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Discover Eye-Friendly E Ink Tablets for Education with Geniatech
Dear info,
Are you seeking an eye-friendly solution for your educational environment? Geniatech’s E Ink tablets offer a paper-like writing and reading experience, with long-lasting battery life designed to protect students’ and teachers’ eyes during extended use.
Why Choose Geniatech?
・Source Factory: Competitive pricing with full production control for bulk orders.
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Let’s discuss how Geniatech’s E Ink tablets can help streamline your educational needs with our advanced technology.
Best regards,
Geniatech Team
by "VANELLY Mochnacz" <mochnaczvanelly40@gmail.com> - 05:55 - 5 Apr 2025 -
Car refrigerator,truck air conditioner,rv air conditioner manufacture from Colku
Hi, infoGood day!This is Evelyn from Colku company,nice to meet you.(Foshan Sanshui Colku Electrical Appliance Ltd. Guangdong,China).We are professional manufacture who focus on mobile refrigeration field with more than 23+ years experience,also a reliable supplier of world-famous automotive products brands, including:
ARB in Australia, Milenco in the UK, TRUMA and REIMO from Germany,Narbonne Accessories from France and so on.
as for certification,we have factory ISO9001 and IATF16949 qualified, products CE, C-Tick,SAA.Our main products including all kinds of car refrigerators,parking air conditioners, RV air conditioners, camping air conditioners,camping refrigerators and customized fridges for new energy vehicle.which are widely used in cars, yachts, truck, outdoor camping and also at home.Our company has 32000 square meters, and total 4 work shop buildings.
Colku was established in 1989,located in Foshan City. And in the past 23 years, Colku has become the top OEM/ODM manufacturer of truck air conditioners and portable refrigerators.
I have sent you our latest products catalogs by attachment,and my business card is as below,kindly check.
Looking for your further feedback.
Best wishesEvelyn LiContact
Mail:evelyn@colku.cn
Whatsapp: +86_13246255187
Tel/Wechat:+86_13246255187
Add: NO.84,Area B,Sanshui Central Technology Industry Park,Leping,Sanshui Dist.,Foshan City,Guangdong China,528137
www.colku.comRIUIvtGtoEzvCilHxfYFGbYW
by "manager001" <manager001@fscolku.com> - 03:19 - 5 Apr 2025 -
The week in charts
The Week in Charts
Talent investment, AI’s automation potential, and more Share these insights
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by "McKinsey Week in Charts" <publishing@email.mckinsey.com> - 03:08 - 5 Apr 2025 -
Hi, this is Sally Lin from Shantou Yudong packaging
Hi info,
Good day !
【New designs are waiting for you】
This is Sally Lin from Yudong Packaging,a OEM/ODM cosmestics packaging manufacturer in China.We just developed some new designs with new material,would you like to get more information about them?All of our prodcut sare coming with certifications.Would you like to get our newdesigns catalog?Yours Sally Lin
Shantou Yudong Packaging Products Co.,ltd
E-mail : sally@styudong.com
WhatsApp /Wechat: +86-13592884136
Website: www.styudong.com
by "Fatxi Ola" <fatxiola688@gmail.com> - 02:38 - 5 Apr 2025 -
Boost Your Production Efficiency with Our BLDC & AC Motor Solutions
Dear manager,
I'm with Guangdong Zongqi Automation Co.,Ltd, specializing in BLDC and AC motor production equipment. We offer solutions designed to improve production efficiency and quality.
If you’re interested in exploring how we can support your business, please get in touch.
Best regards,
Joyce
ManagerPhone: 0086 17786822866
WhatsApp:+86 18898401103
Email: joyceluo2024@zongqi-auto.cn
Official Website:https://www.zongqiauto.com/
by "Merle Isaac" <mariana83542@gmail.com> - 02:30 - 5 Apr 2025 -
Unlocking value with gen AI
Plus, trends in sporting goods
by "McKinsey Highlights" <publishing@email.mckinsey.com> - 11:50 - 5 Apr 2025 -
EP157: How to Learn Backend Development?
EP157: How to Learn Backend Development?
