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How can API integration improve insurance operations and connect core systems?

Hello, I am a software engineer from Japan. Currently, I am working as a senior software engineer in our team. We are seeking an Indian soft

Hello, I am a software engineer from Japan. Currently, I am working as a senior software engineer in our team. We are seeking an Indian software development team to collaborate with us. We will pay $2000-$3000 per month. If you are interested, please reach out me(haruma.miyamoto.dev1226@gmail.com). Thanks!

Moving Beyond MS Teams: Why We Switched to MirrorFly for In-App Live Classes

When we first launched our live coaching programs, we relied on a mix of MS Teams for lectures and Telegram for subject chats. While functional behind the scenes, the constant context-switching was chaotic for our students—and their feedback reflected it. Embedding MirrorFly as our in-app MS Teams alternative brought everything under one roof. Today, students join live streams, collaborate with faculty, and pull up study resources directly on our website. Cutting out third-party app hopping simplified our workflows and gave our learners the focused, polished experience they deserved.

**How Web Scraping Helps Ecommerce Businesses Track Competitor Prices**

Online product prices change every day. For ecommerce businesses, monitoring these changes manually can be difficult and time-consuming. Web scraping and automated data collection can help businesses track relevant product information from permitted online sources. **Here are five ways businesses can use ecommerce data:** 1. **Competitor Price Monitoring:** Compare prices across online stores and identify changes. 2. **Stock Availability Tracking:** Monitor which products are available or out of stock. 3. **Discount Analysis:** Track promotions, deals, and seasonal offers. 4. **Product Data Extraction:** Collect product names, descriptions, prices, and specifications. 5. **Market Intelligence:** Analyze historical data to understand pricing trends. **Example:** Imagine three online stores selling the same product: - Store A: $120 - Store B: $110 - Store C: $125 By comparing these prices, a retailer can identify differences and make better pricing decisions. However, accurate product matching is important. Businesses should compare identical models, sizes, and quantities. At NenoData, we work with web data extraction, competitor price monitoring, and ecommerce intelligence solutions. Learn more about ecommerce data intelligence: https://nenodata.com/ **Question for the community:** What is your biggest challenge when collecting and analyzing ecommerce product data?

Winter Coding Contest 6.0 — WCC 6.0

ACM VNRVJIET presents Winter Coding Contest 6.0 (WCC 6.0) — a national-level coding competition bringing together participants from across India to solve, compete, and put their programming skills to the test. Whether you're strengthening your fundamentals or looking for a competitive challenge, WCC 6.0 is an opportunity to challenge yourself, compete with others, and benchmark your problem-solving skills. Why Participate? - Compete with participants from across India - Challenge your programming and problem-solving skills - Gain experience in a competitive coding environment - Compete for a ₹55,000 prize pool Who Can Participate? Open to students from tech, coding, and related fields across India. Participate individually or as a team of 2. Your teammate can be a classmate, friend, or someone studying at another college anywhere in India. Key Dates Registration Deadline: 11 October 2026 Round 1: 13 October 2026 | 8:30 PM – 10:00 PM IST Mode: Online | Participation: Free Round 2: 22 October 2026 On-campus final at VNR VJIET, Hyderabad for shortlisted teams. Ready to put your coding skills to the test? Take on WCC 6.0. Register: https://wcc6.pages.dev/ For Queries, Contact through our official mail - acmvnrvjiet@gmail.com, and follow our official instagram handle - acm_vnrvjiet

What Are the Benefits of Using MirrorFly Teams?

MirrorFly Teams offers messaging, voice and video calls, meetings, communities, file sharing, and team collaboration into one workplace communication software. The main benefits are: Centralized communication — Teams can handle private chats, group conversations, channels, calls, and meetings in one place. Better team collaboration — Threads, file sharing, communities, announcements, and collaboration spaces help organize day-to-day discussions. Flexible deployment — Organizations can deploy it on their own infrastructure, private/public cloud, third-party data center, or use MirrorFly Cloud. More customization — Features, workflows, UI, security controls, and branding can be adapted to specific business requirements. Data and infrastructure control — Self-hosted deployments allow organizations to keep control over their infrastructure and business data. Enterprise security controls — It supports role-based access, authentication, permissions, security policies, and data/privacy controls. Reduced vendor dependency — With source-code access and self-hosting options, companies have more control over how the platform is modified and deployed. In simple terms: MirrorFly Teams is aimed at organizations that want a customizable workplace communication platform rather than being limited to a fixed collaboration tool.

