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IMAGES AND VIDEOS FROM REDDIT

Search and discover thousands of Reddit images, videos, and GIFs.

TURN YOUR PRODUCT IDEAS INTO REALITY

Komposo helps designers and developers clone any website or web app UI, customize designs with AI prompts, and export to code instantly.

SYSTEMS, STABLES, AND STARS

Even mature organizations with sophisticated systems consistently rely on the same handful of star performers for critical, high-stakes problems rather than routing work through standard channels. Systems effectively raise the floor by handling routine work at scale, but star performers raise the ceiling by tackling novel, ambiguous challenges that resist systematization. The key is using both strategically: building robust systems for predictable work while maintaining a parallel structure where exceptional talent operates as "free agents," moving fluidly across boundaries to address unprecedented problems.

ON THE CONSUMPTION OF AI-GENERATED CONTENT AT SCALE

AI-generated content is eroding the ability to process information through signal degradation and through verification erosion, as generating plausible content has become cheap while verifying accuracy remains expensive and difficult. This matters because consumers losing the ability to distinguish quality from mediocrity threatens both safety and the development of taste. Two potential solutions: teach AI systems the reasoning behind communication techniques rather than just the patterns, and ground AI confidence in "hypothetical grounding spaces".

DNCO REIMAGINES AMSTERDAM'S ZUIDAS AS 'ZUDO': A NEW VILLAGE IDENTITY FOR THE CITY'S BUSINESS DISTRICT

Zuidas, Amsterdam's business district, long viewed as a cold corporate district, is being rebranded as a place people might genuinely want to live. After extensive community research, DNCO introduced Zudo—“a village for Zuidas”—an identity that blends business ambition with neighbourhood warmth. With a custom hybrid typeface, playful bilingual wording, and everyday illustrations, the branding highlights human-scale living and has been well received by residents and the city.

ILLUSTRATOR CREATES COZY GRUNLING WORLDS WITH ANTHROPOMORPHIC FRUITS AND VEGETABLES

Johanna Forster, a German illustrator and character designer, creates "Grunlings" – anthropomorphic fruits, vegetables, and plant spirits inhabiting a bright, cozy fantasy world rendered in soft pastels, using Procreate.

THE FIVE PINTEREST TRENDS WORTH FOLLOWING IN 2026

Pinterest has released its 2026 trend predictions based on user data, highlighting five key aesthetic directions for the coming year.

Get the guide ↗️

DENIAL OF SERVICE AND SOURCE CODE EXPOSURE IN REACT SERVER COMPONENTS

The React team has disclosed new high-severity Denial of Service (DoS) and medium-severity Source Code Exposure vulnerabilities in React Server Components. The DoS allows malicious requests to hang servers, while the exposure can leak hardcoded secrets from server functions, though neither enables Remote Code Execution. These issues are follow-ups to the recent React2Shell vulnerability. Previous patches (19.0.2, 19.1.3, and 19.2.2) were incomplete.

RED HERRINGS AND AI SLOP: DEBUNKING REACT2SHELL MISINFORMATION

This article debunks widespread misinformation about the React2Shell vulnerability, explaining how React's 700-line obfuscated patch led researchers and AI tools to chase false leads like the $F primitive and property traversal gadgets that couldn't actually be exploited. The real vulnerability occurs much earlier in the RSC request lifecycle than expected, affecting any server processing RSC requests through multipart/form-data payloads with specific Flight protocol operators.

PROGRAMMERS AND SOFTWARE DEVELOPERS LOST THE PLOT ON NAMING THEIR TOOLS

Modern software development increasingly uses obscure or "fun" names for tools and libraries, rather than descriptive ones, causing a cognitive burden for developers. This is different from other engineering fields and earlier programming practices, which prioritize clarity and function in their naming.

CRAFT SOFTWARE THAT MAKES PEOPLE FEEL SOMETHING

This dev paused his development on Boo, a personal code editor they built solely for themselves, to work on a new programming language. Boo was never intended for mainstream use or open-sourcing, and the repetitive work of it ruined their joy and ability to create inspiring software.

