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APPLYING THE WEB DEV MINDSET TO DEALING WITH LIFE CHALLENGES

This developer's web dev mindset has helped him navigate life challenges, such as recovering from an abusive relationship. Skills used in web dev, such as understanding complex systems and manipulating language, can be applied to personal growth and self-defense. He compares toxic people to blackhat hackers and verbal abuse to cross-site scripting attacks.

2025.02.25
css-tricks.com16 min readTLDR Web Dev

THE TRUTH ABOUT WORKING IN BIG TECH

Google and Meta have great perks like high pay, great work-life balance, access to various resources, and talented colleagues. Despite these benefits, the author Andrew left to pursue entrepreneurship, driven by a desire to build something of his own and avoid the stagnation and "corporate theatre" he felt in big tech.

2025.02.25
andrew.today10 min readTLDR Web Dev

Sponsored

VALIDATE YOUR SAAS IDEA WHILE BUILDING AN AUDIENCE

Learn how to validate market demand for your next SaaS idea before investing resources blindly. In this guide, [11] we'll show you how to capture intent and keep interested parties engaged as you build towards your launch.

2025.02.25
go.clerk.comSponsorTLDR Web Dev

CLAUDE 3.7 AND CLAUDE CODE

Anthropic has announced Claude 3.7 Sonnet, an AI model with integrated reasoning capabilities that provides both quick responses and deeper, step-by-step thinking. Alongside the model, they introduced Claude Code, a command line tool for agentic coding. Claude 3.7 Sonnet offers fine-grained control over its thinking time through the API.

2025.02.25
anthropic.com9 min readTLDR Web Dev

UPFETCH

Upfetch is a lightweight, type-safe fetch client builder that improves the native fetch API with features like standard schema validation, automatic response parsing, and flexible configuration. It allows setting defaults for requests, simplifying query parameters and body handling, and providing lifecycle hooks for request control. It also has error handling, authentication, and customization options for response parsing, error handling, and parameter/body serialization.

2025.02.25
github.comGitHub repositoryTLDR Web Dev

HOW THE BIGGEST HACK IN HISTORY HAPPENED

$1.4 billion was stolen from Bybit in a hack orchestrated by North Korea's Lazarus Group. Attackers manipulated the "operation" parameter in a Safe smart contract transaction to enable something called delegatecall, granting them control over Bybit's wallet through malicious contracts. The compromised transaction bypassed standard security checks by replacing the legitimate one in the signing interface, which then allowed unauthorized fund transfers.

2025.02.25
harrydonnelly.substack.com8 min readTLDR Web Dev

AI CRACKS SUPERBUG PROBLEM IN TWO DAYS THAT TOOK SCIENTISTS YEARS

An AI tool developed by Google solved a complex problem about superbug antibiotic resistance in just two days, a process that took microbiologists a decade. A professor and his team at Imperial College London used the AI tool to replicate their findings. It also offered four additional hypotheses, one of which the team hadn't considered and is now investigating.

2025.02.25
bbc.com4 min readTLDR Web Dev

A MILLION LITTLE SECRETS

The landing page shown in this article, despite its simple appearance, contains over 14,000 lines of code and has elements like a "Chaos Toolbar" with animated SVG icons, particle effects using polar coordinates, and a sprite of custom 3D shapes.

2025.02.25
joshwcomeau.com27 min readTLDR Web Dev

IOS 18.4 WILL BRING APPLE INTELLIGENCE-POWERED ‘PRIORITY NOTIFICATIONS'

The iOS 18.4 beta adds a new 'Priority Notifications' feature. Powered by Apple Intelligence, the feature is designed to help users manage notifications by prioritizing important alerts and minimizing distractions from less important ones. Priority Notifications will be displayed in a separate section on the iPhone's Lock Screen. Users will still be able to swipe to view all of their notifications. The feature will be off by default but can be enabled through the Notifications section in Settings.

2025.02.24
techcrunch.com1 min readTLDR

MICROSOFT OUTSOURCES OPENAI'S AMBITIONS TO SOFTBANK

The announcement around the Stargate project made it clear that Microsoft's relationship with OpenAI was to evolve, allowing OpenAI to use other cloud providers. Microsoft is not fully breaking up with OpenAI - it will remain a key partner in many regards. However, what was a tight coupling of OpenAI and Microsoft will now be a tight coupling of OpenAI and SoftBank.

