# India

Published articles for India.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## One or two nameservers?

DevFeed: [One or two nameservers?](<https://devfeed.tech/articles/one-or-two-nameservers-26233.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/15/one-or-two-nameservers/>)

Author: Geoff Huston

Published: 2026-09-15T06:01:49Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>), [Query (disambiguation)](<https://devfeed.tech/topics/query.md>), [Server](<https://devfeed.tech/topics/server.md>), [Caching](<https://devfeed.tech/topics/caching.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [africa](<https://devfeed.tech/tags/africa.md>), [article](<https://devfeed.tech/tags/article.md>), [china](<https://devfeed.tech/tags/china.md>), [dns](<https://devfeed.tech/tags/dns.md>), [europe](<https://devfeed.tech/tags/europe.md>), [experiment](<https://devfeed.tech/tags/experiment.md>), [india](<https://devfeed.tech/tags/india.md>), [internet](<https://devfeed.tech/tags/internet.md>), [ipv4](<https://devfeed.tech/tags/ipv4.md>), [ipv6](<https://devfeed.tech/tags/ipv6.md>), [measurement](<https://devfeed.tech/tags/measurement.md>), [measurements](<https://devfeed.tech/tags/measurements.md>), [recursive-resolver](<https://devfeed.tech/tags/recursive-resolver.md>), [repeat](<https://devfeed.tech/tags/repeat.md>), [responses](<https://devfeed.tech/tags/responses.md>), [server](<https://devfeed.tech/tags/server.md>), [tech-matters](<https://devfeed.tech/tags/tech-matters.md>)

### AI overview

This article reports an experiment testing whether serving a DNS zone with two authoritative dual-stack nameservers changes repeated queries. Compared with one nameserver, two nameservers increased the single-query completion rate from 58% to 71% and reduced the average queries per test from 3.43 to 2.57.

### Source excerpt

Do multiple dual-stack nameservers increase or decrease repeat DNS queries? The results of this experiment were a complete surprise.

## Airtel plans to begin RPKI Route Origin Validation rollout on 22 September 2026

DevFeed: [Airtel plans to begin RPKI Route Origin Validation rollout on 22 September 2026](<https://devfeed.tech/articles/airtel-as9498-to-take-the-lead-on-the-rpki-rov-front-39785.md>)

Original publisher: [Read original article](<https://anuragbhatia.com/post/2026/09/airtel-to-start-rov/>)

Published: 2026-09-14T09:00:47Z

Content type: opinion

Language: en

Sources: [Personal blog of Anurag Bhatia](<https://devfeed.tech/sources/personal-blog-of-anurag-bhatia.md>)

Topics: [networking](<https://devfeed.tech/topics/networking.md>), [Routing Security](<https://devfeed.tech/topics/routing-security.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [airtel](<https://devfeed.tech/tags/airtel.md>), [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [as9498](<https://devfeed.tech/tags/as9498.md>), [india](<https://devfeed.tech/tags/india.md>), [ipv4](<https://devfeed.tech/tags/ipv4.md>), [ipv6](<https://devfeed.tech/tags/ipv6.md>), [routing-security](<https://devfeed.tech/tags/routing-security.md>), [rov](<https://devfeed.tech/tags/rov.md>), [rpki](<https://devfeed.tech/tags/rpki.md>)

### AI overview

Airtel has told customers it plans to begin rolling out RPKI Route Origin Validation on 22 September 2026. The article examines 726 RPKI-invalid routes in Airtel's table, including 108 IPv4 and 618 IPv6 routes, and discusses their visibility outside India.

### Source excerpt

Just back from Mumbai after APNIC 62 and Equinix's India Peering Forum. On excellent news: Airtel has started sending emails to its customers about RPKI RoV (Route Origin Validation). As per the mail, Airtel will start RPKI RoV soon and has mentioned 22 Sep 2026 as the timeline when they will start rolling out RoV. This is excellent news on the routing security front, and kudos to Airtel (AS9498) for taking the lead here among other large Indian backbones. This brings up the important question of how many routes exist in their table which are RPKI RoV invalids as of today? Looking at their announcements, I see the following: RPKI Valids: 33,735 RPKI Unknown: 4632 RPKI invalids: 726 This is for their table, including downstream routes. One can view the complete list of those 726 invalids, including prefix and AS_PATH here. One interesting thing here is that out of 726, 140 are from Airtel fixedline AS24560 and 122 are from Airtel Mobility. In terms of address family, there are 108 invalids from IPv4 and 618 from IPv6. How many of these invalids are single-homed vs multi-homed? This is important to check, as often the argument against RoV given by various operators in past was that they were losing traffic to their competitors. When I checked, I do not see any of these prefixes visible outside of India behind a transit-free / tier 1 network without AS9498 in the path. It could be because Tata Comm AS6453 drops RPKI invalid already & most of these are not dual-homed via Jio AS64049. So unless a less specific RPKI valid announcement is there, these are anyway largely blackholed for now by networks & IXPs doing RoV outside of India. Let's hope other Indian backbones also start doing RPKI RoV soon. Happy routing! 😀

## Thanks for participating in APNIC 62

DevFeed: [Thanks for participating in APNIC 62](<https://devfeed.tech/articles/thanks-for-participating-in-apnic-62-10865.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/10/thanks-for-participating-in-apnic-62/>)

Author: Timothy Hildred

Published: 2026-09-10T13:16:58Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>), [networking](<https://devfeed.tech/topics/networking.md>), [NIXI](<https://devfeed.tech/topics/nixi.md>)

Tags: [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [blog](<https://devfeed.tech/tags/blog.md>), [community](<https://devfeed.tech/tags/community.md>), [conference](<https://devfeed.tech/tags/conference.md>), [conferences](<https://devfeed.tech/tags/conferences.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [india](<https://devfeed.tech/tags/india.md>), [industry](<https://devfeed.tech/tags/industry.md>), [internet](<https://devfeed.tech/tags/internet.md>), [keynote](<https://devfeed.tech/tags/keynote.md>), [learn](<https://devfeed.tech/tags/learn.md>), [linkedin](<https://devfeed.tech/tags/linkedin.md>), [networking](<https://devfeed.tech/tags/networking.md>), [nixi](<https://devfeed.tech/tags/nixi.md>), [september-2026](<https://devfeed.tech/tags/september-2026.md>), [speakers](<https://devfeed.tech/tags/speakers.md>), [survey](<https://devfeed.tech/tags/survey.md>), [transcripts](<https://devfeed.tech/tags/transcripts.md>), [updates](<https://devfeed.tech/tags/updates.md>), [videos](<https://devfeed.tech/tags/videos.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

APNIC 62 brought together 583 in-person and remote attendees from 54 economies in Mumbai from 4 to 10 September 2026. The article thanks participants, speakers, sponsors, and organizers, and points readers to the conference report, recordings, presentations, transcripts, and survey.

