The deterioration of tech products, attributed to "rot economics," has been facilitated by a managerial class that prioritizes short-term market gains over innovation. This reflects a broader issue of entrusting tech's future to management consultants rather than those involved in actual product creation, leading to disconnected leadership and a decline in real value creation.
When creating long-term plans, several common pitfalls should be avoided: overly detailed effort estimations, excessive focus on current conditions, overemphasis on competition, prioritizing outputs over outcomes, plans that are too public, lack of actionable steps, and insufficient communication.
AI agents surpass the basic functions of a simple "assistant" by exhibiting advanced reasoning and capabilities that allow them to perform tasks on users' behalf, transitioning AI from a "read-only" to a "read-write" operation. This shift brings us closer to realizing AI's full potential, especially in enterprise settings, where AI can handle various aspects of a workflow.
This podcast dives into Kayvon Beykpour's experience at Twitter, including his departure after Elon Musk's acquisition, the cultural changes he implemented, his views on frameworks like JTBD, the reasons behind Periscope's failure, and advice for building consumer products. He discusses challenging ingrained assumptions, fostering alignment, understanding customer needs, and continuous learning from both successes and failures.
The Startup Canvas can be used as an adaptable tool for startups to clarify their product strategy and business model. A holistic view is important in strategy development and stakeholder engagement.
This article covers market sizing strategies for PMs, highlighting common errors using historical examples like AT&T's flawed 1980 forecast. It details frameworks for accurately estimating market sizes for both existing and innovative products, essential for strategic decision-making in product management.
Asking for favors can feel intimidating, but the right approach can ease the process and increase your likelihood of success. Effective strategies include building a relationship first, being ready for possible rejection, treating the process like a numbers game, simplifying the request, making it easy for the other person to say yes, ensuring the favor benefits both parties, finding a common connection, and committing to reciprocate in the future.
It's important to prepare internally with clear commitment and cross-departmental collaboration, ensuring employee buy-in, and focusing on solving customer pain points to effectively develop and communicate GenAI-driven products.
Slack, initially a gaming company, became a transformative communication tool in the tech industry. Its rapid growth to a billion-dollar valuation was fueled by product-led growth, a freemium model, and a focus on user engagement and retention, without traditional advertising.
While articulating a clear product vision is crucial for aligning teams, providing a high-level picture of the product's long-term goals must be complemented by ensuring that every team member understands the underlying purpose and significance of achieving those goals.
A culture where engineers take more ownership of instrumenting products for user analytics aligns with a broader strategy of PMs sharing responsibility with engineering teams for opportunity identification, discovery, and design.
To better engage in optics work, consider these tips: retrain your brain to view optics work positively, allocate specific times for optics during less productive periods of your day, and move away from an all-or-nothing mindset.
An S3 bucket can lead to a massive AWS bill, even when it's empty. AWS charges for all S3 requests, including unauthorized ones (4xx errors), meaning someone trying to mistakenly write to your bucket still incurs costs for you. Misconfigured open-source tools and S3 requests without a specified region can also create unexpected costs that add up.
Database schema changes are complex and mistakes can cause errors or downtime. This article goes over 18 different schema change mistakes, including common ones like leaving accidental changes in the schema or failing to acquire locks. It also goes over more complex, specific mistakes and how to not make them by following best practices.
SQLite uses bytecode to represent prepared SQL statements. This is because bytecode is easy to print and review. It also makes debugging easier because it separates the SQL parsing stage from the SQL execution stage. As SQLite is designed to run within the same process as the application, bytecode allows SQL statements to be executed step-by-step.
This is an old Hacker News thread where people share their experiences of the dot-com crash. At the time, developers had to try much harder to get a job and learn the “boring technologies”. Others left the tech industry completely and never came back. Most that were affected were either entry-level or near-retirement.
Employees are motivated by fairness and transparency at work. This means managers should explain how decisions are made, how compensation works, and why recognition is awarded. They should also be as objective as possible when making decisions that affect employees.
A simple tool written in Python for measuring Internet performance at home. It measures several performance metrics such as packet loss, latency, jitter, and DNS performance. It also aggregates these metrics into a common score, which you can use to monitor the overall health of your internet connection.
2024.04.30·
links.tldrnewsletter.com·GitHub repository·TLDR Web Dev
LLMs have an important limitation: they cannot truly generalize or extrapolate beyond their training set. For example, they can't solve word puzzles like Wordle because these tasks require iterative steps with memory that LLMs can't effectively manage. LLMs also fail to “think ahead” and their “thought” drifts over multiple steps of prompting.
Linux starts a process first by calling the execve() system call, which provides the kernel with a path to the executable file. The kernel then prepares the new process and maps its relevant sections into memory. Then, control is passed to the program, and execution is started.
This author blocked AI bots from scraping their website's content by directly editing their .htaccess file to enforce the block, rather than relying solely on robots.txt.
