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COMPILE-TIME JSON DESERIALIZATION IN C++

C++ doesn't directly support pattern matching like some languages, but template specialization can achieve similar results. This enables type-safe JSON deserialization at compile time. By employing constexpr functions and a lazy parsing approach, the deserialization process can occur at compile time, allowing for compile-time assertions on JSON data.

2024.07.10
links.tldrnewsletter.com11 min readTLDR Web Dev

DON'T USE BOOLEANS

Enums offer several advantages over booleans, such as improved readability, explicit typing for better error handling, and easier behavior-driven development with extendability for future features. The overhead of enums is minor compared to the benefits.

2024.07.10
luu.io4 min readTLDR Web Dev

COMMON ANTI-PATTERNS IN GO WEB APPLICATIONS

Building user-facing applications can be boring compared to low-level programming, but the challenge of avoiding unmaintainable code makes it rewarding. Loose coupling is key to maintainable applications, and over-reliance on DRY can lead to strong coupling and complexity. Use separate models for different responsibilities and clear code generation to improve maintainability and clarity.

2024.07.10
threedots.tech18 min readTLDR Web Dev

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📕 FREE O'REILLY EBOOK: GENERATIVE AI ON AWS

Want to understand GenAI? Ditch the clickbaity Twitter and LinkedIn posts and read this O'Reilly ebook [10] (offered free by DoiT). This is the technical GenAI resource [10] you've been looking for, covering everything from use case definition, model training, prompt engineering, RAG, to deployment on AWS. Get the free ebook from DoiT [10] 📥

2024.07.10
resources.doit.comSponsorTLDR Web Dev

PARALLEL DOM

Parallel DOM makes your web apps faster by parallelizing away heavy DOM operations.

2024.07.10
pdom.devToolTLDR Web Dev

CRAWLEE FOR PYTHON

Crawlee is a web scraping and browser automation library. It supports both BeautifulSoup and Playwright crawling for more reliable web crawlers. It also supports type hints in Python, headless browsers, automatic scaling, and proxy management.

2024.07.10
crawlee.devToolTLDR Web Dev

PGVECTOR-NODE

The `pgvector-node` library provides Node.js and TypeScript support for integrating vector operations with PostgreSQL across multiple database libraries. It allows the creation of tables with vector fields, insertion of vectors, and retrieval of nearest neighbors using various distance metrics. The library also supports creating approximate indexes for efficient vector similarity searches.

2024.07.10
github.comGitHub repositoryTLDR Web Dev

WHAT IS OLD IS NEW AGAIN

Rising interest rates on the tech industry have affected everything - the job markets, VC funding, IPOs, and layoffs. Macroeconomic changes are continuing to shape the landscape for the tech and software industries. However, these cycles happen every so often, and eventually, the job market will recover.

2024.07.10
open.substack.com15 min readTLDR Web Dev

INSIDE THE US GOVERNMENT'S BRILLIANTLY BORING WEBSITES

The US government created a unified web design system (USWDS) and a custom typeface (Public Sans) to improve the accessibility and functionality of federal websites. The USWDS, developed by the US Digital Service, provides guidelines and components for consistent design. This initiative was launched in response to the fragmented and inconsistent design of earlier government websites, which often posed a problem for public access to essential services.

2024.07.10
technologyreview.com3 min readTLDR Web Dev

TOTAL TYPESCRIPT: ESSENTIALS

Total TypeScript: Essentials is a free book for devs of all levels to learn advanced type manipulation and real-world application development patterns in TypeScript.

2024.07.10
totaltypescript.comToolTLDR Web Dev

TEGON

Tegon is an open-source issue tracking software that uses AI to smartly automate manual tasks, workflows, and provide more context to engineers for a given task.

2024.07.10
github.comGitHub repositoryTLDR Web Dev

TURBOPUFFER

Turbopuffer is a new search engine that leverages object storage for cost-effectiveness and scalability, making it an accessible solution for companies seeking to implement vector search and semantic search features.

2024.07.10
turbopuffer.com9 min readTLDR Web Dev

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2024.07.09
workos.comSponsorTLDR

TESLA'S UPCOMING MODEL Y, PROJECT JUNIPER, SPOTTED WITH FRONT BUMPER CAMERA; COMING IN 2025

A Reddit user recently snapped a picture of a covered-up Model Y thought to be the refreshed Model Y codenamed Juniper. Engineering test vehicles have been spotted near Giga Texas and the Fremont factory in California. The vehicle appears to be following a trajectory for an early to mid-2025 launch. It is expected to be released in China first before launching in North America and Europe.

2024.07.09
notateslaapp.com4 min readTLDR

CHATGPT MIGHT RULE THE AI CHATBOTS — BUT IT CAN'T BEAT GOOGLE SEARCH

Google's global search market share bumped up to 91.1% in June while ChatGPT's web visits fell 12%. Rising ad revenue from Google Search helped boost the company's profits by nearly 60% in the first quarter. Google's AI overviews may be helping Google Search grow its footprint. Integrating AI into its products will likely help drive higher usage and increase monetization across Google.

