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HOW DESIGN RADICALLY TRANSFORMED A DYING INDUSTRY

Jacek Utko, a former architect turned newspaper art director, transformed struggling newspapers into award-winning successes through bold, user-focused design. Inspired by Cirque du Soleil's creativity, he reimagined newspapers as visual “performance art,” aligning design with business goals and reader experience. His redesigns in Eastern Europe boosted circulation by up to 100%, increased ad revenue, and earned multiple international design awards, proving how strategic design can drive both innovation and measurable business growth.

2025.10.06
uxdesign.cc6 min readTLDR Design

HOW DOUBLE DIAMOND REVIVED A RETRO BRAND WITHOUT IT FEELING DATED

The revival of the classic British beer brand Double Diamond brings nostalgic charm with a modern twist. Originally brewed in 1876 and once a UK best-seller, it faded with changing tastes but has now been relaunched by Jamie Allsopp and Steve Holt using original recipes. Designer Alec Tear and illustrator Satoshi Hashimoto refreshed its iconic logo, typeface, and mascot, blending heritage with contemporary appeal. The result evokes traditional pub culture while feeling bold and relevant to today's drinkers.

2025.10.06
creativebloq.com4 min readTLDR Design

BRANDON CONSULTANTS DESIGNS NEW PIZZAEXPRESS SPECIALS RANGE

PizzaExpress has launched a new “Specials” range to bring its restaurant experience into homes, responding to the rise of at-home “fakeaways.” Designed by Brandon Consultants, the packaging features real pizzaiolos proudly presenting their creations, emphasizing craftsmanship and human connection while standing out in the crowded chilled aisle. The refreshed design links the new range to the classic line through consistent visual elements, blending PizzaExpress's artistic heritage with a warm, premium feel that evokes its emotional place in British culture.

2025.10.06
designweek.co.uk5 min readTLDR Design

WHY STICKY NAVIGATION CAN UNDERMINE ACCESSIBILITY

Sticky navigation often undermines accessibility by consuming screen space, blocking content, disrupting screen readers, and causing problems when combined with magnification, especially on mobile devices.

2025.10.06
buttondown.com5 min readTLDR Design

THIS VIRAL ELEPHANT OPTICAL ILLUSION IS PURE MAGIC

A new viral optical illusion by Science Magician Matt Pritchard features a circle of purple elephants that seem to change brightness as you look at them, demonstrating how color theory and visual perception can trick the eye even without digital effects.

2025.10.06
creativebloq.com2 min readTLDR Design

Sponsored

TESTING

If slow QA processes bottleneck you or your software engineering team and you're releasing slower because of it — you need to check out QA Wolf.

2025.10.06
qawolf.comSponsorTLDR Dev

CONSISTENT HASHING

Consistent hashing is an algorithm that minimizes key recomputation when a hash table's size changes, specifically in distributed caching scenarios. The traditional hashing approach suffers from complete cache invalidation upon node additions or removals. Consistent hashing maps both nodes and items onto a circle, assigning items to the nearest node clockwise, limiting the impact of node changes.

2025.10.06
eli.thegreenplace.net12 min readTLDR Dev

WHICH TABLE FORMAT DO LLMS UNDERSTAND BEST? (RESULTS FOR 11 FORMATS)

This study tested 11 different data formats for LLM understanding by feeding GPT-4.1-nano 1,000 employee records and assessing its ability to answer questions accurately. Markdown-KV had the highest accuracy, while CSV and JSONL performed poorly, suggesting that format impacts LLM comprehension a lot. However, Markdown-KV also used more tokens than the most token-efficient format of CSV.

2025.10.06
improvingagents.com9 min readTLDR Dev

LORA WITHOUT REGRET

The Thinking Machines Lab published research on Low-Rank Adaptation (LoRA), a more efficient fine-tuning method for LLMs. Their findings show that LoRA can achieve similar performance to full fine-tuning when applied to all layers, especially MLP layers, and when not constrained by capacity limitations relative to dataset size. The study also found that optimal learning rates for LoRA are consistently 10x higher than those for full fine-tuning, and offers insights into setting LoRA hyperparameters.