### Source excerpt

Thank you to everyone who participated in person and remotely at APNIC 62, hosted by the National Internet Exchange of India (NIXI) and co-hosted by ISPAI, from 4 to 10 September 2026 in Mumbai, India.

## 2026 APNIC Survey report released

DevFeed: [2026 APNIC Survey report released](<https://devfeed.tech/articles/2026-apnic-survey-report-released-10864.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/10/2026-apnic-survey-report-released/>)

Author: Dale Roberts

Published: 2026-09-10T03:21:38Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>)

Tags: [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [apnic-survey](<https://devfeed.tech/tags/apnic-survey.md>), [blog](<https://devfeed.tech/tags/blog.md>), [community](<https://devfeed.tech/tags/community.md>), [executive](<https://devfeed.tech/tags/executive.md>), [india](<https://devfeed.tech/tags/india.md>), [internet](<https://devfeed.tech/tags/internet.md>), [open](<https://devfeed.tech/tags/open.md>), [research](<https://devfeed.tech/tags/research.md>), [responses](<https://devfeed.tech/tags/responses.md>), [september-2026](<https://devfeed.tech/tags/september-2026.md>), [survey](<https://devfeed.tech/tags/survey.md>)

### AI overview

The 2026 APNIC Survey report is available, presenting feedback from 1,385 valid responses about APNIC's performance, priorities, and future direction. A summary will be discussed at APNIC 62 in Mumbai, with the findings and a later response from the Executive Council forming part of APNIC's strategic planning.

### Source excerpt

The 2026 APNIC Survey report is now available, providing valuable feedback from Members and the wider Internet community on APNIC's performance, priorities, and future direction.

## How Cisco and Jagriti are unlocking digital potential in Purvanchal

DevFeed: [How Cisco and Jagriti are unlocking digital potential in Purvanchal](<https://devfeed.tech/articles/how-cisco-and-jagriti-are-unlocking-digital-potential-in-purvanchal-10938.md>)

Original publisher: [Read original article](<https://blogs.cisco.com/our-corporate-purpose/how-cisco-and-jagriti-are-unlocking-digital-potential-in-purvanchal>)

Author: Rohini Kamath

Published: 2026-09-09T20:22:55Z

Content type: article

Language: en

Sources: [Cisco Blogs](<https://devfeed.tech/sources/cisco-blogs.md>)

Topics: [Cisco](<https://devfeed.tech/topics/cisco.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [cisco](<https://devfeed.tech/tags/cisco.md>), [cisco-purpose](<https://devfeed.tech/tags/cisco-purpose.md>), [community](<https://devfeed.tech/tags/community.md>), [entrepreneurship](<https://devfeed.tech/tags/entrepreneurship.md>), [india](<https://devfeed.tech/tags/india.md>), [our-corporate-purpose](<https://devfeed.tech/tags/our-corporate-purpose.md>), [social-impact-and-inclusion](<https://devfeed.tech/tags/social-impact-and-inclusion.md>), [social-impact-and-inclusion-office](<https://devfeed.tech/tags/social-impact-and-inclusion-office.md>), [social-impact-investments](<https://devfeed.tech/tags/social-impact-investments.md>), [technology](<https://devfeed.tech/tags/technology.md>)

### AI overview

Cisco describes its partnership with Jagriti to support the Tech Shakti Shri program, which helps rural women in Purvanchal, Uttar Pradesh, develop digital and entrepreneurial skills. The article highlights Seema Gupta, an agricultural drone operator, and the program's initial awareness and training phases.

### Source excerpt

In one of India's least industrialized regions, we're helping rural women access the digital tools they need to build real enterprises -- and the ripple effects are opening pathways to economic mobility for entire communities.

## APNIC and NIXI partner to strengthen routing security and technical capacity in India

DevFeed: [APNIC and NIXI partner to strengthen routing security and technical capacity in India](<https://devfeed.tech/articles/apnic-and-nixi-partner-to-strengthen-routing-security-and-technical-capacity-in-india-10862.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/09/apnic-and-nixi-partner-to-strengthen-routing-security-and-technical-capacity-in-india/>)

Author: Dan Fidler

Published: 2026-09-09T09:01:06Z

Content type: news

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Routing Security](<https://devfeed.tech/topics/routing-security.md>), [Security](<https://devfeed.tech/topics/security.md>), [Internet](<https://devfeed.tech/topics/internet.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [networking](<https://devfeed.tech/topics/networking.md>)

Tags: [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [collaboration](<https://devfeed.tech/tags/collaboration.md>), [development](<https://devfeed.tech/tags/development.md>), [india](<https://devfeed.tech/tags/india.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [internet](<https://devfeed.tech/tags/internet.md>), [ipv6](<https://devfeed.tech/tags/ipv6.md>), [knowledge-sharing](<https://devfeed.tech/tags/knowledge-sharing.md>), [nixi](<https://devfeed.tech/tags/nixi.md>), [partnership](<https://devfeed.tech/tags/partnership.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [routing](<https://devfeed.tech/tags/routing.md>), [routing-security](<https://devfeed.tech/tags/routing-security.md>), [rpki](<https://devfeed.tech/tags/rpki.md>), [security](<https://devfeed.tech/tags/security.md>), [skills](<https://devfeed.tech/tags/skills.md>), [support](<https://devfeed.tech/tags/support.md>)

### AI overview

APNIC and NIXI have signed an MoU to strengthen routing security and technical capacity in India. The partnership will expand IPv6 and RPKI deployment, pilot an RPKI repository mirror, promote routing security practices, and support technical training and knowledge sharing.

### Source excerpt

The partnership will expand IPv6 and RPKI deployment including piloting an RPKI Repository Mirror to support a more secure and resilient Internet ecosystem.

