Silicon Valley's tech dominance was shaped by high initial investments in semiconductor manufacturing with minimal marginal costs, which later influenced venture capital and software-driven growth. Today, while software innovation thrives in Silicon Valley, hardware production remains entrenched in Asia. The introduction of tariffs and geopolitical shifts present both risks and opportunities to revitalizing U.S. manufacturing through automation and AI-driven models, but the challenge remains significant without extreme measures.
Using your own product (dogfooding) can provide invaluable insights into its true value and potential issues, though it shouldn't replace real customer feedback. This practice is most effective in B2C products but can also benefit B2B contexts. When combined with systematic testing, it leads to better product quality and understanding of user experience.
Rather than pursuing a perfect sprint process, teams should focus on realistic planning that reflects actual conditions while consistently delivering measurable value. Success comes from continuous learning and improvement, coupled with transparent expectation management that builds trust. The focus should be on practical outcomes rather than process perfection.
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OKRs that genuinely measure progress prioritize leading, influenceable metrics tied to specific team actions, facilitating actionable insights and iterative adjustments. By contrast, OKRs that merely report numbers rely on generic, less actionable metrics. Shifting focus toward relevant, impact-driven Key Results enables clearer alignment with strategic goals and more meaningful progress tracking.
Product management demands uniquely human skills like empathy and nuanced decision-making, which LLMs fundamentally cannot replicate despite producing convincing text. While LLMs can either enhance skilled practitioners' work or enable unskilled users to produce seemingly acceptable outputs, this creates a concerning skills gap. The real threat to product management comes from influencers convincing leadership that AI can replace human product managers, not from the technology itself.
2024.11.19·oneknightinproduct.substack.com·6 min read·TLDR Product Migration challenges often go unrecognized as executives focus on launches while ignoring the reality that maintaining legacy versions for even one customer requires significant resources and support. The solution lies in tracking migrations objectively, understanding customer segments, making economic arguments, and maintaining realistic expectations rather than engaging in magical thinking.
Amazon is phasing out its Just Walk Out technology from U.S. grocery stores after discovering that 70% of transactions required manual verification. The company is switching to smart Dash Carts in its grocery stores while still expanding Just Walk Out technology in airports and stadiums where it has proven more effective. This strategic shift reflects both operational challenges in grocery settings and changing customer preferences for more interactive shopping experiences.
Releasing a "minimum viable product" without fully delivering value is ineffective.
Using the Inverted No approach - validating needs, clarifying trade-offs, and inviting collaboration - transforms stakeholder relationships, making "no" a shared decision rather than a unilateral rejection, thus fostering long-term influence and trust.
LinkedIn leverages event-driven architectures and the actor model to scale its infrastructure. The actor model is a concurrent computation model where independent actors communicate and coordinate solely through asynchronous message passing. The company uses this approach in several systems, including one for collecting and processing server metrics in near real-time and another for monitoring server consoles.
Effect Schema, a validation library, can be used for achieving full offline support with TanStack Query. It allows for bi-directional parsing, eliminating the need for separate schemas for encoding and decoding data. This article goes through how to store data locally (using IndexedDB or LocalStorage), implement cache removal, set cached data, and handle mutations.
Celine, a reactive HTML notebook library, can be used to improve scientific publishing workflows by consolidating data exploration, analysis, and typesetting within a single HTML file. The library uses existing technologies like Observable, Plot, and various WASM runtimes (Python, R, and SQLite) to enable interactive elements and diverse data visualizations directly within the HTML document. This article goes through various implementation examples, such as interactive code cells, plots, and even a slideshow presentation mode.
Blindly following “best practices” without considering context leads to poor decision-making. Instead, each "best practice” should be evaluated critically in the context of the application itself.
This developer attempted to update their four-year-old Gatsby website but ran into difficulties running the old Node project. The `npm install` command failed repeatedly due to missing Python 2 and incompatible C++ compiler versions. Troubleshooting involved installing Python 2, discovering a required older Node.js version (v12.2), and ultimately resolving the build errors after two hours.
This article uses the statement "Meetings are a waste of time" to illustrate Socratic questioning: clarification, challenging assumptions, seeking evidence, changing perspectives, exploring implications, and questioning the question itself. Each step is demonstrated through examples related to the initial statement to show how Socratic questioning can be used as a tool to think critically and challenge prior assumptions.
(the folks working on making this less painful) as they share how Sentry's AI speeds up debugging and impacts on your workflow. RSVP to
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KokonutUI is a collection of 50+ modern, customizable UI components built with Next.js 15 and Tailwind CSS. These components are designed for quick and easy copy-pasting into applications.
Vercel's AI SDK 4.0 is an open-source JavaScript/TypeScript toolkit for building AI applications. This release adds PDF support for document analysis across multiple providers, computer use support with Anthropic's Claude for app interaction, and continuation support for generating long texts.
Tips.io is an AI-powered website builder that uses Tailwind CSS. It has an HTML editor with autocomplete, AI-assisted content generation, and pre-built themes and components.
Google Scholar, launched in 2004 by two researchers, aimed to improve access to academic information by creating a comprehensive online research library. Early challenges included slow internet speeds, leading to the creative "Sneakernet" method of delivering research data on hard drives. Beyond its core function, Scholar has revealed unexpected uses, from family history research to uncovering unusual and funny aspects within academic publications and legal documents.
