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DECODING THE MECHANICS OF BRAND FAMILIARITY TO FUTURE-PROOF ANY BRAND

This article explores the concept of familiarity bias and its impact on brand perception and decision-making, highlighting its role in shaping consumer behavior.

X USERS ARE STILL COMPLAINING ABOUT ARBITRARY SHADOWBANNING

X users are still experiencing having their accounts flagged with a “temporary label” and facing restrictions without understanding why.

SKEUOMORPHISM

Skeuomorphism, the practice of mimicking physical elements in digital interfaces, simplifies users' transition to new interactions. It underscores the importance of balancing innovation with user familiarity in interface design.

WILL SEARCH ENGINE TRAFFIC REALLY DROP 25% BY 2026, AS GARTNER PREDICTS?

Last month, Gartner predicted a 25% decline in traditional search engine usage by 2026, with search marketing losing ground to AI chatbots and virtual agents. The coming years will reveal if established players can innovate to offer superior experiences and retain their market position against new competitors.

HAVE WE REACHED PEAK AI?

AI faces transparency challenges alongside inflated expectations and potential legal hurdles concerning copyrighted material within the industry.

THE POWER OF FIRST-HAND EXPERIENCE

Understanding certain concepts requires firsthand experience. Experiential learning is important in product management. Experienced product managers have observed launch failures, witnessed products with strong market fit, and seen the consequences of bloated features.

WHY APPLE DOESN’T BUILD MVPS

Launching MVPs to the public isn't feasible in scaled companies like Apple. Apple emphasizes storytelling through slide decks, prioritizes big ideas over small fixes, relies on expert reviews for design critiques, focuses on creating minimum lovable products, and employs top-down decision-making for efficiency.

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THE ULTIMATE GUIDE TO HOMEPAGES

The task of creating clear and concise homepages becomes increasingly challenging as companies grow and diversify their offerings to cater to various markets. This guide offers insights to help navigate this complexity and craft effective homepages that resonate with target audiences.

HOW TO "BUILD SOMETHING PEOPLE WANT"

Focusing solely on building something people want paradoxically hinders success because it overlooks understanding customer demand and what they truly seek to achieve. Demand-side thinking is needed to create products that resonate with customers and address their real needs.

5 COMMON TYPES OF PRODUCT MANAGERS: AN OVERVIEW

Product management is a complex and evolving field. Understanding the different types of PMs is important and can help you align your personal and professional goals with the specific type of PM role.

BREX IS MOVING TOWARD A SINGLE ROADMAP

Brex is revamping its GTM strategy in response to challenges from the zero interest rate policy era. The company's new strategy emphasizes a unified roadmap, customer-centric storytelling for launches, and fewer releases overseen by one editor.

UX RESEARCH METHODS CHART

20 popular UX research techniques categorized across 3 dimensions: behavioral vs attitudinal, qualitative vs quantitative, and the level of exposure to product use.

MAINTAINING TWO BACKLOGS AS A PRODUCT MANAGER

PMs should maintain two backlogs, one for discovery and one for delivery, allowing for effective prioritization, communication, and alignment throughout the product development process.

WEBSOCKETS VS SERVER-SENT-EVENTS VS LONG-POLLING VS WEBRTC VS WEBTRANSPORT

There are many options for sending updates from the server to clients for real-time web applications such as Long-Polling, WebSockets, Server-Sent Events, and WebTransport. Long-Polling is outdated and inefficient, while WebTransport is new and promising but lacks widespread support. WebSockets are ideal for two-way communication in scenarios like chats and games, while Server-Sent Events are great for server-to-client updates.

IS AWS LAMBDA COLD START STILL AN ISSUE?

A Lambda cold start refers to the initial delay experienced when an AWS Lambda function is invoked after being idle. The duration of a cold start varies from under 100 ms to over one second, the latter of which occurs in about 1% of all invocations. This article goes into detail on ways you can optimize cold start latency, such as fine-tuning memory for your function, using ARM64 CPU architecture, optimizing function creation methods, and more.

THE MECHANICS OF ASYNC AWAIT

Under the hood, async/await is built on promises, where the async function returns a promise that represents the eventual result. The event loop handles promise resolution by tracking promises and resuming suspended processes when promises are fulfilled. There’s a notion that async/await is inherently non-blocking, but that’s not true, as shown by a code example within this article.