## Evaluation-First AI Agents: How Zepto Scales Customer Support on Databricks and MLflow

DevFeed: [Evaluation-First AI Agents: How Zepto Scales Customer Support on Databricks and MLflow](<https://devfeed.tech/articles/evaluation-first-ai-agents-how-zepto-scales-customer-support-on-databricks-and-mlflow-11538.md>)

Original publisher: [Read original article](<https://www.databricks.com/blog/evaluation-first-ai-agents-how-zepto-scales-customer-support-databricks-and-mlflow>)

Author: Gireesh Sreedhar KP; Deepak Dhankani; Eash Sharma

Published: 2026-09-09T03:00:00Z

Content type: article

Language: en

Sources: [Databricks](<https://devfeed.tech/sources/databricks.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [databricks](<https://devfeed.tech/topics/databricks.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [blog](<https://devfeed.tech/tags/blog.md>), [company](<https://devfeed.tech/tags/company.md>), [customer](<https://devfeed.tech/tags/customer.md>), [customers](<https://devfeed.tech/tags/customers.md>), [data-science-and-ml](<https://devfeed.tech/tags/data-science-and-ml.md>), [data-strategy](<https://devfeed.tech/tags/data-strategy.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [evaluation](<https://devfeed.tech/tags/evaluation.md>), [india](<https://devfeed.tech/tags/india.md>), [industries](<https://devfeed.tech/tags/industries.md>), [operations](<https://devfeed.tech/tags/operations.md>), [platform](<https://devfeed.tech/tags/platform.md>), [product](<https://devfeed.tech/tags/product.md>), [production](<https://devfeed.tech/tags/production.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [retail-consumer-goods](<https://devfeed.tech/tags/retail-consumer-goods.md>), [scale](<https://devfeed.tech/tags/scale.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

This Databricks and MLflow case study describes how Zepto uses an evaluation-first, multi-agent AI system to operate customer support at more than 100,000 tickets per day. It focuses on the system architecture, evaluation framework, quality gate, and development and production loops used to improve reliability as volume, product categories, languages, and failure modes expand.

### Source excerpt

Zepto's Push for Reliable, Real-Time Customer SupportZepto is one of India's fastest-growing...

## Welcome to APNIC 62

DevFeed: [Welcome to APNIC 62](<https://devfeed.tech/articles/welcome-to-apnic-62-10861.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/08/welcome-to-apnic-62/>)

Author: Timothy Hildred

Published: 2026-09-08T03:33:07Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>), [Networks](<https://devfeed.tech/topics/networks.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [DNSSEC](<https://devfeed.tech/topics/dnssec.md>), [threat detection](<https://devfeed.tech/topics/threat-detection.md>), [Threat Research](<https://devfeed.tech/topics/threat-research.md>), [FIRST](<https://devfeed.tech/topics/first.md>)

Tags: [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [community](<https://devfeed.tech/tags/community.md>), [conference](<https://devfeed.tech/tags/conference.md>), [conferences](<https://devfeed.tech/tags/conferences.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [dnssec](<https://devfeed.tech/tags/dnssec.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [india](<https://devfeed.tech/tags/india.md>), [ipv4](<https://devfeed.tech/tags/ipv4.md>), [ipv6](<https://devfeed.tech/tags/ipv6.md>), [nixi](<https://devfeed.tech/tags/nixi.md>), [nro](<https://devfeed.tech/tags/nro.md>), [policy-sig](<https://devfeed.tech/tags/policy-sig.md>), [tech-matters](<https://devfeed.tech/tags/tech-matters.md>), [threat-detection](<https://devfeed.tech/tags/threat-detection.md>)

### AI overview

APNIC 62 in Mumbai previews technical, security, IPv6 deployment, DNSSEC, threat-detection, community, and policy sessions, alongside keynote talks, social events, newcomer activities, and NRO NC voting information.

### Source excerpt

APNIC welcomes you to Mumbai, India for APNIC 62. Here is what you can look forward to over the coming days.

## Indian backbones need AS\_PATH filters

DevFeed: [Indian backbones need AS\_PATH filters](<https://devfeed.tech/articles/indian-backbones-need-as-path-filters-39786.md>)

Original publisher: [Read original article](<https://anuragbhatia.com/post/2026/09/india-routing-security/>)

Published: 2026-09-07T20:11:07Z

Content type: opinion

Language: en

Sources: [Personal blog of Anurag Bhatia](<https://devfeed.tech/sources/personal-blog-of-anurag-bhatia.md>)

Topics: [BGP](<https://devfeed.tech/topics/bgp.md>), [Routing (disambiguation)](<https://devfeed.tech/topics/routing.md>), [networking](<https://devfeed.tech/topics/networking.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [airtel](<https://devfeed.tech/tags/airtel.md>), [as4755](<https://devfeed.tech/tags/as4755.md>), [as55836](<https://devfeed.tech/tags/as55836.md>), [as9498](<https://devfeed.tech/tags/as9498.md>), [bgp](<https://devfeed.tech/tags/bgp.md>), [india](<https://devfeed.tech/tags/india.md>), [jio](<https://devfeed.tech/tags/jio.md>), [network](<https://devfeed.tech/tags/network.md>), [rcom](<https://devfeed.tech/tags/rcom.md>), [routing](<https://devfeed.tech/tags/routing.md>), [tata-comm](<https://devfeed.tech/tags/tata-comm.md>)

### AI overview

The article argues that route leaks are a longstanding security problem for India's routing infrastructure. It explains limitations of IRR AS-SETs, discusses ASPA and AS_PATH filters or peer lock, and questions whether major Indian backbones can consistently apply those filters because of indirect routing and smaller downstream networks.

### Source excerpt

The security of India's routing infrastructure is something that isn't discussed as much as cybersecurity, software vulnerabilities, etc. Part of the blame for that has to go to our industry, which is relatively closed when it comes to sharing incidents and also lacks good documentation on the deployment side of things. Some of these things came to light after the RCom (AS18101) BGP hijack of Telegram prefixes in June 2026. One silent problem for a long time has been route leaks. BGP route leak Route leaks happen when a network ends up announcing a route to a BGP adjacency where it is not supposed to announce that route. Take, for example, a network "leaking" routes learnt from a peer to transit, or vice versa. One can filter downstreams which are small, but it's very hard to filter large downstream networks which have further downstreams, or if one is far removed from that ASN. IRR AS-SETs exist for this reason, but they have not worked well due to tooling challenges. Furthermore, IRR (Internet Routing Registry) by design is a public register where one "publishes intent" before actually doing that in BGP, and then anyone can match the intent with the state in BGP. New tech ASPA will help address this issue, but it's new, vendor support is still in the development phase and it will take its own adoption time. AS_PATH filters / Peer lock This is older tech which can play a very effective role in controlling leaks. If network A decides to peer with network B, they both can agree to announce all routes to each other over the peering & agree to reject each other's ASN from all other BGP sessions. It's a common practice between large transit-free Tier-1 networks as well as major backbones and is often referred to by the fancy name of "peer lock". In India, I doubt backbones like Airtel, Jio, and Tata Comm can have AS_PATH filters rejecting each other from everywhere except direct sessions because there is some indirect routing visible all the time. It could be because of