2025.02.24
spyglass.org5 min readTLDR

HOW TO MAKE SUPERBABIES

Genetic technology could create humans that live longer, have the raw intellectual power to do Nobel Prize-worthy scientific research, and very rarely suffer from health disorders. Scientists don't do this though due to ethical issues. As a result, there is a lot of low-hanging fruit in this field of research. This post looks into how to do large-scale, heritable editing of the human genome to improve everything from diabetes risk to intelligence. It summarizes the state of knowledge in the field and lays out a technical roadmap that examines how remaining barriers may be overcome.

2025.02.24
links.tldrnewsletter.com64 min readTLDR

EARTH'S 1ST ASTEROID MINING PROSPECTOR HEADS TO THE LAUNCHPAD

AstroForge is planning to heave a microwave oven-sized spacecraft toward an asteroid later this week as part of the company's plans to create a future where precious metals are mined around the solar system. Its Odin spacecraft will launch on a SpaceX Falcon 9 rocket as soon as Wednesday. Odin's target is an object called 2022 OB5, which is about the size of a football field and is likely to contain a high amount of metal. Odin will arrive in late 2025 after a journey of about 300 days.

2025.02.24
nytimes.com7 min readTLDR

HOW TO BUILD AN LLM CHAT APP: THE NEW LITMUS TEST FOR JUNIOR DEVS

Building an LLM (Large Language Model) chat app is way more complicated than just making an API call. There are many considerations required - building an LLM chat app is the gauntlet that separates the juniors from the devs who actually know what they are doing. This article discusses how to start building a scalable LLM chat app. Learning how to build the backend architecture allows developers to build better apps that can handle more users and dodge the shame of a launch-day crash.

2025.02.24
x.com4 min readTLDR

CSS ZERO

CSS Zero is an opinionated CSS starter kit for Ruby on Rails applications. It is akin to a 'no build' Tailwind CSS. CSS Zero includes custom templates for scaffolds and authentication.

2025.02.24
github.comGitHub repositoryTLDR

WHY I THINK AI TAKE-OFF IS RELATIVELY SLOW

A large part of the economy just won't adopt AI or use it effectively all that quickly. As AI becomes more productive, human bottlenecks will become more important. Not all bottlenecks will be regulatory: there will be slow adopters, people in the workplace who hate AI, energy constraints, and other factors. It is the worst performer who sets the overall level of productivity - soon, the worst performer will be humans. While AI could boost economic rates, that reality will still be a few decades out, if it happens.

2025.02.24
marginalrevolution.com3 min readTLDR

THE PROFITABLE STARTUP

The thinking that startups should prioritize growth over everything else, even profitability, was always flawed - profitability isn't unambitious. It means not relying on investors for survival and being able to focus on an unaltered vision and mission. It's now easy to be profitable while also growing fast. The factor holding founders back is rarely team size - it's the clarity of their focus, skill, and ability to execute. Measure what matters, understand your risk profile, hire intentionally and slowly, and raise on your own terms.

2025.02.24
linear.app4 min readTLDR

THE IPV6 TRANSITION

The transition to IPv6 has progressed very slowly because there's no real lasting benefit in trying to leap across to another 1980s address-based architecture with only a few differences.

2025.02.24
blog.apnic.net38 min readTLDR

OPENAI'S SHIFT FROM MICROSOFT TO SOFTBANK

OpenAI plans to source most of its computing power from SoftBank's Stargate project by 2030, marking a significant departure from its reliance on Microsoft.

2025.02.24
techcrunch.com1 min readTLDR AI

META'S DINOV2 FOR CANCER RESEARCH

Orakl Oncology uses Meta's DINOv2 model to accelerate cancer drug discovery, improving efficiency by quickly analyzing organoid images to predict patient treatment responses.

2025.02.24
ai.meta.com3 min readTLDR AI

SIGLIP2

SigLIP was an immensely popular joint image and text encoder model. It has now been improved in a number of axes. Most notable is the substantially improved zero-shot classification performance, which was the hallmark result of the original CLIP work.

2025.02.24
github.com18 min readTLDR AI

STEP-LEVEL CALIBRATION FOR LLM AGENTS

STeCa is a novel framework designed to improve LLM agents in long-horizon tasks by automatically identifying and correcting suboptimal actions.

2025.02.24
arxiv.org16 min readTLDR AI

MOONLIGHT 16B MUON TRAINED MODEL

This is the first (public) large scale model trained with the Muon optimizer. It was trained for 5.7T tokens and is a very similar architecture to DeepSeek v3.