Backend Development requires knowledge of multiple aspects. Here’s a mind map of what all things a developer should learn:͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreWorkOS Radar: Smarter protection with device fingerprinting (Sponsored)
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This week’s system design refresher:
Why Everyone’s Talking About MCP? (Youtube video)
How to Learn Backend Development?
A Simplified Git Workflow
Virtualization vs Containerization
How Netflix Built a Distributed Counter?
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Why Everyone’s Talking About MCP?
How to Learn Backend Development?
Backend Development requires knowledge of multiple aspects. Here’s a mind map of what all things a developer should learn:
Fundamentals
This includes topics like backend vs frontend, client-server, DNS, etc.Backend Programming Languages
Choose between one or more programming languages like Java, Python, JS, Go, Rust, and C#.Databases
This includes topics like types of databases such as SQL (Postgres, MySQL, SQLite), NoSQL (MongoDB, Firebase, DynamoDB), NewSQL (CockroachDB, Spanner). Other topics include working with ORMs and Database Caching.APIs and Web Services
Learn about API types (REST, GraphQL, gRPC, SOAP) and authentication techniques (like JWT, OAuth 2, API keys).Server and Hosting
This involves topics like backend hosting services (AWS, Azure, GCP), Containerization using Docker & Kubernetes, and Server Setup for Nginx, Apache, etc.DevOps
Learn about CI/CD Pipelines using GitHub Actions and Jenkins, IaC (Terraform, Ansible) and Monitoring with tools like Prometheus, Grafana, ELK.
Over to you: What else will you add to the list for learning backend development?
A Simplified Git Workflow
Learning Git is one of the fundamental skills for every developer out there. Here are the steps within a simple and basic Git workflow.
Developer’s Working Directory (Untracked) to Staging Area (Index)
The command for the same is “git add”. The files go from untracked to staged.Staging Area to Local Repository (Head)
The command for this move is “git commit -m “message””. It saves changes to the local repository (HEAD), marking a version history.Local Repository to Remote Repository (Remote)
The command for this move is “git push”. It uploads the committed changes to the remote repository (such as on GitHub) for collaboration.Remote Repository to Local Repository
The commands “git pull” and “git fetch” help with this. “git pull” updates local files with remote changes. On the other hand, “git fetch” retrieves remote changes but does not merge them. The command “git merge” combines changes from different branches.Checking the Differences
The command “git diff HEAD” shows the differences between the developer's working directory and the latest commit.
Over to you: Which other step do you follow in your Git workflow?
Virtualization vs Containerization
Virtualization creates multiple VMs on a single physical server, each with its operating system, using a hypervisor.
Containerization is a lightweight virtualization method that runs applications in isolated environments (containers) sharing the same operating system.
Let’s look at the different possibilities in more detail.Bare Metal: Applications run directly on the operating system. No virtualization or containerization is used. It provides high performance but lacks flexibility.
Virtualized: Uses a hypervisor to create VMs. Each VM has its guest OS, making it heavier on resources. Provides strong isolation but adds overhead.
Containerized: Uses a container engine instead of a hypervisor. Containers share the host operating system, making them lightweight and efficient. It is faster and more scalable than VMs.
Containerized on Virtualized: Runs containers inside VMs. Provides both flexibility and isolation, common in hybrid cloud environments. It balances resource efficiency with security.
Over to you: Have you used VMs and Containers to deploy workloads?
How Netflix Built a Distributed Counter?
A Distributed Counter is a system where the responsibility of counting events is spread across multiple servers or nodes in a network. Netflix needs to track and measure multiple user interactions to make real-time decisions and optimize its infrastructure.
For this reason, they built a Distributed Counter Abstraction.
Netflix’s Distributed Counter Abstraction operates in four main layers, ensuring high performance, scalability, and eventual consistency.