## Strengthening Camera Support in Zephyr for Advanced Vision Applications

DevFeed: [Strengthening Camera Support in Zephyr for Advanced Vision Applications](<https://devfeed.tech/articles/strengthening-camera-support-in-zephyr-for-advanced-vision-applications-13980.md>)

Original publisher: [Read original article](<https://www.zephyrproject.org/strengthening-camera-support-in-zephyr-for-advanced-vision-applications/>)

Author: Zephyr Project

Published: 2026-09-04T21:12:17Z

Content type: article

Language: en

Sources: [Zephyr Project](<https://devfeed.tech/sources/zephyr-project.md>)

Topics: [Embedded Systems](<https://devfeed.tech/topics/embedded-systems.md>), [Embedded Software Dev](<https://devfeed.tech/topics/embedded-software-dev.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Framework](<https://devfeed.tech/topics/framework.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [object-detection](<https://devfeed.tech/topics/object-detection.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [Robotics](<https://devfeed.tech/topics/robotics.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [blog](<https://devfeed.tech/tags/blog.md>), [cameras](<https://devfeed.tech/tags/cameras.md>), [development](<https://devfeed.tech/tags/development.md>), [embedded](<https://devfeed.tech/tags/embedded.md>), [embedded-systems](<https://devfeed.tech/tags/embedded-systems.md>), [events](<https://devfeed.tech/tags/events.md>), [india](<https://devfeed.tech/tags/india.md>), [industry-conference](<https://devfeed.tech/tags/industry-conference.md>), [object-detection](<https://devfeed.tech/tags/object-detection.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [open-source-summit](<https://devfeed.tech/tags/open-source-summit.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [vision](<https://devfeed.tech/tags/vision.md>), [zephyr](<https://devfeed.tech/tags/zephyr.md>), [zero-copy](<https://devfeed.tech/tags/zero-copy.md>)

### AI overview

This event recap examines proposed changes to Zephyr's camera and driver architecture for AI-driven vision workloads. The proposals include attaching metadata and inference results to individual video buffers and adding per-buffer callbacks to improve buffer ownership, reduce CPU wakeups, and support more manageable camera pipelines. The changes remain under exploration through prototypes and community discussions.

### Source excerpt

The Zephyr community came together at Open Source Summit India 2026 in Mumbai to share knowledge and explore developments, tooling, and real-world applications across embedded systems. In this second post event blog, we recap two lightning talks from the Zephyr track focused on camera support.

## 7 Whop Alternatives for Creators and SaaS Sellers in 2026

DevFeed: [7 Whop Alternatives for Creators and SaaS Sellers in 2026](<https://devfeed.tech/articles/7-whop-alternatives-for-creators-and-saas-sellers-in-2026-10445.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/whop-alternatives/>)

Author: Deepak Jangir

Published: 2026-08-31T00:00:00Z

Content type: article

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Software](<https://devfeed.tech/topics/software.md>), [stripe](<https://devfeed.tech/topics/stripe.md>)

Tags: [alternatives](<https://devfeed.tech/tags/alternatives.md>), [comparison](<https://devfeed.tech/tags/comparison.md>), [creators](<https://devfeed.tech/tags/creators.md>), [cross-border](<https://devfeed.tech/tags/cross-border.md>), [crypto](<https://devfeed.tech/tags/crypto.md>), [fees](<https://devfeed.tech/tags/fees.md>), [global](<https://devfeed.tech/tags/global.md>), [india](<https://devfeed.tech/tags/india.md>), [merchant-of-record](<https://devfeed.tech/tags/merchant-of-record.md>), [payments](<https://devfeed.tech/tags/payments.md>), [pricing](<https://devfeed.tech/tags/pricing.md>), [saas](<https://devfeed.tech/tags/saas.md>), [stripe](<https://devfeed.tech/tags/stripe.md>), [subscriptions](<https://devfeed.tech/tags/subscriptions.md>), [us](<https://devfeed.tech/tags/us.md>), [usage-based-billing](<https://devfeed.tech/tags/usage-based-billing.md>), [vat](<https://devfeed.tech/tags/vat.md>)

### AI overview

A comparison of seven Whop alternatives for creators and SaaS sellers, focusing on effective fees, international transactions, payouts, tax handling, and fit for software businesses.

### Source excerpt

Whop's headline 2.7% + 30c climbs toward 7% once FX and payout fees stack. Compare seven alternatives with verified 2026 pricing and pick the right fit.

## Forging India's Digital Future: Elastic{ON} Comes to Mumbai

DevFeed: [Forging India's Digital Future: Elastic{ON} Comes to Mumbai](<https://devfeed.tech/articles/forging-india-s-digital-future-elastic-on-comes-to-mumbai-4822.md>)

Original publisher: [Read original article](<https://www.elastic.co/blog/elasticon-mumbai-2026>)

Author: Atul Ahuja

Published: 2026-08-26T00:00:00Z

Content type: article

Language: en

Sources: [Elastic Blog - Elasticsearch, Kibana, and ELK Stack](<https://devfeed.tech/sources/elastic-blog-elasticsearch-kibana-and-elk-stack.md>)

Topics: [AI search](<https://devfeed.tech/topics/ai-search.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agentic-ai-cybersecurity](<https://devfeed.tech/tags/agentic-ai-cybersecurity.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [data](<https://devfeed.tech/tags/data.md>), [disaster-recovery](<https://devfeed.tech/tags/disaster-recovery.md>), [india](<https://devfeed.tech/tags/india.md>), [observability](<https://devfeed.tech/tags/observability.md>), [observability-security-search](<https://devfeed.tech/tags/observability-security-search.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [search](<https://devfeed.tech/tags/search.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Elastic{ON} Mumbai will cover search, full-stack observability, security, and the use of enterprise data to ground agentic AI. The article also discusses regulatory expectations for unified, real-time technology visibility, resilience, and evidence production.