2025.10.06
thinkingmachines.ai33 min readTLDR Dev

HOW I INFLUENCE TECH COMPANY POLITICS AS A STAFF SOFTWARE ENGINEER

While engineers are often tools in the game of corporate politics, they can strategically align their skills and ideas with company-wide mandates or executive priorities. By preparing multiple technical solutions that address various organizational concerns, engineers can proactively offer solutions when the "flavor of the month" arises. This allows engineers to control the direction of technical programs and avoid the implementation of less effective ideas.

2025.10.06
seangoedecke.com8 min readTLDR Dev

FOCUS IS SAYING NO. SOFTWARE MODERNIZATION PROJECTS DILEMMA

It's important to prioritize tasks that drive measurable business impact over technical improvements that lack user value. This dev spent time focusing on software modernization without considering business priorities, which ended up slowing down his career advancement.

2025.10.06
medium.com3 min readTLDR Dev

Sponsored

THE SIMPLE WAY TO ADD DOMAIN SEARCH, PURCHASE, AND SETUP TO YOUR APP

Make onboarding and deployment easier for your customers with integrated domain features - without building them from scratch. The name.com API is simple, scalable, and built for AI-assisted development. It's free and quick to sign up, so you can get your API token and start building today.

2025.10.06
name.comSponsorTLDR Dev

INTRODUCING THE JULES API

The Jules API allows for programmatic access to Jules' capabilities for automation and integration into software development workflows. The API allows for custom integrations with tools like Slack and project management software, as well as integration into CI/CD pipelines.

2025.10.06
jules.google2 min readTLDR Dev

SERA UI

Sera UI is an open-source UI component library built for React and Next.js, using Tailwind CSS for easy customization and responsive design. It has pre-built, reusable components with engaging animations powered by Framer Motion and built-in Lucide React icons.

2025.10.06
github.comGitHub repositoryTLDR Dev

RUN

Run is a command-line tool built in Rust that acts as a polyglot command runner and REPL for over 25 programming languages. It simplifies multi-language development by providing a unified interface for executing code, removing the need to manage individual compilers and interpreters.

2025.10.06
github.comGitHub repositoryTLDR Dev

SORA UPDATE #1

Sora is implementing two major changes based on user feedback: granting rightsholders greater control over character generation, including options to limit or prevent their use, and exploring revenue-sharing models for videos featuring their characters. This control addresses rightsholders' interest in "interactive fan fiction" while allowing them to manage character usage.

2025.10.06
blog.samaltman.com2 min readTLDR Dev

ERA OF AI SLOP CLEANUP HAS BEGUN

The increasing use of AI and vibe coding is leading to a surge of poorly written code, creating a need for skilled devs to clean up the mess.

2025.10.06
bytesizedbets.com8 min readTLDR Dev

THE BEST WORST HACK THAT SAVED OUR BACON

This dev's team averted a potential calendar system crash by implementing a temporary, unconventional solution (using negative integers for primary keys) to buy time for a proper migration without disrupting customer integrations.

2025.10.06
jeffersonheard.ghost.io3 min readTLDR Dev

MANAGING CONTEXT ON THE CLAUDE DEVELOPER PLATFORM

Anthropic's Claude Developer Platform now offers context editing and a memory tool, powered by Claude Sonnet 4.5, to let devs build more capable AI agents that can handle long-running tasks by managing context windows.

2025.10.06
anthropic.com4 min readTLDR Dev

VENTURE CAPITAL'S CAUTIOUS REAWAKENING

VCs are taking more discovery meetings, but the bar is higher than ever - they want founders with real operating experience after getting burned by younger teams who couldn't execute. AI companies are growing 2-5x faster than historical SaaS peers and command an 85% valuation premium, but investors are warning founders not to over-raise or hire ahead of milestones.