INTRODUCING GPT-5.2

OpenAI has launched GPT-5.2, its most advanced frontier model, designed for professional knowledge work and long-running agents. This new model sets state-of-the-art benchmarks across various areas, including coding, long-context understanding, vision, tool-calling, and factuality, performing at or above human expert levels in knowledge tasks.

VOTE FOR THE WEB FEATURES YOU WANT TO SEE

A new upvote system has been launched across web platforms like web.dev and caniuse.com for devs to directly vote for which web features are most important to them for browser vendors to prioritize.

AN SVG IS ALL YOU NEED

SVG files can be used to create interactive, permanent, and shareable environments for scientific papers. They are powerful vector graphics that can embed data, be processed client-side to generate visualizations, and have interactive controls without server-side support. This makes them durable and easily shareable.

PRODUCT ENGINEERING TEAMS MUST OWN SUPPLY CHAIN RISK

Modern software products are assembled from various third-party components, creating a complex "software supply chain" that is an easy target for attacks due to historically implicit trust. This vulnerability leads to risks like credential theft and widespread compromise, negatively impacting product outcomes, customer trust, and business revenue. The solution is to make trust explicit and verifiable using cryptographic attestations and frameworks to prove the origin and integrity of dependencies.

BIDICALC

bidicalc is a bidirectional calculator that can change variable cells so that formula results match changes made.

HOW AI CODING AGENTS HID A TIMEBOMB IN OUR APP

If something matters, you have to encode it as a test, not just write a comment about it.

DEPRECATE LIKE YOU MEAN IT

Traditional deprecation warnings are ineffective, so a funny way to force migration to newer versions is to make deprecated functions progressively return incorrect results.

BUILD WITH GEMINI DEEP RESEARCH

Gemini Deep Research is now available to developers via the new Interactions API.

Find your ideal pricing model >>

8 TAKEAWAYS FROM CARTA'S STATE OF SEED REPORT

Seed funding is back to near-peak levels, but the money is significantly harder to touch. Investors are piling more cash into fewer rounds, essentially ignoring everything outside of SF and NY. The most telling stat is headcount: the average seed startup has slimmed down from 10 people to just 6, likely because AI is picking up the slack. However, don't let the tools fool you into going it alone: VCs still fund co-founders at double the rate of solo acts, despite the data showing that 25% of those partnerships end in a breakup by year four.

HARDWARE IS A FRUIT

The feedback loop for physical products is speeding up. We used to assume that building hardware meant long timelines and high costs for every mistake. That dynamic is fading. Modern simulation tools and AI assistants now let engineers iterate on physical designs almost as fast as they write code. The barrier to entry is shifting from manufacturing logistics to pure design capability.

DRIVING EXTREME CLARITY

At your startup, it's important to recognize that a "messy yes" is often more dangerous than a hard "no." Teams tend to drift into "strategic ambiguity" - nodding along to avoid conflict without actually agreeing on the trade-offs. The fix is to force the friction upfront: make the team stack-rank priorities (no ties allowed) and write down exactly where you disagree.

RL IN REAL LIFE: DURABLE MOATS

Reinforcement learning (RL) has gone from being a promising path towards general intelligence to a taboo phrase over the past year. It has proved highly effective inside AI labs, but outside of the labs, its use cases remain surprisingly underdeveloped. Most efforts appear to be largely experimental and have yet to scratch the surface of the sophisticated techniques used within the frontier labs. This post looks at the intricacies of building effective RL approaches, assesses current use cases, and discusses what founders should consider when commercializing RL-based systems.

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SAFEBOOKS AI

Safebooks is an intelligent automation layer for quote-to-revenue finance operations.

ROARK

Roark is a platform to test, monitor, and improve AI voice agents with simulations and call analytics.

DOOLA: AI CO-FOUNDER

doola is an AI assistant that automates back-office tasks for e-commerce entrepreneurs.

