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Way to make api fast . . . . . . . . #viral #trending #development #coding #education

Comment “blog” & I’ll share the blog link & my notes with you in your DM 🤝🏻 (Make sure to follow else automation won’t work) Topic: REST API Save for your future interviews 📩 #dsa #systemdesign #tech #coding #codinglife #restapi #webdev #api [dsa, system design, REST API, tech]

What is an API? 🤯 How do APIs work?👾 How can APIs save developers huge amount of time? 🚀 Prepare for your next interview starting from the basics. Mastering the basics and not taking shortcuts will give you a solid ground to build your knowledge on. Software engineers should know this as it is the bread and butter of building complex systems 🫡 The simplest explanation of an API you will find online 👾 #code #softwareengineering #computerscience

How to debug and fix slow APIs? #webdevelopment #webdeveloper #fullstackdeveloper #backenddevelopment #backenddeveloper #softwaredevelopment

Follow @cloud_x_berry for more info #HTTPMethods #RESTAPI #BackendDevelopment #WebDevelopment #APIDesign HTTP methods, RESTful APIs, GET request, POST request, PUT request, PATCH request, DELETE request, client server architecture, API endpoints, CRUD operations, status codes 200 201 204, resource creation, data retrieval, resource update, partial update, resource deletion, request response cycle, stateless protocol, web services, backend fundamentals

Follow and comment “API” if you want links to the best AI tools for API testing! 🚀 Here are my top 3 picks: 1️⃣ Applitools: Best for visual testing with self-healing capabilities. 2️⃣ Test Sigma: Automate API, web, app, and Salesforce testing. 3️⃣ Katalon Studio: Features Smart Wait for enhanced test stability. Boost your testing game with these tools! 💡 #APITesting #AIChallenge #TechTools #SoftwareTesting #Automation

What does API mean to you? It's crucial for understanding how modern software connects. Test your tech knowledge with this quiz and discover the correct answer. The answer is (b) Application Programming Interface. To level up your coding skills and build seamless integrations, call 08162500833 to join our development classes at AvitechEdu today!#tech #softwareengineer #avitechedu #sangoota

Comment "API" to get links! 🚀 Want to learn APIs in a way that actually sticks? This mini roadmap helps you go from complete beginner to confidently using APIs in real backend projects, mobile apps, and frontend apps. 🎓 APIs in 4 Minutes Perfect starting point if you are brand new. You will understand what an API is (how apps talk to each other), why companies build APIs, and how requests and responses work. Great for building the mental model before you write any code. 📘 APIs for Beginners Now get practical. You will learn how to use an API, read documentation, send requests, and understand important concepts like endpoints, parameters, headers, and authentication. This is the exact workflow you will use when building real projects. 💻 What is a REST API Time to learn the most common API style in the real world. You will understand REST basics like GET, POST, PUT, DELETE, status codes, and how APIs are designed for clean backend architecture. This is super important for system design and backend interviews. 💡 With these API resources you will: Understand how web and mobile apps communicate with servers Learn how to test APIs and read API documentation Build real projects using public APIs and authentication Feel confident in backend engineering and full stack development If you are serious about backend engineering, full stack development, or system design interviews, learning APIs is a must. 📌 Save this post so you do not lose the roadmap. 💬 Comment "API" and I will send you all the links. 👉 Follow for more content on APIs, backend engineering, and system design.

