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.
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.
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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.
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.
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.
$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.com·8 min read·TLDR Web Dev 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.
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.
The underscore in `target="_blank"` is a legacy convention from pre-HTML5 framesets where it was used to signal to the browser to open a link in a new window or tab without being treated as a frame name.
Apple plans to invest over $500 billion in the U.S. over the next four years, which includes opening a new manufacturing facility in Houston and expanding its Advanced Manufacturing Fund.
This is a series of discussions held between Robert Martin and John Ousterhout from September 2024 to February 2025 about their philosophies on software engineering.
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.com·1 min read·TLDR 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.org·5 min read·TLDR 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.com·64 min read·TLDR 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.com·7 min read·TLDR Sponsored
Google's Director of AI Dr. Ali Arsanjani, and Datadog's VP of Engineering Sajid Mehmood, sat down to discuss the current and future states of AI, ML, and LLMs on Google Cloud [8]. This guide distills the top 7 insights and actions for technical leaders, covering everything from upskilling teams to observability best practices. Read
2025.02.24·datadoghq.com·Sponsor·TLDR 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.
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.com·GitHub repository·TLDR 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.com·3 min read·TLDR 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.app·4 min read·TLDR Google's new video-generating AI model can create clips that are two minutes or more.
2025.02.24·techcrunch.com·1 min read·TLDR The methods that AI labs use to present AI benchmark results can be questionable.
2025.02.24·techcrunch.com·2 min read·TLDR Uber, Waymo, and Tesla will be competing against each other when Tesla launches its robotaxis in Austin.
2025.02.24·bloomberg.com·2 min read·TLDR 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.net·38 min read·TLDR Apple's C1 modem, which lacks mmWave support but features custom GPS and satellite connectivity, was designed to cater specifically to the needs of the iPhone 16e and future devices.
2025.02.24·appleinsider.com·3 min read·TLDR NASA has awarded SpaceX a contract to deorbit the International Space Station no earlier than 2030.
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.com·1 min read·TLDR AI 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.com·3 min read·TLDR AI Chinese AI lab DeepSeek plans to open source portions of its online services' code as part of an “open source week” event.
2025.02.24·techcrunch.com·2 min read·TLDR AI 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.com·18 min read·TLDR AI 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.org·16 min read·TLDR AI With modern post-training techniques, this 2B model trained on Gemma achieves state-of-the-art translation performance between 28 different languages.
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.com·GitHub repository·TLDR AI 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.com·GitHub repository·TLDR AI 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.com·GitHub repository·TLDR AI A great introduction to CUDA programming for those familiar with Python programming.
2025.02.24·pyspur.dev·35 min read·TLDR AI 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.in·11 min read·TLDR AI 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.com·9 min read·TLDR AI Various novel strategies to parallelize the up-and-coming Muon optimizer.
2025.02.24·main-horse.github.io·7 min read·TLDR AI ChatGPT has reached 400 million weekly active users, doubling its count since August 2024.
2025.02.24·engadget.com·1 min read·TLDR AI Google has enhanced its Gemini 2.0 LLM to generate scientific hypotheses significantly faster than human researchers.
2025.02.24·zdnet.com·5 min read·TLDR AI 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.
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.
Arkham Exchange will launch spot crypto trading for users in 17 U.S. states on March 1. Arkham hopes to challenge Crypto.com and Coinbase, which hold 85% of the USD-supported exchange market.
2025.02.24·links.tldrnewsletter.com·1 min read·TLDR Crypto 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.com·4 min read·TLDR Crypto 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.
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.
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.