### Source excerpt

Join us at Elastic{ON} Mumbai to explore search, full-stack observability, and security, and how Elastic acts as the context engine that grounds agentic AI in your enterprise data, transforming regulatory mandates and data into an AI advantage.

## Axe-core at 5 billion: Accessibility meets the moment

DevFeed: [Axe-core at 5 billion: Accessibility meets the moment](<https://devfeed.tech/articles/axe-core-at-5-billion-accessibility-meets-the-moment-9428.md>)

Original publisher: [Read original article](<https://www.deque.com/blog/axe-core-at-5-billion-accessibility-meets-the-moment/>)

Author: Preety Kumar

Published: 2026-08-18T13:02:27Z

Content type: article

Language: en

Sources: [Deque](<https://devfeed.tech/sources/deque.md>)

Topics: [Accessibility](<https://devfeed.tech/topics/accessibility.md>), [axe-core](<https://devfeed.tech/topics/axe-core.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [accessibility](<https://devfeed.tech/tags/accessibility.md>), [ai](<https://devfeed.tech/tags/ai.md>), [axe-core](<https://devfeed.tech/tags/axe-core.md>), [canada](<https://devfeed.tech/tags/canada.md>), [company-news-and-updates](<https://devfeed.tech/tags/company-news-and-updates.md>), [digital-accessibility](<https://devfeed.tech/tags/digital-accessibility.md>), [digital-products](<https://devfeed.tech/tags/digital-products.md>), [eaa](<https://devfeed.tech/tags/eaa.md>), [en-301-549](<https://devfeed.tech/tags/en-301-549.md>), [european-accessibility-act](<https://devfeed.tech/tags/european-accessibility-act.md>), [financial-services](<https://devfeed.tech/tags/financial-services.md>), [global](<https://devfeed.tech/tags/global.md>), [india](<https://devfeed.tech/tags/india.md>), [news](<https://devfeed.tech/tags/news.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

Axe-core has surpassed 5 billion downloads, up from 3 billion a year earlier, while daily downloads approach 10 million. The article connects this growth with accelerating global digital accessibility enforcement, including the European Accessibility Act, EN 301 549 updates, and developments in Canada, Australia, India, and South Korea. It also notes the continuing importance of open source and speculates about AI agents' role in using Axe-core.

### Source excerpt

The global digital accessibility community is experiencing a time of incredible momentum and incredible urgency. From every corner of the world, we are seeing new stories emerge--regulatory expansion, technological innovation, groundbreaking legal decisions, and more. This is happening at a time when AI is dramatically reshaping what it means to create digital products, services, and experiences. The post Axe-core at 5 billion: Accessibility meets the moment appeared first on Deque.

## India's Internet ecosystem in 2026: Growth, resilience, and the road ahead

DevFeed: [India's Internet ecosystem in 2026: Growth, resilience, and the road ahead](<https://devfeed.tech/articles/india-s-internet-ecosystem-in-2026-growth-resilience-and-the-road-ahead-10839.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/08/17/indias-internet-ecosystem-in-2026-growth-resilience-and-the-road-ahead/>)

Author: Samantha Douglas

Published: 2026-08-17T01:30:48Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>), [Networks](<https://devfeed.tech/topics/networks.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [5G](<https://devfeed.tech/topics/5g.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>)

Tags: [5g](<https://devfeed.tech/tags/5g.md>), [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [community](<https://devfeed.tech/tags/community.md>), [development](<https://devfeed.tech/tags/development.md>), [digital-platforms](<https://devfeed.tech/tags/digital-platforms.md>), [digital-transformation](<https://devfeed.tech/tags/digital-transformation.md>), [economy-report](<https://devfeed.tech/tags/economy-report.md>), [education](<https://devfeed.tech/tags/education.md>), [finance](<https://devfeed.tech/tags/finance.md>), [global](<https://devfeed.tech/tags/global.md>), [government](<https://devfeed.tech/tags/government.md>), [growth](<https://devfeed.tech/tags/growth.md>), [healthcare](<https://devfeed.tech/tags/healthcare.md>), [india](<https://devfeed.tech/tags/india.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [internet](<https://devfeed.tech/tags/internet.md>), [ipv6](<https://devfeed.tech/tags/ipv6.md>), [measurement](<https://devfeed.tech/tags/measurement.md>), [mobile](<https://devfeed.tech/tags/mobile.md>), [networks](<https://devfeed.tech/tags/networks.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [scale](<https://devfeed.tech/tags/scale.md>)

### AI overview

India's Internet ecosystem has expanded through affordable mobile broadband, major digital infrastructure investment, and strong IPv6 adoption. The article examines the shift from rapid growth toward resilient, secure, and inclusive connectivity, while highlighting persistent rural and remote access gaps and the continued expansion of 4G, 5G, and fixed broadband.

### Source excerpt

India has built one of the world's largest Internet ecosystems through affordable mobile broadband, digital infrastructure investment, and IPv6 leadership. As it prepares to host APNIC 62, the challenge is ensuring connectivity remains resilient, secure, and inclusive.

## Serverless vehicle tracking at scale: Bosch L.OS on AWS

DevFeed: [Serverless vehicle tracking at scale: Bosch L.OS on AWS](<https://devfeed.tech/articles/serverless-vehicle-tracking-at-scale-bosch-l-os-on-aws-4650.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/architecture/serverless-vehicle-tracking-at-scale-bosch-l-os-on-aws/>)

Author: Yogish Kutkunje Pai

Published: 2026-08-14T10:02:13Z

Content type: article

Language: en

Sources: [AWS Architecture Blog](<https://devfeed.tech/sources/aws-architecture-blog.md>)

Topics: [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [Amazon Elastic Container Service](<https://devfeed.tech/topics/amazon-elastic-container-service.md>), [AWS Lambda](<https://devfeed.tech/topics/aws-lambda.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [data](<https://devfeed.tech/topics/data.md>), [Networks](<https://devfeed.tech/topics/networks.md>), [Amazon EC2](<https://devfeed.tech/topics/amazon-ec2.md>)

Tags: [amazon-elastic-container-service](<https://devfeed.tech/tags/amazon-elastic-container-service.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [aws](<https://devfeed.tech/tags/aws.md>), [complexity](<https://devfeed.tech/tags/complexity.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [cost](<https://devfeed.tech/tags/cost.md>), [customer-solutions](<https://devfeed.tech/tags/customer-solutions.md>), [data](<https://devfeed.tech/tags/data.md>), [india](<https://devfeed.tech/tags/india.md>), [integration](<https://devfeed.tech/tags/integration.md>), [intermediate-200](<https://devfeed.tech/tags/intermediate-200.md>), [networks](<https://devfeed.tech/tags/networks.md>), [operations](<https://devfeed.tech/tags/operations.md>), [performance](<https://devfeed.tech/tags/performance.md>), [platform](<https://devfeed.tech/tags/platform.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [scale](<https://devfeed.tech/tags/scale.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [supply-chain](<https://devfeed.tech/tags/supply-chain.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

Bosch Mobility Platform Solutions built L.OS, a serverless platform on AWS that unifies fragmented vehicle-tracking data across India's spot logistics market. The article describes how the platform standardizes data from multiple providers and supports scalable, real-time visibility through workflows for discovery, tracking, and termination.

