
Calsoft is a leading software product engineering services company specializing in #Storage, #Networking, #Virtualization, #Cloud and #IoT #Analytics domains.
San Jose, CA
Joined May 2010
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Third parties were involved in 48% of breaches (Verizon DBIR 2026). Automate pipeline controls: policy checks, dependency lineage, access control, vulnerability scoring. na2.hubs.ly/H08wWNB0
#DevSecOps
Beyond encryption: data masking swaps sensitive values for dummy ones in test environments, and redaction hides sensitive fields from users who shouldn’t see them. na2.hubs.ly/H08y1wv0
#DataSecurity #DataStorage #TechnologyFirst
Monitoring isn’t the same as measuring. 𝗙𝗼𝘂𝗿 𝗞𝗣𝗜𝘀 worth tracking: first call resolution, mean time between failures, mean time to restore, and customer satisfaction. na2.hubs.ly/H08y1sk0
#NOC #ITOperations #TechnologyFirst
A backup you’ve never tested is a guess. 𝗦𝘁𝗲𝗽 𝘀𝗲𝘃𝗲𝗻: test regularly and set clear RPO and RTO targets, meaning how much data you can lose and how long you can be down. na2.hubs.ly/H08y1r-0 #NetworkSecurity #Backup #TechnologyFirst
𝗪𝗵𝗮𝘁 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱? 𝗪𝗵𝘆? 𝗪𝗵𝗮𝘁 𝗺𝗶𝗴𝗵𝘁 𝗵𝗮𝗽𝗽𝗲𝗻? 𝗪𝗵𝗮𝘁 𝘀𝗵𝗼𝘂𝗹𝗱 𝘄𝗲 𝗱𝗼? Descriptive, diagnostic, predictive, and prescriptive analytics each answer one. All four depend on data quality. na2.hubs.ly/H08y1qx0
#DataAnalytics #TechnologyFirst
#Encryption protects data at rest and in transit. Tokenization swaps confidential values for non-sensitive tokens, so a leaked token carries no sensitive data. na2.hubs.ly/H08y1ly0
#CloudSecurity #TechnologyFirst
𝗕𝗹𝗮𝗰𝗸 𝗯𝗼𝘅: no prior knowledge, like an outside attacker. 𝗪𝗵𝗶𝘁𝗲 𝗯𝗼𝘅: full access to architecture and source code. 𝗚𝗿𝗲𝘆 𝗯𝗼𝘅: partial knowledge, a balance of time and depth. na2.hubs.ly/H08xYJ00
#PenTesting #AppSec #TechnologyFirst
You can’t secure devices you don’t know about. The first fix in our guide is also the least glamorous: keep an updated inventory of every connected device. na2.hubs.ly/H08xYGz0
#IoTSecurity #AssetManagement #TechnologyFirst
60% of VMware customers are weighing multi-hypervisor (Unisphere Research, Oct 2026). Pick per workload: VMs isolate more, containers start faster and move easily. Then shortlist vendors. na2.hubs.ly/H08wWD40
𝗗𝗼𝗲𝘀 𝘆𝗼𝘂𝗿 𝘀𝘁𝗼𝗿𝗮𝗴𝗲 𝗯𝗼𝘅 𝗿𝗲𝗰𝗼𝘃𝗲𝗿 𝘄𝗵𝗲𝗻 𝗮 𝗱𝗿𝗶𝘃𝗲 𝗳𝗮𝗶𝗹𝘀? You only know if you’ve tested it. Error-handling tests simulate component failures to verify data recovery and system stability. na2.hubs.ly/H08xWWT0
#StorageTesting #QA #TechnologyFirst
5G SBA in one line: network functions do one job each and call each other through REST APIs over HTTP/2. That modularity is what makes slicing, multi-vendor plug-and-play and faster rollouts possible. na2.hubs.ly/H08wW1P0
#5G
Scaling containers should not mean scaling complexity.
Kubernetes enables self-healing, automated scaling, and zero-downtime rolling updates. But how does its architecture make this possible?
Explore the key components: na2.hubs.ly/H08sBdx0
Modernize smarter with DevOps. Automate deployments with CI/CD, catch defects earlier through continuous testing, and scale applications with IaC and containers: na2.hubs.ly/H08sBbh0
#DevOps #ProductModernization #TechnologyFirst
Your GenAI model is only as good as its fine-tuning. Improve accuracy, efficiency, and reliability with the right optimization strategies: na2.hubs.ly/H08sB9-0
#GenAI #TechnologyFirst
Run commands on remote Windows machines over SSH with Python Paramiko: secure, scriptable, no manual work: na2.hubs.ly/H08sB7L0
#Python #Paramiko #TehnologyFirst
VDI: a full desktop per user, personalised, higher overhead. RDS: many users on one session host, lower cost, one place to maintain. Pick the problem before the vendor. na2.hubs.ly/H08vR300
#VDI #RDS
AI workloads are outgrowing legacy storage. AI-enabled storage brings auto-scaling, failure prediction, and real-time data insights.
Learn more: na2.hubs.ly/H08sB7X0
#AIStorage #TechnologyFirst
NSX-V to NSX-T: decoupled architecture, API-first automation, and multi-cloud support. Know the differences before you migrate: na2.hubs.ly/H08sB5p0
#NSXT #TechnologyFirst
Fast code is good. Memory-smart code is better. Learn how Go handles allocation and garbage collection, and how to write leaner, high-performance programs: na2.hubs.ly/H08sB150
#Golang #MemoryManagement #TechnologyFirst
Most engineering teams spend 40%+ of their time on incident management (NeuBird, 2026). Agentic AIOps moves from detect-and-alert to diagnose, decide, act, with oversight built in. na2.hubs.ly/H08vPRg0
#AIOps



