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Fighter's World
Fighter's World
Feb 28, 2026 · Industry Insights

How Giga Builds a Differentiated Edge in the Crowded AI Customer Service Market

Giga, an AI agent startup founded by IIT Kharagpur alumni, pivoted to AI customer service, leveraging a Python-as-Primitive architecture and the Atlas multi‑agent system to automate FDE work, achieve 98% resolution rates, and position itself against competitors through speed, complex‑scenario handling, and a reusable Skills library.

AI Customer ServiceAI agentsAtlas
0 likes · 21 min read
How Giga Builds a Differentiated Edge in the Crowded AI Customer Service Market
Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Jan 7, 2026 · Operations

From Minutes to Milliseconds: Atlas Architecture Solves Verification Bottlenecks

The paper presents Atlas, a native three‑layer distributed verification system that replaces centralized tools with switch, region, and center adapters, achieving sub‑20 ms validation for thousands of nodes and up to 1500× speedup over EPVerifier, while supporting incremental updates and preserving scalability.

AtlasScalabilitydistributed architecture
0 likes · 7 min read
From Minutes to Milliseconds: Atlas Architecture Solves Verification Bottlenecks
Cloud Native Technology Community
Cloud Native Technology Community
Jul 17, 2025 · Databases

How Operators Turn Kubernetes into a Database Management Powerhouse

This article explains how Kubernetes' reconciliation loop, originally designed for stateless resources, can be extended to manage stateful workloads like PostgreSQL databases using Operators such as CloudNativePG and Atlas, providing a declarative, GitOps‑friendly workflow for provisioning, upgrading, and schema migration.

AtlasCloudNativePGDatabase Management
0 likes · 16 min read
How Operators Turn Kubernetes into a Database Management Powerhouse
Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Apr 16, 2025 · Industry Insights

Our EuroSys'25 Experience: Presenting Atlas and Exploring Cutting‑Edge System Research

The article recounts the authors' participation in EuroSys'25 in Rotterdam, detailing the conference schedule, their presentation of the Atlas network verification paper, technical insights into distributed verification, interactions with peers, and memorable social and cultural experiences during the five‑day event.

AtlasDistributed SystemsEuroSys
0 likes · 7 min read
Our EuroSys'25 Experience: Presenting Atlas and Exploring Cutting‑Edge System Research
21CTO
21CTO
Aug 31, 2024 · Databases

MongoDB Claims Edge Over PostgreSQL with Atlas Wins and Strong Q2 Growth

MongoDB reported a 13% revenue rise to $478.1 million in Q2 2025, highlighted a major win over PostgreSQL at Fanatics Betting & Gaming, and emphasized its flexible JSON‑like architecture, horizontal scaling, and sharding advantages while noting ongoing competition and a revised growth outlook.

AtlasDatabase CompetitionMongoDB
0 likes · 5 min read
MongoDB Claims Edge Over PostgreSQL with Atlas Wins and Strong Q2 Growth
dbaplus Community
dbaplus Community
Jul 22, 2022 · Databases

Why MongoDB Is Adding Native Analytics and What It Means for Developers

The article examines MongoDB’s evolution toward built‑in analytics, detailing new features like native search, time‑series support, change streams, Atlas analytics nodes, and the upcoming Atlas SQL interface, while arguing that these capabilities aim to empower developers rather than replace dedicated data‑warehouse solutions.

AnalyticsAtlasHTAP
0 likes · 10 min read
Why MongoDB Is Adding Native Analytics and What It Means for Developers
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 18, 2017 · Mobile Development

Inside Alibaba’s Android Salon: Atlas Framework, Android O Insights & Future Trends

On June 17 in Hangzhou, Alibaba partnered with Huawei and the Android Green Alliance to host an Android developer salon where experts presented the Atlas containerization framework, discussed Android O features, Kotlin adoption, AR/VR and AI impacts, and explored future trends and green, secure mobile app standards.

AndroidAndroid OAtlas
0 likes · 6 min read
Inside Alibaba’s Android Salon: Atlas Framework, Android O Insights & Future Trends
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Jul 6, 2015 · Operations

Design and Implementation of a Two‑Node High Availability Architecture Using Keepalived, Nginx, MySQL, and Atlas

This article describes a complete two‑machine high‑availability solution that uses keepalived to manage virtual IPs, Nginx for load‑balancing, MySQL GTID replication with Atlas as a proxy, and detailed configuration and fail‑over testing steps to ensure seamless service continuity.

AtlasLinuxMySQL replication
0 likes · 16 min read
Design and Implementation of a Two‑Node High Availability Architecture Using Keepalived, Nginx, MySQL, and Atlas