### Source excerpt

Learn how Bosch Mobility Platform Solutions built L.OS, a serverless vehicle tracking platform on AWS that unifies India's fragmented spot logistics market into a single real-time visibility layer using Amazon ECS, AWS Lambda, and Amazon MSK.

## Mapping the AI economy

DevFeed: [Mapping the AI economy](<https://devfeed.tech/articles/mapping-the-ai-economy-184.md>)

Original publisher: [Read original article](<https://stripe.com/blog/mapping-the-ai-economy>)

Author: Abhi Tiwari

Published: 2026-08-11T00:00:00Z

Content type: article

Language: en

Sources: [Stripe Blog](<https://devfeed.tech/sources/stripe-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [stripe](<https://devfeed.tech/topics/stripe.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [analysis](<https://devfeed.tech/tags/analysis.md>), [brazil](<https://devfeed.tech/tags/brazil.md>), [data](<https://devfeed.tech/tags/data.md>), [global](<https://devfeed.tech/tags/global.md>), [global-expansion](<https://devfeed.tech/tags/global-expansion.md>), [growth](<https://devfeed.tech/tags/growth.md>), [india](<https://devfeed.tech/tags/india.md>), [japan](<https://devfeed.tech/tags/japan.md>), [mapping](<https://devfeed.tech/tags/mapping.md>), [payment](<https://devfeed.tech/tags/payment.md>), [stripe](<https://devfeed.tech/tags/stripe.md>)

### AI overview

Stripe analyzes transaction data from AI companies to map global AI demand, identifying high-spend and high-momentum markets and highlighting localization strategies for international revenue growth.

### Source excerpt

AI companies are undergoing rapid global expansion while achieving unprecedented rates of growth. We analyzed Stripe data to understand where global demand is the strongest, and how companies can build to best capture that demand.

## Credit Card Surcharging Rules for Digital Businesses

DevFeed: [Credit Card Surcharging Rules for Digital Businesses](<https://devfeed.tech/articles/credit-card-surcharging-rules-for-digital-businesses-9773.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/credit-card-surcharging/>)

Author: Deepak Jangir

Published: 2026-08-10T00:00:00Z

Content type: article

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Software as a service](<https://devfeed.tech/topics/saas.md>), [Shared Responsibility Model](<https://devfeed.tech/topics/shared-responsibility-model.md>)

Tags: [australia](<https://devfeed.tech/tags/australia.md>), [canada](<https://devfeed.tech/tags/canada.md>), [checkout](<https://devfeed.tech/tags/checkout.md>), [cost](<https://devfeed.tech/tags/cost.md>), [fees](<https://devfeed.tech/tags/fees.md>), [global](<https://devfeed.tech/tags/global.md>), [india](<https://devfeed.tech/tags/india.md>), [legal](<https://devfeed.tech/tags/legal.md>), [payment](<https://devfeed.tech/tags/payment.md>), [payments](<https://devfeed.tech/tags/payments.md>), [policy](<https://devfeed.tech/tags/policy.md>), [pricing](<https://devfeed.tech/tags/pricing.md>), [saas](<https://devfeed.tech/tags/saas.md>), [united-kingdom](<https://devfeed.tech/tags/united-kingdom.md>)

### AI overview

This article explains credit card surcharging for digital businesses, including its definition, geographic restrictions, card-network requirements, caps, notification duties, and disclosure obligations. It emphasizes that SaaS businesses operating globally must evaluate surcharging separately by market because it is prohibited or restricted in several jurisdictions and can put card-acceptance accounts at risk. It also points to market-specific pricing as an alternative.

### Source excerpt

How credit card surcharging works, where it is legal, what the card network caps and disclosure rules require, and better alternatives for SaaS pricing.

## Tax Residency Certificate: What It Is and How to Get One

DevFeed: [Tax Residency Certificate: What It Is and How to Get One](<https://devfeed.tech/articles/tax-residency-certificate-what-it-is-and-how-to-get-one-10416.md>)

Original publisher: [Read original article](<https://dodopayments.com/blogs/tax-residency-certificate-guide/>)

Author: Aarthi Poonia

Published: 2026-08-01T00:00:00Z

Content type: tutorial

Language: en

Sources: [Dodo Payments Blog](<https://devfeed.tech/sources/dodo-payments-blog.md>)

Topics: [Finance](<https://devfeed.tech/topics/finance.md>), [Forms](<https://devfeed.tech/topics/forms.md>)

Tags: [compliance](<https://devfeed.tech/tags/compliance.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [india](<https://devfeed.tech/tags/india.md>), [tax](<https://devfeed.tech/tags/tax.md>), [uk](<https://devfeed.tech/tags/uk.md>), [us](<https://devfeed.tech/tags/us.md>)

### AI overview

This guide explains what a tax residency certificate is, how it can support reduced withholding tax under a double taxation treaty, when it is needed, and how to obtain one in the United States, India, and the United Kingdom.

### Source excerpt

How a tax residency certificate cuts withholding tax on cross-border income, plus the application route in the US (Form 8802), India (Form 10FA) and the UK.

