your workplace chat in one tap. "...we realized that when there’s friction between thinking and producing, you risk losing time, ideas, and momentum," reMarkable Chief Technology Officer Nico Cormie said in a statement. By linking the tablet with Slack, there's less friction between comi

The curious rise of giant tablets on wheels

Over the past few years, LG has set off a strange tech trend that’s been rolling onto devices sold across Amazon and other online electronics retailers. In 2022, the company launched the StanbyME, which is essentially a $1,000 27-inch tablet running LG's smart TV operating system (OS), webOS, but lacking a tuner. LG's press release announcing the device described it as a “wireless private TV screen with a built-in battery” that is easily portable and ideal for watching shows and movies, in addi

Samsung is about to find out if Ultra is enough

I don’t often get asked about the phones I’m testing when I’m out and about, unless it’s a folding phone. Then I usually hear some version of the same thing: “Oh, I thought about getting one of those! But then I just got a [insert slab-style phone name here].” My anecdotal data matches the actual sales figures; there are many more people curious about folding phones than there are buyers of folding phones. Samsung would very much like that to not be the case, and, by all indications, it’s about

Deal: Samsung Galaxy Z Fold 6 price drops by $545!

Lanh Nguyen / Android Authority Samsung is about to launch its new foldable phones. The Unpacked event is scheduled for July 9th, in under a week. New launches usually come with nice discounts on the previous model, and the sales are starting! You can currently get the Samsung Galaxy Z Fold 6 at a $545 discount! Buy the Samsung Galaxy Z Fold 6 for $1,354.99 ($545 off) This offer is available directly from Samsung. Not all color versions get the discount, though. The White model isn’t on sale,

BLUETTI AC70 Power Station drops to an all-time low price

I am a big fan of these “relatively portable” power stations. Their place in the market is solidifying right between the ultra-portable and the ultra-high-capacity models. You can easily take them places, but they are pretty powerful. If you’re looking for one of these middle-of-the-ground batteries, there’s currently a really nice sale on the BLUETTI AC70 Portable Power Station. Buy the BLUETTI AC70 Portable Power Station for just $328.99 ($270.01 off) This offer is available from Amazon, but

Amazon’s Best Portable Monitor Is Nearly 50% Off, Feels Like Prime Day Already Started

Just because you’re a work-from-home employee does not mean you need to be working specifically from home. You can feasibly work from anywhere that has an internet connection if you’d be so inclined. What stops me from getting out more often is that I don’t find myself as productive as when I’m at my desk at home. I’ve built a pretty robust workspace for myself with three large monitors so I can see everything I’m working on at once. When tied to just my laptop screen, I feel restrained. That is

Amazon’s 64GB Fire HD 10 Tablet Is Practically Free, Grab 56% Off Early Prime Day Deal This Long Weekend

Being able to get off your phone in the evening can be a huge help. It doesn’t even really matter if you’re just transferring your focus onto another screen; sometimes having a larger one that’s portable just helps. You can still use a tablet for work, sure, but it makes watching streams, reading books, or just playing some games a lot more enjoyable. While there are a huge number of tablet options out there, if you’re looking for a bargain, then there’s really only one good option for you today

A Rust-TypeScript integration

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This $120 Android tablet proves you don't need to spend hundreds for a mobile entertainment device

ZDNET's key takeaways A fantastic Android 15 tablet that you can now pick up for only $120 It features a large 5,000mAh battery that gives this a decent runtime. Comes with a folio case, keyboard, stylus, and even a mouse. $219.99 at Amazon It amazes me just how much bang for your buck you can get if you choose an Android tablet over an iPad these days. While the cheapest new iPad will set you back at least $300, you can get some absolutely amazing deals if you're happy to go with Android. A

Fairphone 6 gets a 10/10 on repairability

The new Fairphone 6 is smaller and more modular than older models in the series, but it’s just as repairable. The phone picked up a perfect score in iFixit’s teardown test, despite no longer offering tool-free battery replacements. It helps that the only tool you do need — throughout the phone — is a T5 Torx screwdriver, and only seven screws sit between you and a battery swap. Fairphone itself has shown you can get from shutdown to reboot with a new cell in just two minutes, so it’s still a si

Sakana AI’s TreeQuest: Deploy multi-model teams that outperform individual LLMs by 30%

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Japanese AI lab Sakana AI has introduced a new technique that allows multiple large language models (LLMs) to cooperate on a single task, effectively creating a “dream team” of AI agents. The method, called Multi-LLM AB-MCTS, enables models to perform trial-and-error and combine their unique strengths to solve problems that are too complex

Topics: ab ai mcts model models