Handling 1 Million RPS isn’t about code — it’s about smart architecture. 1️⃣ Traffic Distribution (Load Balancers) ➡️ Spreads incoming requests across many servers so nothing overloads. Example: 1M requests split across 200 servers = ~5K requests per server. ⸻ 2️⃣ Scale Out, Not Up (Horizontal Scaling) ➡️ Add more machines instead of making one server bigger. Example: Flash sale traffic? Instantly launch 50 new API instances. ⸻ 3️⃣ Fast Reads with Cache ➡️ Use Redis/Memcached to avoid hitting the database every time. Example: Cached user data = millions of DB calls saved daily. ⸻ 4️⃣ Edge Delivery with CDN ➡️ Static content loads from servers closest to the user. Example: Users in Delhi fetch images from a Delhi CDN node. ⸻ 5️⃣ Background Work with Queues ➡️ Heavy tasks run asynchronously so APIs respond instantly. Example: Payment succeeds now, email receipt sent in background. ⸻ 6️⃣ Split the Database (Sharding) ➡️ Divide data across multiple databases to handle scale. Example: Usernames A–M on one shard, N–Z on another. ⸻ 7️⃣ Rate Limiting ➡️ Prevent abuse and traffic spikes from taking the system down. Example: Limit clients to 100 requests/sec to block bots from killing the API. ⸻ 8️⃣ Lightweights Payloads ➡️ Smaller payloads = faster responses + less bandwidth. Example: Send only required fields instead of massive JSON blobs. Please follow for more such videos🙏 #systemdesign #softwaredevelopers #programming #tech #interview [API Design] [System Architecture] [API Scaling] [1 Million RPS] [Distributed Systems] [Load Balancing] [Database Sharding] [High Availability]

Comment down your favourite approach 👇👇 . . . . . #coding #coder #frontend #fullstackdeveloper #reactjs #next #api #webdeveloper #webdevelopment #website #web #development #tips #softwaredevelopment #nextjoy #javascript #trainer #technology #smallbusiness #onlineteaching

Api vs Rest Api #webdevelopment #programmingtips #learntocode #javascript #codingtips #developerlife #techeducation #techtips #learntocode #learnprogramming #codinglife
Top Creators
Most active in #api-testing
Reels Graph Intelligence.
Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #api-testing ecosystem.
Strategic Implementation
Our semantic engine has identified these specific pattern clusters as high-affinity matches for #api-testing. Integrated usage of #api-testing with strategic Reels tags like #testing api and #discovery is statistically linked to a significant increase in initial Reels discovery velocity.
In-Depth Hashtag Analysis: #api-testing
Expert Review • June 5, 2026 • Based on 12 Reels
Executive Overview
#api-testing is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 6,196,619 views— demonstrating strong content velocity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @nilbuild with 1,884,912 total views. The hashtag's semantic network includes 1 related keywords such as #testing api, indicating its position within a broader content cluster.
Viewership & Reach Analysis
The 12 reels in this dataset have generated a combined 6,196,619 views, translating to an average of 516,385 views per reel. This exceptionally high average viewership indicates that content in this hashtag frequently hits the Explore page or Reels tab, driving massive exposure beyond the creator's immediate follower base.
The highest-performing reel in this dataset received 1,884,912 views. This viral outlier performance is 365% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.
Content Overview & Top Creators
The #api-testing ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @nilbuild, has contributed 1 reel with a total viewership of 1,884,912. The top three creators — @nilbuild, @cloud_x_berry, and @chhavi_maheshwari_ — together account for 60.0% of the total views in this dataset. The semantic network of #api-testing extends across 1 related hashtags, including #testing api. Creators often use these tags together to reach overlapping audiences.
Discoverability & Reach Potential
The discoverability metrics for #api-testing indicate an active content ecosystem. The average of 516,385 views per reel demonstrates consistent audience reach. For creators using #api-testing, high-quality production and strong hooks in the first 1-2 seconds tend to perform best given the competition.
Analyst Verdict
#api-testing demonstrates the hallmarks of a well-performing Instagram hashtag. With an average of 516,385 views per reel, the viewership metrics position this hashtag as a premium discovery vehicle. Creators like @nilbuild and @cloud_x_berry are leading the charge, setting viewership benchmarks for the community.
Frequently Asked Questions
Everything about #api-testing on Instagram
Global Reels Trends
Explore high-velocity Instagram Reels hashtags currently shaping global discovery.












