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EP163: 12 MCP Servers You Can Use in 2025
EP163: 12 MCP Servers You Can Use in 2025
MCP (Model Context Protocol) is an open standard that simplifies how AI models, particularly LLMs, interact with external data sources, tools, and services.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreThe Battle Against Bots: How to Protect Your AI App (Sponsored)
Modern bots are smarter than ever. They execute JavaScript, store cookies, rotate IPs, and even solve CAPTCHAs with AI. As attacks grow more sophisticated, traditional detection methods can’t reliably keep them out.
Enter WorkOS Radar, your all-in-one bot defense solution. With a single API, you can instantly secure your signup flow against brute force attacks, leaked credentials, disposable emails, and fake signups. Radar uses advanced device fingerprinting to stop bots in their tracks and keep real users flowing through.
Fast to implement and built to scale.
This week’s system design refresher:
APIs Explained in 6 Minutes! (Youtube video)
12 MCP Servers You Can Use in 2025
How to Deploy Services
The System Design Topic Map
How Transformers Architecture Works?
We’re Hiring at ByteByteGo
SPONSOR US
APIs Explained in 6 Minutes!
12 MCP Servers You Can Use in 2025
MCP (Model Context Protocol) is an open standard that simplifies how AI models, particularly LLMs, interact with external data sources, tools, and services. An MCP server acts as a bridge between these AI models and external tools. Here are the top MCP servers:
File System MCP Server
Allows the LLM to directly access the local file system to read, write, and create directories.GitHub MCP Server
Connects Claude to GitHub repos and allows file updates, code searching.Slack MCP Server
MCP Server for Slack API, enabling Claude to interact with Slack workspaces.Google Maps MCP Server
MCP Server for Google Maps API.Docker MCP Server
Integrate with Docker to manage containers, images, volumes, and networks.Brave MCP Server
Web and local search using Brave’s Search API.PostgreSQL MCP Server
An MCP server that enables LLM to inspect database schemas and execute read-only queries.Google Drive MCP Server
An MCP server that integrates with Google Drive to allow reading and searching over files.Redis MCP Server
MCP Server that provides access to Redis databases.Notion MCP Server
This project implements an MCP server for the Notion API.Stripe MCP Server
MCP Server to interact with the Stripe API.Perplexity MCP Server
An MCP Server that connects to Perplexity’s Sonar API for real-time search.
Over to you: Which other MCP Server will you add to the list?
Guide to AI Assisted Engineering (Sponsored)
The zero-to-one guide for teams adopting AI coding assistants. This guide shares proven prompting techniques, the use cases that save the most time for developers, and leadership strategies for encouraging adoption. It’s designed to be something engineering leaders can distribute internally to help teams get started with integrating AI into their daily work.
Download this guide to get:
The 10 most time-saving use cases for AI coding tools
Effective AI prompting techniques from experienced AI users
Leadership strategies for encouraging AI use
How to Deploy Services
Deploying or upgrading services is risky. In this post, we explore risk mitigation strategies.
The diagram below illustrates the common ones.
Multi-Service Deployment
In this model, we deploy new changes to multiple services simultaneously. This approach is easy to implement. But since all the services are upgraded at the same time, it is hard to manage and test dependencies. It’s also hard to rollback safely.
Blue-Green Deployment
With blue-green deployment, we have two identical environments: one is staging (blue) and the other is production (green). The staging environment is one version ahead of production. Once testing is done in the staging environment, user traffic is switched to the staging environment, and the staging becomes the production. This deployment strategy is simple to perform rollback, but having two identical production quality environments could be expensive.
Canary Deployment
A canary deployment upgrades services gradually, each time to a subset of users. It is cheaper than blue-green deployment and easy to perform rollback. However, since there is no staging environment, we have to test on production. This process is more complicated because we need to monitor the canary while gradually migrating more and more users away from the old version.
A/B Test
In the A/B test, different versions of services run in production simultaneously. Each version runs an “experiment” for a subset of users. A/B test is a cheap method to test new features in production. We need to control the deployment process in case some features are pushed to users by accident.Over to you - Which deployment strategy have you used? Did you witness any deployment-related outages in production and why did they happen?