2024.07.09
qz.com3 min readTLDR

THE MISSION FOR EUROPE'S NEW ROCKET: CHALLENGE SPACEX

Europe is preparing to test launch a new single-use rocket, the Ariane 6 rocket, from French Guiana today. Development of the rocket was aimed at reducing the EU's reliance on SpaceX. Europe's satellites and military intelligence have come to depend on SpaceX. Officials fear that Europe and its armies may need to rely on the US company even during warfare.

2024.07.09
links.tldrnewsletter.com9 min readTLDR

NEW FIBER OPTICS TECH SMASHES DATA RATE RECORD

Researchers from Japan and the UK have smashed the world record for fiber-optic communications through commercial-grade fiber by producing data rates four times as fast as existing commercial systems. They achieved this by using optical amplifiers to boost signals across less frequently used communication bands. The system can push 402 terabits per second (Tbps) through the kinds of fiber-optic cables that are already in the ground and underneath the oceans. The researchers believe that it may be possible to push even further and reach up to 600 Tbps speeds.

2024.07.09
spectrum.ieee.org4 min readTLDR

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2024.07.09
advertise.tldr.techSponsorTLDR

REVERSE ENGINEERING TICKETMASTER'S ROTATING BARCODES

TicketMaster issues tickets via a system called Mobile Entry, or SafeTix. The system displays a form of rotating barcode that refreshes every few seconds. It prevents people from printing or screenshotting the tickets they purchased. This article explains how the system works - it's possible to duplicate these barcodes in custom apps and even resell tickets outside of TicketMaster's closed marketplace.

2024.07.09
conduition.io18 min readTLDR

DEVREL'S DEATH AS ZERO INTEREST RATE PHENOMENON

DevRel's excesses in 2020-2022 was a Zero Interest Rate Phenomenon and we are now seeing a relative right-sizing of expectations. The bad behavior during that period contributed to a crisis of confidence in DevRel. This post looks at the mistakes made by companies in those years and suggests ways to improve DevRel so the field stays relevant.

2024.07.09
dx.tips6 min readTLDR

‘WE'RE LIVING IN A NIGHTMARE:' INSIDE THE HEALTH CRISIS OF A TEXAS BITCOIN TOWN

Residents in Granbury, Texas are experiencing negative health effects from a nearby Bitcoin mining facility. The facility generates a hum that exceeds legal noise ordinances on a daily basis. At least 10 people have gone to urgent care or the emergency room due to symptoms caused by the facility. While there are no major medical studies on the impacts of living near Bitcoin mining facilities, there is an increasing body of research that links prolonged exposure to noise pollution with cardiovascular damage.

2024.07.09
time.com22 min readTLDR

THE RIGHT KIND OF STUBBORN

Persistence and obstinance may seem similar, but they're different kinds of behavior. Obstinate people won't listen - that's not true of all determined people. Persistent people are attached to goals, whereas the obstinate are attached to their ideas about how to reach them. Obstinate people are often disproportionately likely to be attached to the wrong details. Persistence often requires one to change their mind. Successful people are often most engaged when you disagree with them.

2024.07.09
paulgraham.com13 min readTLDR

THE VR WINTER CONTINUES

Meta has spent at least $50 billion developing AR and VR, but devices are still not good or cheap enough and the user base is flat.

2024.07.09
ben-evans.com2 min readTLDR

THE E.U. GOES TOO FAR

The EU is leading the world in tech regulation, but it doesn't build anything pertinent to technology.

2024.07.09
stratechery.com35 min readTLDR

GOOGLE DEEPMIND'S AI RAT BRAINS COULD MAKE ROBOTS SCURRY LIKE THE REAL THING

DeepMind and Harvard University developed a virtual rat with AI neural networks trained on actual rat movements and neural patterns to probe the brain circuits responsible for complex motor skills. This bio-inspired AI has the capacity to generalize learned movement skills to new environments, offering insights into brain function and advancing robotics. The research demonstrates that digital simulations can effectively mimic and decode neural activity related to different behaviors.

2024.07.09
singularityhub.com5 min readTLDR AI

CONTROL IN VISUAL AI GENERATION

PartCraft is a new method in generative visual AI that allows users to select visual concepts by parts, moving beyond traditional text or sketch-based methods.

2024.07.09
arxiv.org21 min readTLDR AI

AUTONOMOUS AI AGENTS

AriGraph is a novel method that helps AI agents build a memory graph integrating both semantic and episodic memories.

2024.07.09
arxiv.org18 min readTLDR AI

SAE

EleutherAI trained SAEs for Llama 3 8B and released weights and the library code.