Bugs sneak out when less than 80% of user flows are tested before shipping. But getting that kind of coverage — and staying there — is hard and pricey for any sized team.
Apple has renewed discussions with OpenAI to use its generative AI technology to power new features coming to the iPhone later this year. The companies were discussing a deal earlier this year, but work between the two parties has been minimal since then. Apple is still in discussions with Google about licensing the Gemini chatbot. It is unclear which provider Apple plans to eventually use.
Apple's 'Let Loose' event will be held on May 7 at 7 AM Pacific Time. There is a strong possibility that Apple will announce iPad Pros with M4 chips, a new Apple Pencil with haptic feedback, a 12.9-inch version of the iPad Air, and a redesigned Magic Keyboard for iPads. The event will be streamed on Apple's website and YouTube.
The Abu Dhabi Autonomous Racing League has held its first race. The driverless Dallara Super Formula racers, outfitted with cameras and software, struggled to complete a full lap during qualifying time trials. Cars randomly juked, spun, and stopped during the trial. During the actual race, the lead racer spun out - and two out of the other three remaining cars stopped, unwilling to pass the spun-out car due to their rules. Clips from the race are available in the article.
Japan's Smart Lander for Investigating Moon (SLIM) has survived three lunar nights. SLIM was only designed to last until the end of its first lunar day. Some of its electronics and batteries were already malfunctioning after the second lunar night. The sensors and other functions in the lander are gradually being lost, so the chances of it surviving a fourth lunar night are slim.
The React 19 Beta is now available on npm. The update includes new hooks, new APIS, and support for using async functions in transitions to handle pending states, errors, forms, and optimistic updates automatically. There are breaking changes, but they should not impact most apps. This article details the new features in the beta.
Google has asked its recently laid-off Python Foundation team to train its replacements, who will be in the Munich office. The company similarly laid off its finance department a few weeks ago, moving positions outside of the country where they are cheaper. The Python Foundation team maintained a stable version of Python within Google, tools to keep thousands of third-party packages constantly updated from their open source versions, highly customized tools, and much more. It also acted as a help desk for Python users at Google. The team performed its duties for years with fewer than 10 people.
This article looks at how the industry does takehome assessments. The median time for takehome assessments in the industry is 3 hours, with the longest taking 10 days. Only around 10% of companies compensate candidates for their work. The main complaints engineers have with takehome assessments are that they fail to define reasonable time caps and the requirements are open-ended. The majority of companies issuing takehomes are design studios, lean web development agencies, and mobile dev teams based out of Eastern Europe.
iPhones are just phones. Apple has been building the walls of its garden higher and higher to ensure customers use its own products and nothing else, but those walls are now threatening to come tumbling down. It no longer feels urgent to replace smartphones every few years. Apple's strategy of restricting users and developers is starting to fail as laws are being implemented to increase consumer choice. Being forced to react to regulations will make it harder for Apple to be a visionary, future-forward company.
Elon Musk wants to enable Full Self Driving in China and transfer data collected abroad to train its algorithms - Tesla is willing to cooperate with China to achieve mutually beneficial results.
This post, written by game developers who have released games built using a variety of coding languages, dispels commonly used arguments about Rust, such as that beginners are only facing the problems they are dealing with because they haven't learned or tried hard enough.
The Chinese Academy of Sciences has released the highest-resolution geological maps of the Moon yet, revealing a total of 12,341 craters, 81 basins, and 17 rock types, along with other basic geological information about the lunar surface, at a scale of 1:2,500,000.
Sleep sort is a quirky way to sort numbers that involves making numbers 'sleep' for a bit before joining the sorted list - it may not be the fastest way to sort numbers, but it is interesting because it is so different.
The Adevinta team spent the last six months building an LLM-powered search tool [4] for their French marketplace. They've summarized their learnings into a new blog post that covers:
Apple is currently exploring partnerships with various AI providers, including OpenAI and Google, to integrate generative AI technologies into the upcoming iOS 18.
Cohere launched a new developer toolkit to make enterprise AI application building faster and simpler across any cloud provider so developers can deploy in production at scale. With the Cohere Toolkit, developers have the source code to accelerate their development and quickly set up an application within just a few days.
Home Assistant has joined the Open Home Foundation, a non-profit aimed at countering Big Tech's influence by prioritizing privacy, choice, and sustainability in the smart home domain. The transition to a foundation-owned entity allows the platform to scale its consumer appeal while retaining its core open-source principles. Upcoming developments include direct-to-consumer sales on Amazon, certified partner expansions, local voice control hardware, AI integration with Nvidia, and user interface improvements for broader home approval.
This paper shows that chain-of-thought (CoT) thinking can be obfuscated with ‘...' tokens. This requires training the model but shows that interpreting the CoT steps may not be possible and thinking can be hidden by the model.