The System Design Topic Map
Effective system design is a game of trade-offs and requires a broad knowledge base to make the best decisions. This topic map categorizes the essential system design topics based on categories.
Application Layer: It consists of the core concepts such as availability, scalability, reliability, and other NFRs. Also covers design and architectural topics such as OOP, DDD, Microservices, Clean Architecture, Modular Monoliths, and so on.
Network & Communication: It covers communication protocols, service integration, messaging, real-time communication, and event-driven architecture.
Data Layer: It covers the basics of database systems (schema design, indexing, SQL vs NoSQL, transactions, etc), the various types of databases, and the nuances of distributed databases (replication, sharding, leader election, etc.)
Scalability & Reliability: This covers scalability strategies (horizontal, stateless, caching, partitioning, etc) and reliability strategies like load balancing, rate limiting, and so on.
Security & Observability: It covers authentication and authorization techniques (OAuth 2, JWT, PASETO, Sessions, Cookies, RBAC, etc.) and security threats. The observability area deals with topics like monitoring, tracing, and logging.
Infrastructure & Deployments: Deals with CI/CD pipelines, containerization and orchestration, serverless architecture, IaC, and disaster recovery techniques.
Over to you: What else will you add to the list?
How Transformers Architecture Works?
Transformers Architecture has become the foundation of some of the most popular LLMs including GPT, Gemini, Claude, DeepSeek, and Llama.
Here’s how it works:
A typical transformer-based model has two main parts: encoder and decoder. The encoder reads and understands the input. The decoder uses this understanding to generate the correct output.
In the first step (Input Embedding), each word is converted into a number (vector) representing its meaning.
Next, a pattern called Positional Encoding tells the model where each word is in the sentence. This is because the word order matters in a sentence. For example “the cat ate the fish” is different from “the fish ate the cat”.
Next is the Multi-Head Attention, which is the brain of the encoder. It allows the model to look at all words at once and determine which words are related. In the Add & Normalize phase, the model adds what it learned from attention back into the sentence.
The Feed Forward process adds extra depth to the understanding. The overall process is repeated multiple times so that the model can deeply understand the sentence.
After the encoder finishes, the decoder kicks into action. The output embedding converts each word in the expected output into numbers. To understand where each word should go, we add Positional Encoding.
The Masked Multi-Head Attention hides the future words so the model predicts only one word at a time.
The Multi-Head Attention phase aligns the right parts of the input with the right parts of the output. The decoder looks at both the input sentence and the words it has generated so far.
The Feed Forward applies more processing to make the final word choice better. The process is repeated several times to refine the results.
Once the decoder has predicted numbers for each word, it passes them through a Linear Layer to prepare for output. This layer maps the decoder’s output to a large set of possible words.
After the Linear Layer generates scores for each word, the Softmax layer converts those scores into probabilities. The word with the highest probability is chosen as the next word.
Finally, a human-readable sentence is generated.
Over to you: What else will you add to understand the Transformer Architecture?
We’re Hiring at ByteByteGo
We're hiring 3 positions at ByteByeGo: Technical Product Manager, Technical Educator – System Design, and Sales/Partnership.
𝐏𝐫𝐨𝐝𝐮𝐜𝐭 𝐌𝐚𝐧𝐚𝐠𝐞𝐫 – 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 (Remote, part-time)
We’re hiring a technical product manager to work with me on building an interview preparation platform. Think mock interviews, live coaching, AI assisted learning and hands-on tools that help engineers land their next role.
You’ll be responsible for defining the product strategy, prioritizing features, and working closely with me to bring ideas to life.
You must have conducted 100+ technical interviews (e.g., system design, algorithms, behavioral) and have a deep understanding of what makes a great candidate experience. Bonus if you’ve worked at a top tech company or have experience coaching candidates.
We’re looking for someone who can:
• Build from 0 to 1 with minimal guidance
• Translate user pain points into well-scoped solutions
• Iterate quickly based on feedback and data
𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐄𝐝𝐮𝐜𝐚𝐭𝐨𝐫 – 𝐒𝐲𝐬𝐭𝐞𝐦 𝐃𝐞𝐬𝐢𝐠𝐧 (Remote, part-time)
We’re hiring a system design technical educator to help deepen our educational library. This role is perfect for someone who loves explaining complex engineering topics clearly, whether through long-form articles, diagrams, or short-form posts.