Client API Layer
Users interact with the system by sending AddCount, GetCount, or ClearCount requests. The Netflix Data Gateway efficiently processes and routes these requests.Event Logging and TimeSeries Storage
Events are stored in Netflix TimeSeries Abstraction for scalability. Each event is tagged with an Event ID to ensure idempotency. To avoid database contention, events are grouped into time partitions known as buckets. Data is stored in Cassandra.Rollup Pipeline or Aggregation
Rollup Queues collect event changes and process them in batches. Aggregation occurs in immutable time windows, ensuring accurate rollup calculations. Data is stored in the Cassandra Rollup Store for eventual consistency.Read Optimization (Cache & Query Handling)
Aggregated counter values are cached in EVCache for ultra-fast reads. If a cache value is stale, a background rollup refresh updates it. This model allows Netflix to process 75K requests per second with single-digit millisecond latency.
Reference: Netflix’s Distributed Counter Abstraction
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by "ByteByteGo" <bytebytego@substack.com> - 11:36 - 5 Apr 2025 -
Response: Inquiry About Products
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Limited Availability: Secure Your Financial Plan & VIP Golf Access
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by "Richard - Fairway Wealth Partners" <info@fairwaywealthpartners.com> - 03:17 - 5 Apr 2025 -
Enhance Operational Efficiency with Shen Gong’s Certified Industrial Knives
Dear info,
I am Lmar Kiitty from Sichuan Shen Gong Carbide Knives Co., Ltd., the world’s largest manufacturer of carbide knives and blades since 1998. With ISO9001 certification and a track record as a trusted OEM partner, we provide a diverse range of high-performance industrial knives designed to improve operational efficiency.
Our product offerings include:
· Corrugated Slitter Scorer Knives
· Coil Slitting Knives, Razor Blades, Guillotine Knives
· Pelletizing and Granulator Knives
· Custom Solutions for Precision Cutting Needs
Shen Gong combines carbide material technology with manufacturing expertise to deliver durable, high-quality products that reduce maintenance and enhance productivity. Please let us know if you’d like more information or a customized solution tailored to your needs.
Warm Regards,
Lmar Kiitty
Overseas Sales Manager
Sichuan Shen Gong Carbide Knives Co., Ltd.
by "Lmar Kiitty" <kiittylmar709@gmail.com> - 05:38 - 4 Apr 2025 -
Collaborate with a Leading Industrial PC Manufacturer in China
Dear info,
My name is Robin Chen, and I am reaching out from APQ, a leading industrial PC manufacturer in China.
Ranked among the top three in our industry, we pride ourselves on our strong R&D capabilities, robust production systems, and effective sales channels.
We are currently looking to build partnerships with valued companies aboard. On our website: www.apuqi.net, you will find our company introduction and product catalog for your consideration.
Please feel free to reach out if you would like to explore opportunities to work together.
Best Regards!
Robin Chen
Overseas Operations
MobileCN/WhatsApp:+86 183-5162-8738
Website: www.apuqi.net
by "marketing" <marketing@apqtech.cn> - 03:16 - 4 Apr 2025 -
🚨LAST CHANCE! Will I see you in the masterclass?? 🚨
You should hop on the ‘52 Funnels’ I’m hosting with my good friends Paul Counts, Shreya Banerjee.I know you “say” you’re busy…
But do you have 60 minutes… to change your life forever and finally have an online business that could set you financially free???
If so, you should hop on the live FREE Masterclass I’m hosting with my good friends Paul Counts, Shreya Banerjee.
If you’ve missed my emails up til now…
We’re gonna reveal a BUNCH of ready-to-launch funnels we pre-built for you.
As well as the sales page, upsell flow, email follow ups, everything…
Even the products!
So go save your spot because they are filling up fast, and I’m not sure when we’re going to offer this masterclass again…
We’re gonna walk you step-by-step through taking these funnels, and launching them in less than 15 minutes.
Don’t wait.
Save your spot here:
Russell Brunson
P.S. - Don’t forget, you’re just one funnel away….
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Make every step more dynamic: our shoe recommendations!
Dear info,
Have a nice day.
This is Andy from China. We got your info from google. We are a trader and manufacturer over 10 years specialized in custom sneaker, slippers, sandals,sport shoes .
