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Turning Claude Code into my best design partner

Published on August 18, 2025 When I first started using Claude Code, I had a naive approach to working with it. I would describe the task directly in the prompt, press Enter, and cross my fingers. If the agent made mistakes, I would tell it how to fix them. For small tasks, this can be good enough, but as the task grows in complexity, this approach reveals several significant drawbacks. When Simple Doesn’t Scale The first problem is that the conversation becomes the only source of truth about

Germany's Copyright Clearing House now requires courts for website blocks

After more than four years of work, the Copyright Clearing House for the Internet (Clearingstelle Urheberrecht im Internet, CUII), established in 2021, has declared itself "successful in the fight against criminal business models on the Internet." At the same time, it is responding to one of the main points of criticism, namely that a private body imposes restrictions on websites that are sensitive in terms of fundamental rights, largely unchecked and behind closed doors. The procedure is now to

Dynamically patch a Python function's source code at runtime

written by Eric J. Ma on | tags: In this blog post, I share how I discovered a powerful Python trick: dynamically changing a function's source code at runtime using the compile and exec functions. This technique enabled me to build more flexible AI bots, like ToolBot, that can generate and execute code with access to the current environment. While this opens up exciting possibilities for LLM-powered agents and generative UIs, it also raises serious security concerns. Curious how this hack can s

Vibration Plates: Fitness Experts Explain the Best Way to Use This Workout Tool

When you're trying to lose weight or build muscle, figuring out what actually works can be frustrating. There are plenty of options, from lifting weights to cardio classes, and now vibration plates are part of the conversation. But does standing on a shaking platform really help you get stronger or shed pounds, or is it just another short-lived trend? To find out, we talked to personal trainers and other fitness experts. They explained how vibration plates are supposed to work, the benefits you

They’re trying to make deep-sea mining happen

is a senior science reporter covering energy and the environment with more than a decade of experience. She is also the host of Hell or High Water: When Disaster Hits Home , a podcast from Vox Media and Audible Originals. Posts from this author will be added to your daily email digest and your homepage feed. This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more on deep-sea mining and critical minerals, follow Justine Calma. The Stepback arriv

Marshal madness: A brief history of Ruby deserialization exploits

Documenting the evolution of exploitation techniques serves a crucial purpose in security engineering: it helps us understand not just individual vulnerabilities but the systemic patterns that resist conventional fixes. The story of deserialization exploits in Ruby’s Marshal module offers a uniquely well-documented case study of this phenomenon. That is, a decade-long cycle of patches and bypasses that reveals the futility of addressing symptoms rather than root causes. This history matters bec

How to Fix Your Context

Mitigating & Avoiding Context Failures Following up on our earlier post, “How Long Contexts Fail”, let’s run through the ways we can mitigate or avoid these failures entirely. But before we do, let’s briefly recap some of the ways long contexts can fail: Context Poisoning: When a hallucination or other error makes it into the context, where it is repeatedly referenced. When a hallucination or other error makes it into the context, where it is repeatedly referenced. Context Distraction: When

Turning Claude Code into My Best Design Partner

Published on August 18, 2025 When I first started using Claude Code, I had a naive approach to working with it. I would describe the task directly in the prompt, press Enter, and cross my fingers. If the agent made mistakes, I would tell it how to fix them. For small tasks, this can be good enough, but as the task grows in complexity, this approach reveals several significant drawbacks. When Simple Doesn’t Scale The first problem is that the conversation becomes the only source of truth about

Agentic Browser Security: Indirect Prompt Injection in Perplexity Comet

This is the first post in a series about security and privacy challenges in agentic browsers. This vulnerability research was conducted by Artem Chaikin (Senior Mobile Security Engineer), and was written by Artem and Shivan Kaul Sahib (VP, Privacy and Security). The threat of instruction injection At Brave, we’re developing the ability for our in-browser AI assistant Leo to browse the Web on your behalf, acting as your agent. Instead of just asking “Summarize what this page says about London f

I built a tiny mac app to monitor and manage my development processes

🚧 Port Kill A lightweight macOS status bar app that monitors and manages development processes running on ports 2000-6000. The app provides real-time process detection and allows you to kill individual processes or all processes at once. Features Real-time Monitoring : Scans ports 2000-6000 every 5 seconds using lsof commands : Scans ports 2000-6000 every 5 seconds using commands Visual Status Bar Icon : Shows process count with color-coded center (green=0, red=1-9, orange=10+) : Shows proc