You’ll collaborate with the team to write newsletters, coauthor chapters of books and guides, and create engaging visual content around system design, architecture patterns, scalability, and more. If you’ve written for blogs, docs, newsletters, or taught online, we’d love to see your work.
𝐒𝐚𝐥𝐞𝐬/𝐏𝐚𝐫𝐭𝐧𝐞𝐫𝐬𝐡𝐢𝐩 (US/Canada based remote role, part-time/full-time)
We’re looking for a sales and partnerships specialist who will help grow our newsletter sponsorship business. This role will focus on securing new advertisers, nurturing existing relationships, and optimizing revenue opportunities across our newsletter and other media formats.
How to Apply: send your resume and a short note on why you’re excited about this role to jobs@bytebytego.comSPONSOR US
Get your product in front of more than 1,000,000 tech professionals.
Our newsletter puts your products and services directly in front of an audience that matters - hundreds of thousands of engineering leaders and senior engineers - who have influence over significant tech decisions and big purchases.
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Ad spots typically sell out about 4 weeks in advance. To ensure your ad reaches this influential audience, reserve your space now by emailing hi@bytebytego.com.
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by "ByteByteGo" <bytebytego@substack.com> - 11:36 - 16 May 2025 -
[97% DISCOUNT!] I have your ticket to SELLING ONLINE!
I’m taking 3 days to tell you EVERYTHING I know…Dang it! I totally should have told you about this earlier!
But good news!! It’s not too late! (And I’ll make it up to you by giving you a 97% discount!!)
Let me explain…
We’re just a few days away from going live with Selling Online!
Not sure what that is…? Click below to see all the details!
GRAB YOUR TICKET TO ‘SELLING ONLINE’ HERE BEFORE IT’S TOO LATE! >>
Listen… I really believe this could change everything for you.
This event is the ONLY place where I’ll take 3 FULL DAYS to walk you through the exact system that’s helped me and countless others build and scale businesses online.
Here’s the breakdown of what we’ll cover:
Day 1: One To Many Selling
✅ The subconscious shifts that make selling effortless.
✅ How to craft an offer so irresistible, people beg to buy.
✅ The One to Many Selling Framework and how to scale without selling one by one.
Day 2: Building Stages & Creating Crowds
✅ How to create your own stage so customers come to YOU.
✅ The key to building a starving audience that’s desperate for your product.
✅ The 7-figure pitch formula that makes selling feel natural.
Day 3: Advanced Sales, Persuasion, and Influence
✅ The #1 secret to building a movement around your brand.
✅ How to win big—even when the odds are stacked against you.
✅ Advanced persuasion strategies that the top 1% of marketers use to dominate.
If you’re serious about building a real online business that makes money, this event is for you.
Doors close soon! This is your final chance to grab your spot!
GRAB YOUR TICKET TO ‘SELLING ONLINE’ HERE BEFORE IT’S TOO LATE! >>
See you on Tuesday!
Russell Brunson
P.S. - Don’t forget, you’re just ONE funnel away…
© Prime Mover LLC
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If you purchase anything through a link in this email, you should assume that we have an affiliate relationship with the company providing the product or service that you purchase, and that we will be paid in some way. We recommend that you do your own independent research before purchasing anything.
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by "Russell Brunson" <newsletter@marketingsecrets.com> - 10:17 - 16 May 2025 -
Bath gift with competitive price,Invitation to Collaborate on International Trade
Dear Info
We are Pure Beauty International Group, a professional bath and skin care product manufacturer with 17 years of experience, providing one-stop services integrating R&D, design, production, sales and service.
We have a strong and secure supply chain system, with two major production bases in Thailand and China, which can meet your needs for global business layout. At the same time, we also adhere to the concept of environmental protection and have won the honor of national-level green factory.
We are a supplier of large supermarket chains and brands such as Walmart, Biglots, Target, Family Dollar, Walgreens, ASDA, etc. The quality and safety of our products have been greatly recognized by the market.