THOUGHTS ON THE FUTURE OF SOFTWARE DEVELOPMENT

Software development is more than just coding. AI tools like ChatGPT help with specific tasks, but they can't replace the full range of developer responsibilities, which include design, deployment, gathering requirements, and more. Engineering is also about managing complexity - AI may not be able to translate business problems into software solutions properly. The market for technology is expanding, so while AI may automate some tasks, the overall demand to solve business problems will continue to grow.

WHAT I WISH I KNEW ABOUT ESPP AND RSUS SOONER

ESPPs (Employee Stock Purchase Plans) let you buy company stock at a discount, which can be profitable if the stock price rises. RSUs (Restricted Stock Units) are promised shares that vest over time. When they vest, their value becomes taxable income. Use the ESPP discount to buy shares, then immediately sell for a profit if you don't believe in the stock's long-term growth. For RSUs, if you don’t want the stock, sell them immediately upon vesting. This avoids price fluctuations and the tax implications of holding the stock.

WHY AMAZON'S CULTURE MAKES ME A BETTER ENGINEER

Amazon's leadership principles create shared expectations across roles and ensure that everyone is working toward common goals. The company prioritizes a single obsession to create a focused direction, with the goal of becoming the best in the chosen area. This allows for clear guidelines of success for both products created and for clearer role guidelines on an individual level, removing ambiguity from performance evaluations.

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TEAMCITY PIPELINES

JetBrains has released TeamCity Pipelines, which offers self-tuning CI/CD pipelines to help developers stay in flow.

SHIKI

Shiki is a syntax highlighter that runs on any JavaScript runtime and works with VS Code.

PLANKA

Planka is a real-time Kanban board built with React and Redux. It can be used to create projects, boards, lists, labels, cards, and more. Planka supports Markdown, filtering, real-time updates, and internal notifications.

OH SH*T, MY APP IS SUCCESSFUL AND I DIDN’T THINK ABOUT ACCESSIBILITY

Apps built without considering accessibility can miss out on a significant portion of users. Retrofitting accessibility can be difficult. This article shows how to improve accessibility within a SwiftUI iOS app. The process involved auditing the app, fixing text scaling, implementing views when necessary, improving accessibility for screen readers, and using native components when possible. In general, it’s easier to develop while keeping accessibility in mind than to rehaul applications to be more accessible after the fact.

BEFORE THE CROWD SHOWS UP

Success often comes from being among the first to engage with new opportunities or "arenas". Arenas can be communities, platforms, movements, technologies, or even physical spaces like coffee shops or cities. Early arrivals in a new arena enjoy advantages like easier networking, access to important figures, insider knowledge, and professional opportunities. However, new arenas are also inherently risky. Developers should focus on identifying a niche within an “arena” regardless of when they arrive and focus on contributing as much value as possible.

LOOK MA, I WROTE A NEW JIT COMPILER FOR POSTGRESQL

pg-copyjit is a new experimental PostgreSQL JIT compiler designed to be faster than the existing LLVM JIT. The compiler has reduced overhead as it prioritizes producing "fast enough" code quickly and uses a "copy-and-patch" method that stitches together pre-compiled code snippets for speed.

ASK HN: HOW TO CHANGE JOBS WITH ALMOST NO INTERVIEWING EXPERIENCE? (HACKER NEWS THREAD)

It’s helpful to practice mock interviews and interview with many companies when switching jobs without any interviewing experience.

TEST GENERATOR | PLAYWRIGHT

Playwright comes with the ability to generate tests for you as you perform actions in the browser.

A NEW SERVERLESS POSTGRES PLATFORM

Xata, a database platform, now offers a serverless Postgres service.

DESIGN IS AN ISLAND

Developers should be prepared for both incremental adjustments and significant re-designs when designing software.

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OPEN RELEASE OF GROK-1

xAI has released the weights and architecture for Grok-1. Grok-1 is a Mixture-of-Experts model with 314 billion parameters. The released model is a raw base model checkpoint from the Grok-1 pretraining phase, which means that it is not fine-tuned for any specific application. It was trained from scratch by xAI using a custom training stack.