Today's NYT Connections Hints, Answers and Help for Aug. 24, #805

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Today's NYT Connections puzzle is a real mix. The green category reminds me that the puzzle editors love to find common words that have second meanings that are somewhat rare. Hint: "Rent" doesn't only mean money you pay to a landlord. Read on for clues and today's Connect

Today's NYT Connections: Sports Edition Hints and Answers for Aug. 24, #335

Looking for the most recent regular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles. Today's Connections: Sports Edition is tough. I played some darts in bars back in the day, but I didn't know very much about the game, apparently. Read on for hints and the answers. Connections: Sports Edition is out of beta now, making its debut on Super Bowl Sunday, Feb. 9. That's a sign th

Recreationally overengineering my location history

2025-08-19 overengineering, software It’s been a while since I published my last #overengineering blog post. That’s not because I didn’t overengineer things, I was busier starting projects as opposed to finishing projects. Today, we shall fix this lack of content. I like data. That’s about as surprising as the sun rising in the morning. A big part of that is visualizing various aspects of my life. I consider myself lucky enough to be able to travel quite a bit, so I always liked having a visua

Optimizing our way through Metroid

Will Wilson CEO Optimizing our way through Metroid Games People ask me: “why do you let your employees spend so much time playing Nintendo games?” People think we do it for the marketing. People think we do it to have cool demos. People think our blog series on learning autonomous testing concepts via how they come up in games is a pedagogical gimmick and nothing more. People are totally wrong. The honest truth, the underlying reality beneath the hype, is that this is actually how we figured

‘Blade Runner 2099’ Gets Official 2026 Window by Prime Video

Good news: we now know Blade Runner 2099 still exists, and it’s on track to hit Prime Video sometime in 2026! The target window was revealed in an internal memo from the streamer’s TV development head Laura Lancaster. Per Deadline, the memo was to announce a pair of company promotions, and in it, Lancaster remarked new co-production head Kara Smith was “pivotal” in several upcoming shows, including 2099 and the upcoming Spider-Man: Noir, which is also due in 2026. 2099 is currently in post-prod

See How David Corenswet Became Superman in His Audition Tape

The world was abuzz with speculation just a few years ago when it came time for James Gunn to cast his new Superman. Even before the part ultimately went to David Corenswet, he was being floated around as a likely candidate, and now you can watch how he got the part. YouTube account 21Casting posted the actor’s audition tape, which he performed with his wife Julia Warner. The three-minute video features him as Clark Kent being interviewed as Superman by Lois Lane over his intervention in Biayla

MasterClass deal: Get half off subscriptions for Labor Day

If you want to brush up on some skills or learn new ones, MasterClass offers a good way to do just that. The streaming service has hundreds of classes taught by professionals and experts in their fields, and now you can get a subscription for 50 percent less than usual. All MasterClass membership tiers are on sale right now, so you can sign up for as low as $5 per month. With a subscription, you could watch a class on writing taught by James Patterson, or learn cooking techniques from Thomas Ke

450× Faster Joins with Index Condition Pushdown

Introduction Readyset is designed to serve queries from cached views with sub-millisecond latency. This post focuses on the cold path—cases where a cache miss forces execution against the base tables. In these scenarios, Readyset must evaluate the query from scratch, including materializing intermediate results. The focus here is on straddled joins, where filtering predicates apply to both sides of the join in addition to the ON clause. Example: SELECT u.id, u.name, o.order_id, o.total FROM u

Topics: 00 execution join ms rows

Building A16Z's Personal AI Workstation

In the era of foundation models, multimodal AI, LLMs, and ever-larger datasets, access to raw compute is still one of the biggest bottlenecks for researchers, founders, developers, and engineers. While the cloud offers scalability, building a personal AI Workstation delivers complete control over your environment, latency reduction, custom configurations and setups, and the privacy of running all workloads locally. This post covers our version of a four-GPU workstation powered by the new NVIDIA

The Trump administration’s big Intel investment comes from already awarded grants

Intel officially announced an agreement with President Donald Trump’s administration on Friday afternoon, following Trump’s statement that the government would be taking a 10% stake in the struggling chipmaker. While Intel says the government is making an “$8.9 billion investment in Intel common stock,” the administration does not appear to be committing new funds. Instead, it’s simply making good on what Intel described as “grants previously awarded, but not yet paid, to Intel.” Specifically,