Our products include: shower gel, shampoo, bubble bath, hair mask, deodorant stick, facial cleanser, face cream, hand cream, hand soap, body lotion, lip balm, beard essential oil, beard balm, etc. and bath gift sets. If you are interested, we can provide you with our product catalog and free samples.
I hope we can have a good cooperation and become your trusted supplier.
Looking forward to hearing from you.
Best regards.
by "Hoe Von" <vonhoe330@gmail.com> - 07:54 - 16 May 2025 -
Collagen and Gelatin Powder Producer
Dear Info
How are you doing ?
Beyond Biopharma is an ISO22000 and US FDA Registered manufacturer of collagen powder and Gelatin for foods supplements and pharmaceutical products.
Our collagen ingredients inlcudeds :
bovine collagen
fish collagen
chicken collagen type ii hydrolyzed
chicken collagen type ii undenatured.
Our gelatin products included:
bovine gelatin from both skin and bone
porcine skin gelatin
fish skin gelatin
For Gelatin, We have different jelly strength and viscosites available for different applications such as production of
Empty hard capsuples
Soft Gel
Candies
Gummies
Confectionary products
Meats products
Are you interested in get quotations of Collagen and Gelatin as an alternative sources?
Best regards,
Michael Qiao
Sales ManagerBeyond Biopharma Co., Ltd.
US FDA Registered, ISO22000 VerifiedVisit us at tradeshows of 2025 Worldwide below:
1. Vitafoods Asia, Sep.17-19, 2025, Bangkok Thailand, Booth No.:S31
2. Pharmaconex, Sep.1-3, 2025, Cairo Egypt, Booth No.: H3C14
Tel/Fax: +86 21 65010906
Cell/Whatsapp/WeChat:+ 86 18657345785
Skpye: live:sales_87476
Email: michael@beyondbiopharma.com
www.beyond-collagen.com
Address : NO.137 Haining Road,
Hongkou District, Shanghai, 200080 China
by "Lily" <Lily@beyondbiopharm.com> - 05:16 - 16 May 2025 -
Innovation Marking Revolution - Brand New Industrial Laser marking
Dear Info,
Thanks for your attention here.
We are professional manufacturer which focus on R&D, production and sales of laser marking machines. Here we have nearly 20 years experience in marking and coding industry, we clearly knows how to produce a reliable and stable industrial marking machine.
Here we provide two types of laser marking systems: integrable and dedicated systems.
The Integrate laser marking systems are integrated as part of a production line.
The dedicated laser marking systems are based on specific needs of the packaging machines .
Compared with traditional inkjet printer, the laser printer requires no consumables and nearly free of maintenance, no solvent pollution and user-friendly for operation.
As an essential part in the packaging process to meet market circulation requirements and policy regulations, laser marking has huge potential and good market prospect.
Please share above info with your team, any unclear let we know.
Warm regards,
Diane Gu
Product Manager / Hangzhou Kechuang Mark Technology Co .,Ltd
Tel & Wechat & Whatsapp 0086 15571418860
Ins @kec_marking (videos sharing here)
E-mail sales@kec-mark.com
by "Sheval Leer" <leersheval@gmail.com> - 01:56 - 16 May 2025 -
[SLC EVENT TODAY!] ClickFunnels Connect
Join Russell virtually for a big announcement!This is it!
It’s your last chance to grab a “virtual ticket” so you can be there for the Utah event that’s going live in a few hours.
JOIN US VIRTUALLY FOR THE SALT LAKE CITY HANGOUT EVENT HERE >>
Russell will be presenting… Other 2-comma club award winners will be sharing some awesome insights… It’s like a mini Funnel Hacking Live!
AND… Russell is making a big announcement you won’t want to miss!
JOIN US VIRTUALLY FOR THE SALT LAKE CITY HANGOUT EVENT HERE >>
See you in a few hours!!
© Etison LLC
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by "Todd Dickerson" <noreply@clickfunnelsnotifications.com> - 11:01 - 16 May 2025 -
weekly update rate fm china
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website: https://www.ssf-logistics.comBest wishMOB:+86 13751768263
by "owen3" <owen3@shipshun.com> - 10:02 - 16 May 2025 -
Investigate Superior Thermoforming Systems for Efficient Production
Dear Info,
This is Aimee from Shantou Rayburn Machinery Co,Ltd.