Anyone have experience in integrating chat api?

I'm try to integrate into my software but i unable to configure properly.

I would like to build instant messaging software

Has anyone here worked with a Bank Statement Analyzer API for automated financial data extraction?

I’m exploring how developers handle OCR, transaction categorization, cash-flow analysis, and structured financial data from bank statements. What’s the biggest challenge you’ve faced: OCR accuracy, different statement formats, or transaction categorization?

I’m building an AI voice assistant — what features would actually make you use one daily?

I’ve been working on a personal AI assistant that can have conversations, help with planning, answer questions, assist with studying, and handle everyday tasks. I’m curious about what developers and tech users actually want from an AI assistant beyond just chatting. If you could have one AI assistant feature that genuinely saved you time every day, what would it be?

What’s the best way to automate driving licence data entry?

One thing we noticed while working on document automation is that onboarding can become unnecessarily repetitive when customers have to manually enter information from their driving licence. A driving licence already contains useful information such as the name, address, licence number, and expiration date. The challenge is getting that information from an uploaded image into the application without making someone type everything manually. This is one of the problems we’ve been working on with our Driving Licence OCR API. The basic workflow is quite straightforward: Upload licence → Extract information → Use the data in your application The interesting part is what happens after extraction. OCR isn't the same as verification. OCR handles converting the document into machine-readable data, while verification can be handled as a separate step depending on the application's requirements. For us, this approach makes sense for use cases such as car rentals, insurance, banking, customer onboarding, and digital record management. I'm curious how other developers approach this: Do you build document OCR internally, use a third-party API, or combine OCR with your existing verification workflow? Would be interesting to hear what has worked well for others. Source: AZAPI Driving Licence OCR API

Has anyone's company actually banned or restricted AI coding tools, and why?

Heard of a few companies restricting tools like Copilot/Cursor over IP or security concerns. Curious about real examples and what specifically drove that decision.

Async-first teams of 2026 — what replaced your daily standup?

We went fully async last year and dropped the daily standup for a written update in a shared doc. Works well for us but curious what other distributed teams are doing differently, especially across IST/PST time zones.

Is contributing to open source still a good use of time for career growth, or has AI-generated PRs diluted its value?

Used to be a strong signal on a resume. With a rise in low-effort AI-generated PRs flooding some repos, wondering if maintainers and recruiters still weigh this the same way.

Is a machine learning specialization still the safest bet for new grads, or is the market oversaturated already?

Every third student in my batch is pivoting to ML/AI specializations. Wondering if this is going to lead to an oversupply the same way full-stack bootcamp grads flooded the market a few years back.

What I learned building my first real Make.com project

Spent the last few weeks working hands-on with Make.com inside AI Automation. Sharing a few practical lessons that would have saved me time if I'd known them on day one.

What I learned building my first real Gemini project

Spent the last few weeks working hands-on with Gemini inside AI Tools & Platforms. Sharing a few practical lessons that would have saved me time if I'd known them on day one.

What's the best way to get started with Design Systems in UI/UX Design?

Trying to build a solid foundation in Design Systems as part of UI/UX Design. Any recommended resources, or a real project idea to practice with, that actually reflects how it's used in production?

What I learned building my first real Identity & Access Management project

Spent the last few weeks working hands-on with Identity & Access Management inside Cybersecurity. Sharing a few practical lessons that would have saved me time if I'd known them on day one.

Rust for backend services in 2026 — hype or genuinely worth the learning curve for a startup?

Considering Rust for a new high-throughput service instead of our usual Go/Node stack. Team has zero Rust experience currently. Is the performance gain worth the ramp-up time for a small team?