Apple reportedly prepping enterprise AI support beyond ChatGPT

On personal iPhones, users can decide whether they want Apple Intelligence to connect to ChatGPT. But on corporate devices, things can be trickier. That’s why Apple is reportedly adding support for enterprise accounts, but in a way that extends beyond its current OpenAI partnership. Here are the details. As reported by TechCrunch, with the upcoming iOS 26 update, Apple will add “the ability to configure the use of an enterprise version of OpenAI’s ChatGPT,” which offers different privacy settin

Bluesky Goes Dark in Mississippi over Age Verification Law

People in Mississippi can no longer use the social media platform Bluesky. The company announced Friday that it will be blocking all IP addresses within Mississippi for the foreseeable future in response to a recent US Supreme Court decision that allows the state to enforce strict age verification for social media platforms. According to Bluesky, Mississippi’s approach to verification “would fundamentally change” how users access the site. “We think this law creates challenges that go beyond it

‘Star Trek’ Journalists, Ranked

The potential for what journalism looks like in Star Trek is a heady idea that’s been around as long as the series itself. What does reporting the news look like in utopia? What does it mean that the Federation has its own news networks, alongside a host of interstellar media organizations? What does freedom of information mean in a universe that has Starfleet? And yet, we’ve actually had very few characters appear in the series as fully dedicated journalists and reporters. That changed a littl

Two men fell gravely ill last year; their infections link to deaths in the ’80s

Four men in Georgia, all living in the same county, mysteriously became infected with a potentially deadly soil bacterium that's normally found in the tropics and subtropics, particularly Southeast Asia and northern Australia. The four cases were tied together not just by their shared location but also by the bacterial strain; whole genome sequencing showed the bacteria causing all four infections were highly related, suggesting a shared source of their infections. But this bacterium doesn't te

Bluesky Goes Dark in Mississippi Over Age Verification Law

People in Mississippi can no longer use the social media platform Bluesky. The company announced Friday that it will be blocking all IP addresses within Mississippi for the foreseeable future in response to a recent US Supreme Court decision that allows the state to enforce strict age verification for social media platforms. According to Bluesky, Mississippi’s approach to verification “would fundamentally change” how users access the site. “We think this law creates challenges that go beyond it

Top Secret: Automatically filter sensitive information

We’ve written about how to prevent logging sensitive information when making network requests, but that approach only works if you’re dealing with parameters. What happens when you’re dealing with free text? Filtering the entire string may not be an option if an external API needs to process the value. Think chatbots or LLMs. You could use a regex to filter sensitive information (such as credit card numbers or emails), but that won’t capture everything, since not all sensitive information can

Get an Extremely Close-Up Look at Tobey Maguire’s Spider-Man Costume

Spider-Man 2 is widely considered one of the greatest comic book movies of all time—if not the greatest—and now you can own a piece of Hollywood history, or at least admire it in some very up-close new photos, thanks to an upcoming auction offering Tobey Maguire’s screen-used Spider-suit. As a bonus, the suit was also used in the much less-beloved Spider-Man 3, so it’s also got some genuine Hollywood notoriety attached to it, too. The suit is yet another jaw-dropping addition to Propstore’s upc

Aspiration co-founder to plead guilty to $248M fraud scheme

Sustainability-focused fintech Aspiration was flying high a few years ago, attracting famous investors including Orlando Bloom, Leonardo DiCaprio, and Robert Downey Jr. Now, its co-founder will plead guilty to helping perpetuate a $248 million fraud scheme, according to U.S. attorneys. Joseph Sanberg, who was arrested in March, has agreed to plead guilty to two counts of wire fraud, felony counts that could land him in prison for up to 20 years each. “This so-called ‘anti-poverty’ activist has

Today's NYT Connections Hints, Answers and Help for Aug. 23, #804

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. The NYT Connections puzzle is often tough, but today's is next-level tough. The blue category went wild with long, almost archaic vocabulary. See my rant below when I spoil the blue category for you. Read on for clues and today's Connections answers. The Times now has a C

Today's NYT Connections: Sports Edition Hints and Answers for Aug. 23, #334

Looking for the most recent regular Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles. Today's Connections: Sports Edition might be tough. Not sure how many people who play this are up on Six Nations Rugby. Read on for hints and the answers. Connections: Sports Edition is out of beta now, making its debut on Super Bowl Sunday, Feb. 9. That's a sign that the game has earned enou