2024.07.09
github.comGitHub repositoryTLDR AI

MINFERENCE

Microsoft's Minference dramatically speeds up supported models' inference with a number of system improvements.

2024.07.09
github.comGitHub repositoryTLDR AI

MICRO AGENT

An AI agent that writes and fixes code for you.

2024.07.09
github.comGitHub repositoryTLDR AI

SUPER-RESOLUTION FOR ANY SCALE

AnySR is a new approach to single-image super-resolution (SISR) that enhances efficiency and scalability. Unlike traditional methods, AnySR supports the 'Any-Scale, Any-Resource' implementation, reducing resource needs for smaller scales without additional parameters.

2024.07.09
github.comGitHub repositoryTLDR AI

3D POSE ESTIMATION FROM VIDEOS

Researchers have developed a new approach to estimating category-level 3D poses from casual, object-centric videos without human supervision.

2024.07.09
arxiv.org13 min readTLDR AI

RESEARCHERS LEVERAGE SHADOWS TO MODEL 3D SCENES, INCLUDING OBJECTS BLOCKED FROM VIEW

PlatoNeRF is an AI technique developed by MIT and Meta researchers that uses shadows and single-photon lidar to create 3D models of scenes, including obstructed areas. This method could enhance the safety of autonomous vehicles and improve AR/VR experiences. PlatoNeRF outperforms traditional methods and has promising practical applications with lower-resolution sensors.

2024.07.09
news.mit.edu5 min readTLDR AI

SENSEVOICE

A speech foundation model with multiple speech understanding capabilities, including automatic speech recognition, spoken language identification, speech emotion recognition, and audio event detection.

2024.07.09
github.comGitHub repositoryTLDR AI

HOW GOOD IS CHATGPT AT CODING, REALLY?

OpenAI's ChatGPT has varied performance in code generation, with success rates ranging from less than 1% to 89% depending on factors like task difficulty and programming language.

2024.07.09
spectrum.ieee.org4 min readTLDR AI

US REPUBLICANS UNDER TRUMP INCLUDE CRYPTO IN OFFICIAL PARTY PLATFORM

A draft of the Republican party platform included wording that promoted crypto in the United States. Specifically, it stated Republicans will end the regulatory crackdown, oppose a CBDC, and defend the right to mine and self-custody and the right to transact without government surveillance.

2024.07.09
cointelegraph.com2 min readTLDR Crypto

ON ORCHESTRATING PARALLEL BROADCASTS FOR DISTRIBUTED SYSTEMS

This paper discusses the concept of ticketing for managing slot allocation in blockchain consensus mechanisms. It proposes a Hybrid Ticketing Regime (HTR) that combines managed and unmanaged ticketing approaches to optimize performance and resilience in various network conditions. The detailed overview describes desired characteristics for ticketing schemes, explains the HTR's implementation, and presents a comparative analysis demonstrating superior adaptability and fault tolerance.

2024.07.09
blog.chain.link9 min readTLDR Crypto

MULTIPLE CONCURRENT LEADERS

Solana's approach to minimizing MEV is to maximize competition between block producers, which involves having multiple leaders users can choose from for transaction inclusion. This post details the technical aspects of configuring several leaders, including block transmission, merging concurrent blocks, and managing transaction ordering. The proposal for multiple leaders aims to create a global permissionless price discovery engine competitive with CEXs.

2024.07.09
x.com9 min readTLDR Crypto

TOKEN LISTING STRATEGY PLAYBOOK

This post provides a comprehensive token listing strategy advising founders on navigating the process of listing on centralized exchanges (CEX) that involves providing necessary documentation, negotiating with CEXs and market makers, community building, media strategies, and other miscellaneous preparations required to successfully launch and promote a token. The post emphasizes the importance of funding strategies, strong community engagement, having a strong media presence, and striking partnerships with venture arms of large exchanges to improve the likelihood of a successful listing and subsequent token performance.

2024.07.09
threadreaderapp.com5 min readTLDR Crypto

AIRDROP ANALYSIS

23 out of the 31 tokens in this analysis are down since their airdrop launch date, with only four beating BTC. Users are almost always better off immediately selling and buying back later, as high fully diluted valuations mean investors must be confident in future demand to outpace token unlocks. The only potential takeaway from airdrop designs is that low valuation and a surprise factor might be the ideal approach.

2024.07.09
threadreaderapp.com3 min readTLDR Crypto

A BLOG POST ON HOW FAMILY WALLET WAS BUILT

Family is a self-custody crypto wallet for iOS that prioritizes simplicity, fluidity, and delight in its design. The app focuses on creating a welcoming and engaging user experience by gradually revealing features, ensuring smooth transitions, and incorporating delightful touches throughout every interaction. This post by the founder covers their approach to building Family.

2024.07.09
threadreaderapp.com20 min readTLDR Crypto