## Exploiting Volvo/Eicher's fleet management platform to gain control over all users and vehicles

DevFeed: [Exploiting Volvo/Eicher's fleet management platform to gain control over all users and vehicles](<https://devfeed.tech/articles/exploiting-volvo-eicher-s-fleet-management-platform-to-gain-control-over-all-users-and-vehicles-32623.md>)

Original publisher: [Read original article](<https://eaton-works.com/2026/07/27/my-eicher-hack/>)

Author: Eaton

Published: 2026-07-27T14:31:47Z

Content type: article

Language: en

Sources: [Eaton Works Feed](<https://devfeed.tech/sources/eaton-works-feed.md>)

Topics: [vulnerability](<https://devfeed.tech/topics/vulnerability.md>), [Exploit](<https://devfeed.tech/topics/exploit.md>), [account takeover](<https://devfeed.tech/topics/account-takeover.md>), [API](<https://devfeed.tech/topics/api.md>), [Security](<https://devfeed.tech/topics/security.md>), [data](<https://devfeed.tech/topics/data.md>), [App](<https://devfeed.tech/topics/app.md>), [Website](<https://devfeed.tech/topics/website.md>), [Android](<https://devfeed.tech/topics/android.md>), [iphone](<https://devfeed.tech/topics/iphone.md>)

Tags: [account-takeover](<https://devfeed.tech/tags/account-takeover.md>), [android](<https://devfeed.tech/tags/android.md>), [api](<https://devfeed.tech/tags/api.md>), [app](<https://devfeed.tech/tags/app.md>), [automotive](<https://devfeed.tech/tags/automotive.md>), [data](<https://devfeed.tech/tags/data.md>), [india](<https://devfeed.tech/tags/india.md>), [iphone](<https://devfeed.tech/tags/iphone.md>), [security](<https://devfeed.tech/tags/security.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

### AI overview

The article reports vulnerabilities in VE Commercial Vehicles' My Eicher fleet-management platform that exposed hidden unauthenticated APIs and could enable account takeover and control of users' vehicle fleets. It also describes potentially exposed customer, user, vehicle, and identity-document data. A July 28, 2026 update says the concerns were remediated in coordination with the VECV team and that there was no current threat to customers or vehicles.

### Source excerpt

VE Commercial Vehicles' My Eicher platform had a critical vulnerability that let you take over anyone's account and gain control over their vehicle fleets.

## KubeCon + CloudNativeCon India 2026: Our Kubeflow Community Experience

DevFeed: [KubeCon + CloudNativeCon India 2026: Our Kubeflow Community Experience](<https://devfeed.tech/articles/kubecon-cloudnativecon-india-2026-our-kubeflow-community-experience-17608.md>)

Original publisher: [Read original article](<https://blog.kubeflow.org/kubecon/community/2026/07/27/kubecon-2026-india-kubeflow.html>)

Author: Khushi Agrawal

Published: 2026-07-27T05:00:00Z

Content type: article

Language: en

Sources: [Kubeflow](<https://devfeed.tech/sources/kubeflow.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [MLOps](<https://devfeed.tech/topics/mlops.md>), [distributed-training](<https://devfeed.tech/topics/distributed-training.md>), [model-serving](<https://devfeed.tech/topics/model-serving.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [ai](<https://devfeed.tech/tags/ai.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [community](<https://devfeed.tech/tags/community.md>), [distributed-training](<https://devfeed.tech/tags/distributed-training.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [india](<https://devfeed.tech/tags/india.md>), [kubecon](<https://devfeed.tech/tags/kubecon.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [llms](<https://devfeed.tech/tags/llms.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [mlops](<https://devfeed.tech/tags/mlops.md>), [model-serving](<https://devfeed.tech/tags/model-serving.md>), [model-training](<https://devfeed.tech/tags/model-training.md>), [rag](<https://devfeed.tech/tags/rag.md>)

### AI overview

A Kubeflow community recap of KubeCon + CloudNativeCon India 2026 in Mumbai. It describes Kubeflow's presence at the CNCF Project Pavilion, common architecture questions, featured talks, booth discussions about production machine learning workflows, distributed training, model serving, GPU resource allocation, LLMs, and RAG pipelines, and efforts to onboard contributors.

### Source excerpt

Introduction

## Blinkit at OpenSearchCon India 2026

DevFeed: [Blinkit at OpenSearchCon India 2026](<https://devfeed.tech/articles/blinkit-at-opensearchcon-india-2026-20083.md>)

Original publisher: [Read original article](<https://lambda.blinkit.com/blinkit-at-opensearchcon-india-2026-37fd0046c318?source=rss----42df4a1e8725---4>)

Author: Harshit Prasad

Published: 2026-07-24T10:16:24Z

Content type: article

Language: en

Sources: [Grofers](<https://devfeed.tech/sources/grofers.md>)

Topics: [opensearch](<https://devfeed.tech/topics/opensearch.md>), [migration](<https://devfeed.tech/topics/migration.md>), [linux foundation](<https://devfeed.tech/topics/linux-foundation.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [blinkit](<https://devfeed.tech/tags/blinkit.md>), [community](<https://devfeed.tech/tags/community.md>), [conference](<https://devfeed.tech/tags/conference.md>), [data](<https://devfeed.tech/tags/data.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [india](<https://devfeed.tech/tags/india.md>), [keynote](<https://devfeed.tech/tags/keynote.md>), [linux-foundation](<https://devfeed.tech/tags/linux-foundation.md>), [migration](<https://devfeed.tech/tags/migration.md>), [opensearch](<https://devfeed.tech/tags/opensearch.md>), [scale](<https://devfeed.tech/tags/scale.md>), [search](<https://devfeed.tech/tags/search.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>)

### AI overview

Blinkit describes its OpenSearchCon India 2026 keynote, including its migration from a single OpenSearch cluster to a multi-cluster architecture, the production challenges encountered, and the trade-offs and lessons shared with the community.

### Source excerpt

A few weeks ago, we spoke at OpenSearchCon India about how we make search fast and reliable at scale at Blinkit. I'm Harshit, from the Search Engineering team at Blinkit, and this year we got to speak at OpenSearchCon India at the Jio World Convention Centre in Mumbai. In this post, I'll walk you through our talk, the conversations that followed, and what our team took away from being part of the OpenSearch community in a more active way this year. First Day : Keynote by Blinkit The highlight of this year's conference for our team was the opportunity to deliver a keynote session at OpenSearchCon, organised by the Linux Foundation. Along with my fellow engineer Bharti Sawaria we walked the audience through our journey of migrating from a single OpenSearch cluster to a multi-cluster architecture. We shared the challenges we faced, the solutions that failed in production, and our key learnings for the community. We also discussed Blinkit's growing scale & the trade-offs we made during our migration. To provide context for our global audience, we framed the talk around the sheer scale at which we operate, highlighting the "breaking point" where we realised a single cluster could no longer handle our needs. Bharti explaining about OpenSearch Multi-Cluster ArchitectureHarshit explaining about the OpenSearch Single-Cluster Architecture The official keynote talk video can be found on Youtube : https://medium.com/media/774b8379733c6442d3ecaa3976c2191e/hrefThe Experience at OpenSearchCon Beyond the breakout sessions, the real value of OpenSearchCon was connecting with engineers from across the industry. Many of whom are dealing with similar scale and freshness challenges, openly sharing what's worked and what hasn't. That kind of unfiltered peer exchange is hard to replicate online. Our team attended multiple breakout sessions and had several great discussions with engineers from Uber, Freshworks, Oracle, and others. A few sessions stood out enough to flag once recordings are