2025.10.06
mtlc.co2 min readTLDR Founders

NAVEEN RAO'S NEW AI HARDWARE STARTUP TARGETS $5B VALUATION WITH BACKING FROM A16Z, SOURCES SAY

Naveen Rao's new startup, Unconventional, Inc., aims to raise $1 billion at a $5 billion valuation to develop a novel computer system with brain-like efficiency. Andreessen Horowitz, Lightspeed, Lux Capital, and Databricks are backing the venture, which plans to compete with Nvidia by designing custom AI hardware. Rao, a former AI leader at Databricks, has a successful track record with previous startups like MosaicML and Nervana Systems.

2025.10.06
techcrunch.com2 min readTLDR Founders

WITH ITS LATEST ACQUI-HIRE, OPENAI IS DOUBLING DOWN ON PERSONALIZED CONSUMER AI

OpenAI acquired Roi, an AI-powered personal finance app. CEO Sujith Vishwajith will be the only team member joining OpenAI. This move continues OpenAI's trend of acqui-hires targeting personalization-focused technology, enhancing its consumer applications like Pulse and Sora. The acquisition supports OpenAI's strategy to develop adaptive AI products and boost revenue from consumer apps.

2025.10.06
techcrunch.com3 min readTLDR Founders

HOW YOU.COM SURVIVED CHATGPT WITH A PIVOT TO ENTERPRISE AI

You.com shifted from consumer search to enterprise AI, offering search APIs and complex data analytics to businesses following ChatGPT's launch. Competing with Google and others in the AI market, You.com leverages its own search infrastructure to deliver detailed reports and agent-based solutions like business analytics and financial analysis. The company also introduced Auto Mode for integrating multiple LLMs. It has secured $100M in VC funding to expand its agent-centric services.

2025.10.06
thenewstack.io8 min readTLDR Founders

BASE, BEST, WORST: YOUR 2026 PLANNING FRAMEWORK

Building one annual plan forces founders to pretend everything goes perfectly - sales hit quota, marketing scales efficiently, and nobody quits. Instead, build three parallel plans with different growth targets and burn rates. Your base case uses actual historical data. Best case adds upside from partnerships or new products. Worst-case accounts for churn spikes or funding delays. The power is in pre-agreeing what triggers each scenario - if you hit X revenue in Q2, unlock Y hires. If conversion misses for two quarters, cut Z budget. Bring GTM leadership together to pressure test the assumptions before finalizing, then share one plan with the company, but review all three with the board quarterly.

2025.10.06
dearstage2.com5 min readTLDR Founders

ALPHA IN THE AGE OF AGREEMENT

Seed and Series A valuations are soaring, often starting at $100M pre-money, with investment decisions happening in mere hours. VCs are prioritizing big follow-on rounds and targeting AI applications, driving uniformity in investment strategies. The challenge is generating alpha by balancing short-term contrarianism with long-term insights in an overwhelmingly consensus-driven market.

2025.10.06
newsletter.angularventures.com10 min readTLDR Founders

NEXUS

Nexus enables Business teams to build AI agents without code.

2025.10.06
agent.nexusToolTLDR Founders

HEYHELP

An AI assistant for Gmail that sorts emails, highlights priorities, drafts replies, and blocks spam.

2025.10.06
heyhelp.aiToolTLDR Founders

996 IS NOT YOUR COMPETITION

The 996 crowd posts their suffering like medals, screenshotting their commits and counting their hours - they're performing intensity to avoid asking if they even care. You can't beat someone who thinks they're playing. When you genuinely love what you're building, hours disappear, and you're not counting because you're playing. Your 0.1% equity is probably worthless, and the expected value is less than staying at Google, but the math was never the point - the joy is. Intensity without belief just leads to burnout, that weight you feel every Sunday night.

2025.10.06
writing.nikunjk.com3 min readTLDR Founders

LANGUAGE AGNOSTIC PROGRAMMING: WHY YOU MAY STILL NEED CODE

People claim English will replace programming languages entirely, but developers aren't buying it. Even if AI writes all your code, someone still has to debug it when things break, and natural language is too ambiguous for that. What if AI let you read code in whatever language you want, regardless of what it's written in? The codebase is written in Rust, but you debug in Python while your teammate reads it as TypeScript, with AI handling translation. This could kill the eternal problem of onboarding engineers who don't know your stack, though it requires AI fast enough to feel instant.