A FEW THOUGHTS ON CONVICTION

The venture capital industry is full of sheep. Funds blindly follow others without thinking for themselves. They lack all conviction. As a result, they don't blaze new trails - and blazing new trails is the only way to earn outsized returns in a hyper-competitive market as an investor or an operator.

WHY STARTUPS DIE

Most startups eventually fail. This is rarely because of competition. Most of the time, their demise is self-inflicted by internal issues. The biggest threats usually come from within the company's own walls, not from the outside world.

IN 2025, I THOUGHT A LOT ABOUT THE THINGS I WANT TO SAY TO MY BOSS

Leadership can't fake that they care because people can feel it.

55% OF ALL DEPARTMENTAL AI SPEND IS NOW ON CODING. AND IT'S NOT SLOWING DOWN

It turns out the real money in AI isn't going to chatbots or marketing copy - it's almost entirely still going to code.

DIFFUSION OF AI ACROSS VERTICAL MARKETS

AI adoption isn't a singular event - it's a staged progression.

HOW TO USE AI AGENTS FOR MARKETING

SafetyCulture leverages AI agents to optimize marketing by achieving near-100% lead enrichment, doubling opportunity creation, and tripling meeting booking rates.

SPECIALIZED STABLECOIN FINTECHS

Stablecoins change the economics of building financial products and make specialization possible.

Use code ZTWTLDR26 for $200 off your all-access pass

PIERCE COUNTY LIBRARY DATA BREACH IMPACTS 340,000

SECURITY FLAWS IN FREEDOM CHAT APP EXPOSED USERS' PHONE NUMBERS AND PINS

Two major flaws in Freedom Chat have been discovered: one allowed attackers to enumerate nearly 2,000 users' phone numbers by mass-guessing them against the app's servers, and another leaked users' PIN codes to everyone in the default public channel via backend responses. Freedom Chat reset all PINs, tightened rate limiting, removed exposed numbers, and shipped an updated version. This is founder Tanner Haas' second messaging app to face serious security issues.

NEW OPENAI MODELS LIKELY POSE “HIGH” CYBERSECURITY RISK

OpenAI has stated that the cybersecurity capabilities of its frontier models are accelerating rapidly and that upcoming models are likely to pose a “high” risk. OpenAI notes that in August, GPT-5 scored 27% on a CTF, whereas last month GPT-5.1-Codex-Max scored 76%. OpenAI's Fouad Martin points to the models' ability to work for extended periods as a driving force behind this.

INFOSTEALER HAS ENTERED THE CHAT

Criminals are exploiting interest in OpenAI's Atlas browser by buying Google ads that point to a shared ChatGPT conversation posing as an installation guide for a macOS “Atlas browser.” The guide instructs users to run a one‑line Terminal command that silently downloads a script, steals credentials, and deploys the AMOS infostealer, which exfiltrates browser data, crypto‑wallet info, documents, and more, while also installing a backdoor for persistent remote access.

SECURING MCP SERVERS WITH 1PASSWORD

MCP (Model Context Protocol) server configurations used by AI development tools like Cursor and Claude Code typically store plaintext API keys in mcp.json files, creating a risk of credential exposure when repositories are pushed to version control or shared with teammates. Developers can eliminate this risk by storing secrets in 1Password vaults, referencing them using op://vault/item/field syntax in .env files, and launching MCP servers with the 1Password CLI command op run --env-file=.env to dynamically inject credentials at runtime without persisting them on disk. This pattern ensures secrets are decrypted only in memory during process execution and automatically disappear when the process exits, preventing accidental exposure in Git history while maintaining developer productivity.

WEAPONIZING THE AWS CLI FOR PERSISTENCE

The AWS CLI allows users to define command aliases that can run arbitrary bash commands. A limitation that previous work faced when trying to abuse aliases was that if an attacker overwrote a command (such as `aws sts`) with a malicious alias, they could not call the original command. This post introduces a one-liner that dynamically modifies the alias file to restore the original command so it can be used in the malicious alias and then restores the malicious alias after running.

Secure your spot today!