Our Factory's leading products are RM series high-speed multi-station positive and negative pressure thermoforming machines and RM series large format four-station thermoforming machine, which are applying to disposable plastic cups,lids,containers,trays,bowls and so on. We also can supply all kinds of plastic products mold design and automatic auxiliary equipment .
I have browsed your company's website, I saw that you mainly make disposable plastic packaging.We are committed to providing customers with efficient and high-quality production equipment.Our machines are deeply trusted and praised by customers.
We hope to establish a long-term cooperative relationship with your company and jointly develop the market. If you are interested in our products or have any questions, please feel free to contact us. We will wholeheartedly provide you with professional services and support.
Email:rm-a@rm-machine.cn
Tel/Whatsapp:008617875405452
Best Regards,
Aimee
by "rm10" <rm10@strmmachine.com> - 09:37 - 16 May 2025 -
High-Quality Circuit Breakers for Your Switchgear Panels – Custom Solutions Available!
Dear Info,
Are you looking for reliable and cost-effective circuit breakers for your power switchgear panels? As a leading China OEM Circuit Breaker Factory, DeLing Tech specializes in manufacturing Molded Case Circuit Breakers (MCCB), Low Voltage Circuit Breakers, and Intelligent Molded Case Circuit Breakers that meet IEC 60947-2 standards. Our products are widely used in industrial and commercial applications, offering:
• High breaking capacity (up to 1600A)
• Customizable designs for OEM/ODM projects
• Competitive pricing with fast delivery
Let’s discuss how we can support your next project. Reply to this email or contact us at [Your Email/Phone] for a free quote!
Best regards,
Sales4
Sales Manager
DeLing Tech Co., Ltd.
by "sales4" <sales4@cndtmccb.com> - 07:35 - 16 May 2025 -
America at 250: A vision for the future
The Shortlist
Emerging ideas for leaders Curated by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of the CEO Shortlist, a biweekly newsletter of our best ideas for the C-suite. This week, we delve into the agenda for America’s CEOs, public sector leaders, and changemakers as the country nears its semiquincentennial—a plan of action that leaders around the world may also want to follow. You can reach us at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com. Thank you, as ever.
—Alex and Axel
•
ten dimensions of change for trade, economics, and security—and strategies American businesses can use to help ensure long-term success
•
insights on how the United States can achieve energy abundance, emphasizing rapid and sustained growth in baseload, dispatchable energy, and grid capacity
•
strategies for developing human capital to meet the demands of automation and AI
•
and much more
We hope you find these ideas inspiring and helpful. See you in a couple of weeks with more McKinsey ideas for the CEO and others in the C-suite.
Share these insights
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Copyright © 2025 | McKinsey & Company, 3 World Trade Center, 175 Greenwich Street, New York, NY 10007
by "McKinsey CEO Shortlist" <publishing@email.mckinsey.com> - 04:08 - 16 May 2025 -
Introducing an Exclusive Opportunity at Poulton Park Golf Club
We’re excited to introduce a new business partnership... Hi Sir/Madam,
We’re excited to introduce a new business partnership opportunity at Poulton Park Golf Club, one of the most prestigious golf clubs in the area.
This exclusive package combines advertising, marketing, networking, and complimentary golf - designed to help a business like yours:
- Build your brand presence with high-value members and visitors.
- Gain access to networking events tailored for relationship building.
- Leverage innovative digital advertising on large screens and mobile apps.
As part of the package, you’ll receive free golf at Poulton Park Golf Club and over 600 other venues across the UK, including iconic courses such as The Belfry, The Shire, Close House, Macdonald Hotels, and Celtic Manor.
Would you like to discuss how this opportunity could benefit Your Telecoms Consultant?
Looking forward to hearing from you!