As a professional trader, Our team has more than 10 years experience with the market. we have a highly efficient and experienced team to develop up-to-date designs and customized products. As a manufacturer, we can promise our quality and leading time. And we also can give you a competitive price with the quality in your market.
All kind of Our products always have stock, OEM&ODM welcome.
Samples time canbe in 15 days.
We will be happy to give you a quotation upon your requirement. Looking forward to hear from you soon .
ANDY LUO
QUANZHOU HANTUO SHOES CO.,LTD.
EMAIL:andy1@hentoll.com
PHONE/WHATSAPP:+8615106092217
Website: www.hentoll.com
by "sales14" <sales14@hentol1314.com> - 01:42 - 4 Apr 2025 -
Wealth requires health
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 CEO Shortlist, a biweekly newsletter of our best ideas for the C-suite. This week, we examine what health means for CEOs and their employees. You can reach us with thoughts, ideas, and health tips at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com. Thank you, as ever.
—Alex and Axel
Healthy leaders. Most CEOs got to where they are through a focused approach to hard work. But our latest research shows that personal health is more important than long hours. We asked more than 100 leaders of companies around the world about the daily routines that keep them effective in their roles. Six categories of mindsets and practices emerged. Staying healthy on these six dimensions is a prerequisite for high performance.
Healthy employees. Employee health means much more than physical safety in the workplace, says Lucy Pérez, McKinsey senior partner and global leader of the McKinsey Health Institute. Holistic health means mental, social, and emotional well-being. And, as with all kinds of health, prevention is key. Learn how to advocate for your employees—and yourself—in our latest article.
We hope you find these ideas novel and insightful. See you in a couple weeks with more McKinsey ideas for the CEO and others in the C-suite.Share these insights
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by "McKinsey CEO Shortlist" <publishing@email.mckinsey.com> - 04:44 - 4 Apr 2025 -
PLASTIC INJECTION MOLDING: ROBUST PROCESS DEVELOPMENT & SCIENTIFIC MOLDING (23 & 24 April 2025)
CLICK HERE TO DOWNLOAD BROCHURE
Please call 012-588 2728
email to pearl-otc@outlook.com
HYBRID PUBLIC PROGRAM
PLASTIC INJECTION MOLDING:
ROBUST PROCESS DEVELOPMENT & SCIENTIFIC MOLDING
(** Choose either Zoom OR Physical Session)
Remote Online Training (Via Zoom) &
Wyndham Grand Bangsar Kuala Lumpur Hotel (Physical)
(SBL Khas / HRD Corp Claimable Course)
Date : 23 Apr 2025 (Wed) | 9am – 5pm By Selvaraj
24 Apr 2025 (Thu) | 9am – 5pm . .
INTRODUCTION:
Scientific Injection Molding is typically used in the production of complex parts and components where small variations in molding variables can severely impact the process or finished product. Therefore, the goal of Scientific Injection Molding is twofold:
1. Develop a process that produces repeatable results with minimal variation.
2. Optimize dimensional or mechanical characteristics of a molded part.
When developing a molding process using Scientific Injection Molding, key inputs such as time (fill, pack/hold, etc.), temperature (melt, barrel, etc.), and pressure (hydraulic, injection melt, cavity, etc.) are meticulously monitored, adjusted, and controlled, to ensure that process robustness is achieved, and a good part is consistently produced. A process can be robust or on the other hand must be changed frequently. A robust process ensures repeatability and a wide processing window for better quality & cost.
COURSE OBJECTIVES:
1. Material properties that affect processing
2. The importance of drying
3. Explains specific rules for controlling the plastic during processing
4. Injection molding machine selection
5. Provides thorough overview of injection molding and troubleshooting techniques.
6. Exercise greater control over the molding process
7. Reduce rejects and scrap
8. Improve part quality
9. Increase productivity
10. Robust parameter optimization
INTENDED AUDIENCE:
This workshop has been designed for all Managers, Section Heads, Engineers and Senior Technicians who are involved in the process of Plastic Injection Molding and want to make their workplace more productive & optimized. Following groups of people will benefit from this training:
1. Tool makers
2. Manufacturing engineers
3. Production engineers
4. Any technical personnel involved with plastic injection moulded parts
METHODOLOGY:
1. Participants will inform the organizer their top 6 issues to be discussed during the Troubleshooting section.
2. Interactive and action based with personal examples.
3. Participants are strongly encouraged to prepare their statistical software of choice for DOE simulation.
PREREQUISITE:
Participants are expected to have a basic understanding in Plastic Injection Moulding with a minimum of 2 years’ experience.