TWO NEW AIRPODS 4 MODELS EXPECTED TO LAUNCH IN SEPTEMBER OR OCTOBER

The fourth generation of AirPods is set to begin production in May. They will likely be released in September or October. The upcoming AirPods are expected to feature a new design with better fit, improved sound quality, and an updated charging case with a USB-C port. The higher-end models will also feature active noise cancellation and a speaker in the charging case for Find My location tracking. New AirPods Pros are not expected to launch until next year at the earliest, but current models may get a new hearing aid mode with iOS 18.

VR HEADSETS ARE APPROACHING THE EYE’S RESOLUTION LIMITS

Extremely high pixel density is key for the next generation of augmented, mixed, and virtual reality headsets. More pixels means more life-like visuals and smaller, more compact displays. Building displays at this scale leads to unique technical hurdles that the industry is still learning to leap. This article looks at technological developments in the space, the specific challenges the industry is trying to overcome, and current solutions for these challenges.

TICK-KILLING PILL SHOWS PROMISING RESULTS IN HUMAN TRIAL

Tarsus Pharmaceuticals is developing a pill that could provide protection against Lyme disease for several weeks at a time. An early-stage trial has shown that it can kill ticks on people for up to 30 days after 24 hours of ingestion. The drug only kills the ticks, rather than the bacteria that causes Lyme disease. It may also protect against other tick-borne diseases.

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ASK HN: IF YOU'VE USED GPT-4-TURBO AND CLAUDE OPUS, WHICH DO YOU PREFER? (HACKER NEWS THREAD)

This Hacker News thread compares GPT-4-Turbo, the default model in ChatGPT Plus, to Claude Opus, Anthropic's competing model. Most developers seem to prefer Claude as it is apparently better at coding and engineering work. Its writing style also seems to be preferred, but part of that is due to the recognizability of GPT-4-Turbo's style. OpenAI's app functionalities, like its code interpreter and ability to search the internet, are still big reasons to continue using ChatGPT Plus.

PG_HINT_PLAN

pg_hint_plan allows developers to tweak PostgreSQL execution plans using hints in SQL comments. Planners estimate the costs of each possible execution plan for a SQL statement then execute the plan with the lowest cost. While PostgreSQL's planner does its best to select the best execution plan using its cost-based optimizer, which uses data statistics rather than static rules, it is far from perfect as it doesn't count some data properties. pg_hint_plan has hints to control scan methods, join methods, join order, behavior on join, row number correction, parallel query configuration, and more.

AFTER THURSDAY’S FLIGHT, STARSHIP IS ALREADY THE MOST REVOLUTIONARY ROCKET EVER BUILT

SpaceX's cameras recorded unprecedented views of atmospheric heating acting on Starship for a couple of minutes during Starship's descent on its third test. These views were possible thanks to Starlink terminals on the ship sending signals to satellites in low-Earth orbit, which were then sent back to Earth. The low-Earth orbit satellites were in space thanks to SpaceX's reusable Falcon 9 rocket, which conducted its first land-based landing days before Christmas in 2015. This article looks at the achievements that made Starship possible and takes a peek at the future of the project. The video of Starship reentering the atmosphere is available in the article.

STUBBORN VISIONARIES & PIGHEADED FOOLS

Both success through perseverance and failure through obstinance are convenient rationalizations. It is impossible to know the future for anything. Understanding this frees you to make decisions more easily, with less second-guessing in the moment and less guilt afterwards. You can not know whether you're in a winning or losing scenario, so the best you can do is to find out which one you are in as quickly as possible. This article presents some guiding questions to help you figure out which path you're on.

WHAT I LEARNED FROM LOOKING AT 900 MOST POPULAR OPEN SOURCE AI TOOLS

This review of open source AI repositories aims to give readers a big-picture view of the seemingly overwhelming AI ecosystem.

HACKINTOSH IS (ALMOST) DEAD

Apple has completely removed all traces of driver support for its oldest WiFi/BT cards in the latest macOS (Sonoma).

THE VACATION TOWN THAT LIVESTREAM SHOPPING BUILT

LAID-OFF TECHIES FACE 'SENSE OF IMPENDING DOOM' WITH JOB CUTS AT HIGHEST SINCE DOT-COM CRASH

Tech layoffs are at their highest since the 2001 dot-com crash and many job hunters are being forced to settle for pay cuts.