Best regards,
James Thomson
Account Manager
+44 (0)7453 145 120
by "James Thomson - Golf Marketing Agency" <info@golfmarketingagency.co.uk> - 03:02 - 16 May 2025 -
Meet the Gen Z health consumer
On McKinsey Perspectives
Social media’s growing influence Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of Only McKinsey Perspectives. We hope you find our insights useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
—Alex and Axel
—Edited by Belinda Yu, editor, Atlanta
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Copyright © 2025 | McKinsey & Company, 3 World Trade Center, 175 Greenwich Street, New York, NY 10007
by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 01:18 - 16 May 2025 -
Custom Lighting & Furniture for Your Unique Projects
Dear Info,
At Dezignlover, we bring your creative visions to life with custom lighting and designer furniture. Designed for professionals like architects, interior designers, and real estate developers, our products combine artistry with functionality.
From luxurious chandeliers to bespoke furniture, we deliver solutions tailored to your projects—whether it’s a boutique hotel, residential masterpiece, or retail space. Our goal is to help you create timeless interiors that leave a lasting impression.
Let’s collaborate to turn your ideas into reality. Explore our offerings at www.dezignlover.com or reply to email contact@dezignlover.com to discuss your next project.
Best regards,
Sophie
Sales Representativewww.dezignlover.com
WhatsApp: +1 (832) 844 1221
by "sale18" <sale18@dezignpromail.com> - 10:23 - 15 May 2025 -
Unleashing the Power of Herbal Medicine for Your Supplements-Life Energy
Dear Info,
Do you want to use natural and effective ingredients to improve the quality of your health care products? Don't hesitate any longer! At Life Energy, we focus on providing high-quality raw materials that can revolutionize your products.
One of our most outstanding ingredients is traditional Chinese herbal medicine. Known for their healing properties and used in holistic medicine for centuries, these herbs can add significant value to your health products.
Join the growing list of wellness brands harnessing the power of Chinese herbal medicine through our premium raw materials. Enhance your products, delight your customers, and unleash the ancient wisdom of Chinese herbal medicine.Contact us today at the mail to learn more about our products and take the first step toward a healthier, more natural product line.
Kind regards,
Cherry
Life Energy Co., Ltd
Cherry (Sales Manager)
Phone: +86 18192562267
Mail/Skype: cherry@flifenergy.cn
Website: www.flifenergy.com
Address: A-911 Tiandi Times Square, FengCheng 2th Road, Xi'an, Shaanxi, 710016 China.
by "kiki" <kiki@lifenergyt.com> - 09:18 - 15 May 2025 -
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EU Carbon Tax Alert! Optimize [Industry] Waste Treatment Before 2025 Deadline
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by "Annual Kiba" <kibaannual@gmail.com> - 02:22 - 15 May 2025 -
[LAST CHANCE] Virtual ticket for SLC Live Event
You might still have a shot to hang out with Russell…I hope you’ve been getting my emails about the SLC event…
When: Friday, May 16th 3pm ET
Where: Anywhere with Wi-Fi
You’ll want to be there because even though this is a smaller “Underground Utah Funnel Hacker Event”, Russell is using it to make a MASSIVE announcement!
If I were you, I’d move any meetings you have on your calendar, and set aside a few hours to attend this. It will be solid gold! AND… Russell’s announcing something big.
JOIN US VIRTUALLY FOR MY SALT LAKE CITY HANGOUT EVENT HERE >>
Hope to see you on the Zoom!
(And BTW… If you’re anywhere close to Utah, you should totally make the trip and hang out!)
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by "Todd Dickerson" <noreply@clickfunnelsnotifications.com> - 12:50 - 15 May 2025 -
Engineering Trade-offs: Eventual Consistency in Practice
Engineering Trade-offs: Eventual Consistency in Practice
Modern applications don’t run on a single database or monolithic backend anymore. They run on event-driven, distributed systems.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreLatest articles
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Imagine a ride-sharing app that shows a driver’s location with a few seconds of delay. Now, imagine if the entire app refused to show anything until every backend service agreed on the perfect current location. No movement, no updates, just a spinning wheel.
That’s what would happen if strong consistency were always preferred in a distributed system.
Modern applications (social feeds, marketplaces, logistics platforms) don’t run on a single database or monolithic backend anymore. They run on event-driven, distributed systems. Services publish and react to events. Data flows asynchronously, and components update independently. This decoupling unlocks flexibility, scalability, and resilience. However, it also means consistency is no longer immediate or guaranteed.