## Devcon 8 Tickets Are Live: Find Your Path to Mumbai

DevFeed: [Devcon 8 Tickets Are Live: Find Your Path to Mumbai](<https://devfeed.tech/articles/devcon-8-tickets-are-live-find-your-path-to-mumbai-17228.md>)

Original publisher: [Read original article](<https://blog.ethereum.org/en/2026/07/14/devcon8-tickets>)

Author: Devcon

Published: 2026-07-14T00:00:00Z

Content type: news

Language: en

Sources: [Ethereum Foundation Blog](<https://devfeed.tech/sources/ethereum-foundation-blog.md>)

Topics: [Ethereum](<https://devfeed.tech/topics/ethereum.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [community](<https://devfeed.tech/tags/community.md>), [conference](<https://devfeed.tech/tags/conference.md>), [devcon](<https://devfeed.tech/tags/devcon.md>), [ethereum](<https://devfeed.tech/tags/ethereum.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [free](<https://devfeed.tech/tags/free.md>), [india](<https://devfeed.tech/tags/india.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [workshops](<https://devfeed.tech/tags/workshops.md>)

### AI overview

Devcon 8 tickets are on sale for the November event in Mumbai. The article describes General Admission, discounted eligibility-based tickets, pricing, included four-day access and catering, and ways to participate beyond attending.

### Source excerpt

Devcon 8 tickets are live! 🇮🇳 This November, the Ethereum community will gather in Mumbai for a more focused and intimate Devcon. Devcon gathers minds from across Ethereum and beyond: builders, researchers, maintainers, organizers, and anyone curious about the future of open technology. Across four days, you can...

## Empowering India's next generation of innovators with ATL Saathi

DevFeed: [Empowering India's next generation of innovators with ATL Saathi](<https://devfeed.tech/articles/empowering-india-s-next-generation-of-innovators-with-atl-saathi-6148.md>)

Original publisher: [Read original article](<https://deepmind.google/blog/empowering-indias-next-generation-of-innovators-with-atl-saathi/>)

Author: Seshu Ajjarapu; Arka Dhar

Published: 2026-07-13T12:37:28Z

Content type: article

Language: en

Sources: [Google DeepMind News](<https://devfeed.tech/sources/google-deepmind-news.md>)

Topics: [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [google](<https://devfeed.tech/tags/google.md>), [india](<https://devfeed.tech/tags/india.md>), [learning](<https://devfeed.tech/tags/learning.md>), [model](<https://devfeed.tech/tags/model.md>), [responsibility-safety](<https://devfeed.tech/tags/responsibility-safety.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [safety](<https://devfeed.tech/tags/safety.md>), [tool](<https://devfeed.tech/tags/tool.md>), [tools](<https://devfeed.tech/tags/tools.md>)

### AI overview

ATL Saathi uses Gemini to help Indian educators create curriculum-aligned project ideas, instructional materials, and safety guidance for robotics labs.

### Source excerpt

Google and AIM launched ATL Saathi, a Gemini-powered AI tool empowering Indian educators in robotics labs.

## One Target, Two Flags | Rival Espionage Actors Converge On Pakistani Law Enforcement

DevFeed: [One Target, Two Flags | Rival Espionage Actors Converge On Pakistani Law Enforcement](<https://devfeed.tech/articles/one-target-two-flags-rival-espionage-actors-converge-on-pakistani-law-enforcement-8319.md>)

Original publisher: [Read original article](<https://www.sentinelone.com/labs/one-target-china-india-espionage-converge-on-pakistani-law-enforcement/>)

Author: Aleksandar Milenkoski & Julian-Ferdinand Vögele

Published: 2026-07-09T12:55:00Z

Content type: article

Language: en

Sources: [SentinelLabs - We are hunters, reversers, exploit developers, and tinkerers shedding light on the world of malware, exploits, APTs, and cybercrime across all platforms.](<https://devfeed.tech/sources/sentinellabs-we-are-hunters-reversers-exploit-developers-and-tinkerers-shedding-light-on-the-world-of-malware-exploits-apts-and-cybercrime-across-all-platforms.md>)

Topics: [Security](<https://devfeed.tech/topics/security.md>), [C2](<https://devfeed.tech/topics/c2.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>), [data](<https://devfeed.tech/topics/data.md>), [Server](<https://devfeed.tech/topics/server.md>), [Network](<https://devfeed.tech/topics/network.md>)

Tags: [analysis](<https://devfeed.tech/tags/analysis.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [c2](<https://devfeed.tech/tags/c2.md>), [china](<https://devfeed.tech/tags/china.md>), [data](<https://devfeed.tech/tags/data.md>), [identity](<https://devfeed.tech/tags/identity.md>), [india](<https://devfeed.tech/tags/india.md>), [pakistan](<https://devfeed.tech/tags/pakistan.md>), [security](<https://devfeed.tech/tags/security.md>), [servers](<https://devfeed.tech/tags/servers.md>), [web-applications](<https://devfeed.tech/tags/web-applications.md>)

### AI overview

An analysis of cyberespionage intrusions targeting Pakistani law enforcement organizations from 2024 to 2026. Suspected China- and India-nexus actors converged on Balochistan Police, compromising servers, network appliances, and web applications containing police and citizen data, including biometric, criminal, identity-linked, and personnel records.

### Source excerpt

China and India ran separate espionage operations against the same Pakistani police force, each drawn by different stakes in Pakistan's internal security.

[Next page](<https://devfeed.tech/tags/india.md?cursor=WyIyMDI2LTA3LTA5VDEyOjU1OjAwKzAwOjAwIiwgIjA1OGM1ODI0LTg3MmMtNGRiNS1hNTlmLTMwYzViYjViMzk5MCJd>)