2025.10.06
links.tldrnewsletter.com4 min readTLDR Founders

THE JOY OF SMALL MARKETS

Small markets can offer a more stable path to wealth compared to large ones due to "relative scale" advantages. Being a dominant player in a small market allows a company to sustain steady earnings that aren't threatened by smaller or larger competitors. Large companies often see these markets as too costly and small to enter, making them less competitive and more lucrative for those within.

2025.10.06
commoncog.com5 min readTLDR Founders

SAYING LESS

Telling people your plans before executing them creates a false sense of accomplishment that makes follow-through less likely - you get the social reward without doing the work.

2025.10.06
readgoodtimes.com3 min readTLDR Founders

Sponsored

Your threat intelligence is only as good as the data that feeds into it - and no amount of AI will change that. If you're relying on the same static data feeds as everyone else, you're likely to fall into the same traps.

2025.10.06
go.flashpoint.ioSponsorTLDR InfoSec

DISCORD DISCLOSES DATA BREACH AFTER HACKERS STEAL SUPPORT TICKETS

Discord suffered a data breach on September 20. The Scattered Lapsus$ Hunters threat group compromised a third-party Zendesk customer service system, stealing personal data, including names, government IDs, partial payment information, and support communications from users who contacted Discord's support teams. The attackers demanded a ransom payment and threatened to leak the stolen data, which security experts warn could be valuable for solving cryptocurrency-related crimes, as many scammers use Discord without proper anonymization. Organizations should review their third-party vendor access controls, implement additional monitoring for customer service platforms, and ensure incident response procedures include immediate isolation of compromised third-party systems.

2025.10.06
bleepingcomputer.com3 min readTLDR InfoSec

HACKING GROUP CLAIMS THEFT OF 1 BILLION RECORDS FROM SALESFORCE CUSTOMER DATABASES

A hacking group known by several names, including Scattered Spider and ShinyHunters, claims to have stolen approximately a billion records from companies using Salesforce cloud databases. The group is extorting victims with threats to leak stolen data unless ransoms are paid. Multiple major companies are affected. Salesforce denies any breach of its platform or vulnerabilities in its systems.

2025.10.06
techcrunch.com3 min readTLDR InfoSec

RESEARCHERS WARN OF SELF-SPREADING WHATSAPP MALWARE NAMED SORVEPOTEL

SORVEPOTEL is a self-propagating malware campaign targeting Brazilian users that spreads through WhatsApp by exploiting social trust and sending malicious ZIP file attachments disguised as receipts or health app files. The attack chain begins with phishing messages from compromised contacts, which leads victims to open Windows shortcut files that execute PowerShell scripts to download payloads from external servers and establish persistence via the Windows Startup folder. Once installed, the malware automatically detects active WhatsApp Web sessions and mass-distributes the malicious ZIP files to all contacts and groups, prioritizing rapid propagation over data theft and frequently resulting in account bans due to spam violations.

2025.10.06
thehackernews.com2 min readTLDR InfoSec

POINTER LEAKS THROUGH POINTER-KEYED DATA STRUCTURES

Google Project Zero demonstrated a novel technique to remotely leak memory addresses without memory safety violations by exploiting pointer-keyed data structures in Apple's NSKeyedArchiver serialization. The attack works by crafting specific NSDictionary objects with carefully chosen NSNumber keys to control hash bucket placement, then using the serialized ordering of an NSNull singleton (whose hash is its memory address) to determine its location in the shared cache. While theoretical and requiring a deserialize-reserialize attack surface, this technique demonstrates how pointer-based hashing in keyed data structures can leak addresses even without timing attacks. Organizations should audit serialization endpoints and consider using keyed hash functions instead of raw pointer addresses for object hashing.

2025.10.06
googleprojectzero.blogspot.com13 min readTLDR InfoSec