This is where eventual consistency becomes important.
Some examples are as follows:
A payment system might mark a transaction as pending until multiple downstream services confirm it.
A feed service might render posts while a background job deduplicates or reorders them later.
A warehouse system might temporarily oversell a product, then issue a correction as inventory updates sync across regions.
These aren’t bugs but trade-offs.
Eventual consistency lets each component do its job independently, then reconcile later. It prioritizes availability and responsiveness over immediate agreement.
This article explores what it means to build with eventual consistency in an event-driven world. It breaks down how to deal with out-of-order events and how to design systems that can handle delays.
What is Eventual Consistency?...
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by "ByteByteGo" <bytebytego@substack.com> - 11:37 - 15 May 2025 -
Your invited! New Relic University - Observability Workshop Series
Hi MD,
Phil Weber, Lead Customer Training Specialist from New Relic, here.
New Relic Certification is now available to help you continue to grow your observability knowledge throughout your career. I am running a series of workshops designed to upskill your observability skills with New Relic, and help you get the skills and knowledge to take your chosen exams. We’ll also dive into some hands-on labs where you’ll work within a sandbox in a live working environment to put your skills to the test.
Dates and topics:
- 20 May: Maximise performance engineering with APM and infrastructure monitoring - Learn powerful APM and infrastructure monitoring techniques to track, spot and visualise overall system health, and explore how to leverage these insights to make informed, data-driven decisions.
- 21 May: Enhance reliability engineering by resolving incidents faster with New Relic alerts and AI - Explore the fundamentals of New Relic alerts and artificial intelligence, focusing on equipping you with the skills to proactively implement, configure, and optimise for system reliability.
- 22 May: Boost performance & reliability engineering with dashboard visualisation techniques - Learn dashboard design strategies, access best in class templates, discover how to create powerful charts and how to correlate different data sets.
Unable to make it? No sweat. Register here and an on-demand recording of the session will be sent to you after the webinar.
I hope to see you then,
Phil Weber,Lead Customer Training SpecialistNew RelicThis email was sent to info@learn.odoo.com · · View this online
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by "Phil Weber, New Relic" <emeamarketing@newrelic.com> - 05:02 - 15 May 2025 -
Can better reading make you a better leader?
On McKinsey Perspectives
McKinsey experts’ top tips Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of Only McKinsey Perspectives. We hope you find our insights useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
—Alex and Axel
•
The first step is the hardest. The corporate world often talks about the “glass ceiling,” but the real barrier for women may come earlier in their careers, reveal McKinsey Senior Partners Kweilin Ellingrud, Lareina Yee, and María del Mar Martínez in their new book, The Broken Rung. As Fortune reports, joint research by McKinsey and LeanIn.Org finds that for every 100 men who win their first promotion to a management position, 81 women receive that same opportunity. The authors explore how women can build “experience capital” to close this gap, unlock career mobility, and boost long-term earning power. [Fortune]
•
Tell the truth. In today’s uncertain environment, leaders can’t afford to operate in an echo chamber. McKinsey Senior Partners Dana Maor, Kurt Strovink, and Ramesh Srinivasan and Senior Partner emeritus Hans-Werner Kaas, authors of The Journey of Leadership, share that great leaders actively seek out truth tellers—and create a culture where it’s safe to challenge assumptions. The higher up someone is in an organization, the harder it becomes to get unfiltered feedback. But leaders who welcome candor will have an unvarnished set of facts to guide decision-making.
•
Be bold or fall behind. What separates the best CEOs from the rest? According to CEO Excellence authors Carolyn Dewar, Scott Keller, and Vik Malhotra, it’s not caution—it’s courage. The most successful leaders don’t just manage complexity; they reframe it, making bold moves that redefine their companies’ trajectories. “You can be bold regardless of context, or you can be bold within that context,” says Malhotra. The authors, joined by McKinsey Senior Partner Kurt Strovink, build on these insights in their upcoming book, A CEO for All Seasons, which offers a practical guide to mastering the four critical phases of leadership. For more leadership lessons and must-reads, visit McKinsey on Books.
—Edited by Belinda Yu, editor, Atlanta
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by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 01:12 - 15 May 2025