OUTLINE OF WORKSHOP
DAY 1 (9.00am—5.00pm)
1. Handling Semi Crystalline & Amorphous Polymers
i. Shrinkage
ii. Mel temperature
iii. Mold filling speed
iv. Mold temperatures
v. Barrel Heat Profile
vi. Screw recovery speeds
vii. Nozzle temperature
viii. Cooling times
ix. Mechanical properties
x. Optical clarity
2. Plastic drying
i. Degradation
ii. Drying time
iii. Drying temperature
iv. Types of dryers
v. Moisture measurement
vi. Overdrying effect
3. Injection moulding machine selection
i. Clamp force
ii. Machine platen size
iii. Shot size
iv. Screw diameter
v. Compression ratio
vi. Types of screws
vii. Check ring importance
DAY 2 (9.00am—5.00pm)
4. Process optimization
i. Optimization of injection phase
ii. Cavity balance
iii. Pressure drop
iv. Process window
v. Gate seal time
vi. Cooling time
vii. Screw speed & back pressure
5. Mold qualification flowchart
i. Mold qualification checklist
ii. Waterline diagrams
iii. Mold temperature maps
iv. Setup instructions
6. Mould cooling, venting & regrind management
i. Mould cooling
ii. Mould venting
iii. Regrind
7. DOE to develop robust injection molding parameters
8. Troubleshooting common issues at customer location
i. Short molding – consistent and inconsistent
ii. Flash
** Certificate of attendance will be awarded for those who completed the course
ABOUT THE FACILITATOR
Selvaraj is a highly qualified technical trainer in the areas of Continuous Improvement and Quality Excellence. He believes in interactive and fun filled training. His method of training is sharing rather than lecturing. With 23 years of experience in the field of Manufacturing Improvement & Quality Excellence covering areas of Design, Material Selection, Tooling, Machine & Process Engineering, Production and Supply Chain Management, Selvaraj B uses lots of real life examples. Selvaraj B started his career in 1989 as a Mechanical Engineer and in 23 years, has worked in 3 MNC companies that are World Class, i.e. Matsushita (Japanese), Robert Bosch (German) and Entegris (American) up to the level of an Operations Manager. Selvaraj B is a certified HRDF trainer. His strength is combining the intricacies and details of technical training with highly humorous anecdotes for maximum training effectiveness.
AMONG HIS NOTABLE ACHIEVEMENTS ARE:
1. Leading Gold Medal winning teams to NPC conventions – 1995 - 2002
2. Certified MTM and Ergonomics practitioner - 1997
3. Tooling & plastic parts design standardization - 2000
4. Awarded best Six Sigma Champion award in 2006 for promoting successful Sigma projects – 2006
5. Certified Trainer with Napoleon Hill International - 2007
6. Certified Lean Sigma Champion - 2010
7. Competent Communicator & Humorous Speech Division N Champion in Toastmasters International – 2012
8. Certified Six Sigma Master Black Belt - 2016
9. Member of the Society of Plastics Engineers
10. Member of the Institute of Engineers Malaysia
11. Certified NLP Practitioner - 2016
12. Certified VDI Quality Systems auditor - 1997
13. Certified Industry 4.0 Professional accredited by the US-based
International Institute of Executive Careers™ (IIEC)
AMONG HIS NOTABLE IMPROVEMENTS PROJECTS ARE:
1. Consolidating the Plastic Injection Moulding sections into 1 department & leading it – Bosch Bayan Lepas
2. Motivating and guiding numerous scrap reduction & quality improvement teams – Bosch Bayan Lepas, Automotive Lighting Bayan Lepas
3. Reduction of manufacturing lead time from 28 days to 3 days – Entegris
4. Cycle time reduction projects – Bosch, Entegris
5. Lean improvement projects – Signature Kitchen Sdn. Bhd. KL, Anshin Precision Sdn. Bhd. Shah Alam, Silverstone Berhad Taiping.