The "uncanny valley” is a phenomenon where almost realistic depictions of humans appear unsettling - this applies to AI. Increasingly realistic AI chatbots, while convenient, erode our ability to distinguish between human and artificial interactions and potentially reduce empathy. Deliberately stylizing AI interfaces, making them easily distinguishable from humans, could mitigate these risks.
Rust's traits, while popular, suffer from the "orphan instance problem," where implementing a trait for a type from a different crate is restricted. This leads to potential coherence issues. A possible solution is local coherence using implicits. While implicits address the orphan instance problem, they introduce new challenges, including increased code repetition, potential loss of correctness guarantees, and reduced code readability compared to traits. Both traits and implicits represent local maxima in language design, but each have their own trade-offs.
Companies undervalue clear English writing skills, leading to wasted time and inefficient workflows.
Fast-Graphrag is an open-source framework for Retrieval Augmented Generation (RAG) that uses graphs to streamline agent-driven workflows.
The November 2024 Top500 supercomputer rankings show AMD surpassing Nvidia in aggregate peak performance, largely due to the debut of the "El Capitan" system, which uses AMD's hybrid CPU-GPU architecture.
MailCatcher is a simple SMTP server and web interface that allows developers to view emails sent during development by configuring their applications to send emails to it.
Async/await, which initially solved “callback hell,” introduces new problems, such as concerning back pressure and the inability to freely suspend execution.
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The case between Elon Musk and OpenAI has exposed a batch of emails sent between Musk, Sam Altman, and others during OpenAI's early days. The emails were revealed as part of an attempt to prove OpenAI is somehow breaking antitrust law. They reveal how OpenAI's team felt about Musk being the leader of the company, their worries about Altman, Microsoft's early relationship with OpenAI, the company's plans to buy Cerebras, and more. This article provides a summary of the content of the emails.
2024.11.18·techcrunch.com·5 min read·TLDR Bluesky saw more than a million users sign up to its platform over 24 hours last Thursday. Its app was placed at the top of the free apps chart on the App Store in the US. The platform's CEO claims that Bluesky has a higher engagement than X. Bluesky has plans to launch subscriptions. It recently raised $15 million in a Series A funding round led by Blockchain Capital.
2024.11.18·techcrunch.com·2 min read·TLDR There is a new form of cosmetic surgery that can permanently change people's eye color. Many doctors say the procedure hasn't been proven safe and that it could cause lasting damage. The procedure involves cutting donut-like tunnels into the cornea, widening the tunnels, then filling them with dye. It takes about half an hour and the effects are immediate. Pictures of a patient before and after the procedure are available in the article.
2024.11.18·links.tldrnewsletter.com·7 min read·TLDR US firm Agility Robotics recently demonstrated its Digit humanoid robot at this year's Web Summit. The robot's ability to sift through a pile of colored T-shirts and place them in a basket raised discussions about safety, jobs, AI's effect on the climate, and its influence across a huge range of industries. This post summarizes some of the discussion points from the Web Summit. The development of generative AI has opened up the doors for new types of companies to solve problems that otherwise would not have been possible.
2024.11.18·theguardian.com·7 min read·TLDR * An actionable framework for implementing a business observability strategy * Criteria for selecting a business observability solution
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2024.11.18·datadoghq.com·Sponsor·TLDR Framer Motion is now completely independent and is now Motion. The change will bring improved support and documentation, a stronger community, and a renewed focus on developer-facing features. Motion has become wildly successful in its own right and is the go-to React animation solution. Spinning it out as an independent open source project will help ensure its future as a core driver of animations on all sites.
2024.11.18·motion.dev·4 min read·TLDR Programming-by-example is a technique where users provide examples of the outcome they want and the system generates code that can perform it. Mirror is a proof-of-concept AI-powered programming language that only allows programming-by-example. Users define functions through a set of example input-output pairs. Everything must be expressed through examples. This post explains how Mirror works and provides examples and links to resources.
2024.11.18·austinhenley.com·4 min read·TLDR A Chinese cyber-espionage operation successfully gained entry into multiple US and international telecommunications companies, including T-Mobile. The months-long operation aimed to spy on the cellphone communications of high-value intelligence targets. Attackers were able to access cellphone lines used by senior national security and policy officials across the US government, stealing call logs, unencrypted texts, and some audio from targets. The hackers were able to access information from systems maintained by the carriers to comply with US surveillance requests.
2024.11.18·links.tldrnewsletter.com·2 min read·TLDR Apple is making moves to take advantage of Adobe's struggling public perception. Its recent strong push back into creative applications is providing users with good alternatives and unbeatable performance. There were rumors that Apple shuttered the development of Aperture to give Adobe Lightroom the space it needed to take over the photography industry. Adobe has recently been courting Windows aggressively, which may be why Apple has decided to increase investment in its creative applications.
2024.11.18·petapixel.com·4 min read·TLDR Sponsored
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2024.11.18·brilliant.org·Sponsor·TLDR This post details the technology behind the social network Bluesky, showing how it is currently neither federated nor decentralized.
2024.11.18·anderegg.ca·11 min read·TLDR Using Magic Links to log in is slower than using email OTP.
2024.11.18·threadreaderapp.com·1 min read·TLDR xAI is raising up to $6 billion at a $50 billion valuation, with $5 billion expected from sovereign funds in the Middle East.
Google's 'Shielded Email' system will hide users' emails behind an email forwarding alias system to keep users' email addresses secure and help them steer clear of spam.
2024.11.18·androidauthority.com·4 min read·TLDR