2025.02.24
github.comGitHub repositoryTLDR AI

TRITON IMPLEMENTATION OF NAIVE SPARSE ATTENTION

The DeepSeek NSA paper made waves last week for its scalable and efficient long context attention algorithm. However, there was no code available. This work is a Triton replication that can be slotted into any PyTorch codebase.

2025.02.24
github.comGitHub repositoryTLDR AI

LLM DEPLOYMENT WITH OMNISERVE

OmniServe offers a unified framework for efficient large-scale LLM deployment, combining innovations in low-bit quantization and sparse attention to enhance both speed and cost-effectiveness.

2025.02.24
github.comGitHub repositoryTLDR AI

US AI SAFETY INSTITUTE BUDGET CUTS

This article explores the potential impacts of funding cuts to the US AI Safety Institute, including implications for national security, AI research, and international competition.

2025.02.24
hpbl.co.in11 min readTLDR AI

MICROSOFT PREPARES FOR OPENAI'S GPT-5 MODEL

Microsoft is preparing to host OpenAI's GPT-4.5 model as early as next week, with a more significant GPT-5 release anticipated by late May. The GPT-5 system will integrate OpenAI's new o3 reasoning model, aiming to create a unified AI functionality. Both releases align with key tech events, such as Microsoft Build and Google I/O, underscoring Microsoft's strategic positioning in the AI space.

2025.02.24
theverge.com9 min readTLDR AI

PARALLELIZING MUON

Various novel strategies to parallelize the up-and-coming Muon optimizer.

2025.02.24
main-horse.github.io7 min readTLDR AI

$1.43B HEIST ON BYBIT

ByBit recently suffered the largest crypto hack in history, losing $1.43 billion in Ethereum and other assets after hackers exploited a front-end spoofing attack, deceiving multisig signers into approving malicious transactions. The attack, linked to North Korea's Lazarus Group, highlights critical vulnerabilities in multisig and hardware wallet security, particularly the risks of "blind signing" and compromised interfaces. ByBit has assured users their funds are safe and launched a $140 million recovery bounty, but the incident underscores the urgent need for stronger security measures across the crypto industry.

2025.02.24
threadreaderapp.com10 min readTLDR Crypto

SEC DISMISSED UNLAWFUL ENFORCEMENT CASE AGAINST COINBASE

Coinbase has reached an agreement with SEC staff to dismiss all litigation against the company with no fines or business changes required, pending final Commission approval expected next week. The resolution comes after the company's decision to fight the SEC's demands to delist certain assets in 2023. CEO Brian Armstrong argues this dismissal validates their position that the SEC was exceeding its legal authority and could have severely damaged the US crypto industry if unopposed. Coinbase spent around $50 million fighting the SEC.

2025.02.24
threadreaderapp.com5 min readTLDR Crypto

INTRODUCING MOONWELL VIRTUAL ACCOUNTS

Moonwell Virtual Accounts provide a seamless way for global workers to receive payments in USD, automatically converting the currency to USDC for stability and accessibility. By integrating with traditional payment rails and onchain finance, Moonwell removes financial barriers, reduces costs, and enables individuals worldwide to save, spend, and grow their wealth efficiently.

2025.02.24
links.tldrnewsletter.com4 min readTLDR Crypto

ELI5 WHY WE CAN'T "ROLLBACK" ETHEREUM?

Following ByBit's recent $1.4B hack, there have been calls for a rollback of the Ethereum blockchain to get the coins out of the hands of the North Korean hackers. This is technically impossible since the hack involved properly signed transactions rather than protocol-level issues, and the funds were immediately movable, unlike the 2016 TheDAO hack's month-long withdrawal delay. Ethereum's current interconnected nature with DeFi protocols, bridges, and real-world assets means any rollback would incur ripple effects across the entire ecosystem.

2025.02.24
threadreaderapp.com5 min readTLDR Crypto

JESSE POLLAK'S THESIS ON COINS

All content will eventually move onchain, with ERC20 tokens emerging as the dominant pricing mechanism due to their superior composability and liquidity. While there are challenges around token mechanics and cultural stigmas against crypto, these barriers must be overcome through open experimentation rather than avoided. Base is encouraging this experimentation and a movement toward open token-based content monetization systems.

2025.02.24
threadreaderapp.com1 min readTLDR Crypto

ABSTRACT FEEDBACK

Abstract is making changes to clarify that its chain can be used with any existing wallet, not just the Abstract Global Wallet (AGW). Updates include a new first-time login screen and a redesigned homepage for easier navigation.

2025.02.24
threadreaderapp.com1 min readTLDR Crypto