6. Starting a new factory of 200 headcount for Silicone Wafer Process Carrier comprising of Manufacturing, Maintenance, Engineering, Tooling, Production Planning & Continuous Improvement Department – Entegris Kulim Hi-Tech.
7. Guiding and inspiring numerous quality improvement and cost reduction teams to State level and National level competition and recognition.
8. Setting up & developing a World Class Manufacturing team for clean room fittings manufacturing – Entegris Kulim Hi-Tech
(HRD Corp/SBL Khas Claimable)
training Fee
14 hours Remote Online Training (Via Zoom)
RM 1,296.00/pax (excluded 8% SST)
2 days Face-to-Face Training (Physical Training at Hotel)
RM 2,250.00/pax (excluded 8% SST)
Group Registration: Register 3 participants from the same organization, the 4th participant is FREE.
(Buy 3 Get 1 Free) if Register before 11 April 2025. Please act fast to grab your favorite training program!We hope you find it informative and interesting and we look forward to seeing you soon.
Please act fast to grab your favorite training program! Please call 012-588 2728
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by "sump@otcmsb.com.my" <sump@otcmsb.com.my> - 02:21 - 4 Apr 2025 -
Economic mobility in rural America: A first look at new research
On McKinsey Perspectives
Characteristics of rural communities 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
•
Economic growth engine. That rural America is facing an inevitable decline is more myth than reality. In fact, the areas outside of urban centers are growing, and rural American communities are important contributors to the broader US economy, McKinsey Senior Partner Shelley Stewart III and coauthors explain. McKinsey Institute for Economic Mobility analysis found that from 2010 to 2022, the GDP in rural counties increased 15% and median household income rose 43% to reach nearly $60,000 a year—a historic record.
—Edited by Belinda Yu, editor, Atlanta
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by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 11:05 - 3 Apr 2025 -
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by "Eugene Pauline" <paulineeugene97@gmail.com> - 01:23 - 3 Apr 2025 -
Your “pre-built” path to income and lifestyle
It’s already been bolted and screwed together by professionals.When you get your driver’s license, you go buy a car, right?
…One you like, and can afford.
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by "Russell | ClickFunnels" <noreply@clickfunnelsnotifications.com> - 01:13 - 3 Apr 2025 -
The Art of REST API Design: Idempotency, Pagination, and Security
The Art of REST API Design: Idempotency, Pagination, and Security
APIs are the front doors to most systems.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreLatest articles
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APIs are the front doors to most systems.
They expose functionality, enable integrations, and define how teams, services, and users interact. But while it’s easy to get an API working, it’s much harder to design one that survives change, handles failure gracefully, and remains a joy to work with six months later.
Poorly designed APIs don’t just annoy consumers. They slow teams down, leak data, cause outages, and break integrations. One inconsistent response structure can turn into dozens of custom client parsers. One missing idempotency check can result in duplicate charges. One weak authorization path can cause a security breach.
Well-designed APIs, on the other hand, create leverage and help the team do more. Some defining features are as follows:
They act as contracts, not just access points.
They scale with usage.
They reduce surprises for the developers and other stakeholders.
And they are reliable, internally and externally.
Most of the pain in API systems doesn’t come from the initial development. It comes from evolving them: adding new fields without breaking old clients, handling retries without state duplication, and syncing data between systems without losing events.
A good API design is defensive and anticipates growth, chances of misuse, and failures. It understands that integration points are long-lived and every decision has an impact down the line.
In this article, we explore the core principles and techniques of good API Design that make APIs dependable, usable, and secure. While our focus will primarily be on REST APIs, we will also explore some concepts related to gRPC APIs to have a slightly more holistic view.
Principles of Good API Design...
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by "ByteByteGo" <bytebytego@substack.com> - 11:35 - 3 Apr 2025