On Claude Code, the biggest line on the API bill is cache writes.
A write costs 25× a read on Opus 5.5, and the cache expires after 5 minutes, so long builds force a rewrite. OptScale Kompressor keeps it warm:
🔹 −20% API bill
🔹 99% tokens lost to expiry
➡️ optscale.ai/blog/claude-code…
#ClaudeCode #PromptCaching #OpenSource #OptScaleAI #Kompressor
Moving a data center doesn't have to mean a weekend of downtime. With background replication, the only real pause is the final sync and restart.
➡️ A 7-phase plan, a checklist, and the 7 Rs:
hystax.com/data-center-migra…
#DataCenterMigration #VMware #CloudMigration #B2B #HystaxPlatform #Hystax
We’re exhibiting at @WebSummit 2026 in Lisbon, Portugal
📍 Pavilion 3 · Booth E326 · 10–12 Nov
OptScale AI shows what your AI spend actually delivered: cost per merged PR, not cost per token. Plus routing, guardrails & agent limits in one gateway.
#WebSummit #AIGovernance #Hystax #AI
➡️ Moving 200 steady VMs to a private cloud cut costs 24% in our 3-year TCO model. Optimizing the cloud first shrank the gap to $55K. Which workloads to bring back, and how to plan the move: hystax.com/cloud-repatriatio…
#CloudRepatriation #HybridCloud #CloudMigration #FinOps #PublicCloud #PrivateCloud #Cloud #Hystax
VMware in 2027: stay or leave? Keep your Veeam backups and add Hystax DR on any KVM-based platform.
Hystax Global Partner Program webinar for MSPs & CSPs
📅 November 17'26 | 9 AM PST | 45 min + Q&A
Register 👉 app.livestorm.co/hystax/hyst…
Not affiliated with Broadcom or Veeam.
#MSP #Hystax
🤖 Made with AI
🌟 The AI ROI formula fits on one line. The inputs are where it breaks: undercounted costs, self-reported gains, no baseline. How to calculate AI ROI you can defend: optscale.ai/blog/ai-roi-how-…
#AIROI #AIGovernance #FinOps #EngineeringLeadership #OptScaleAI
🔖 The Hystax team will be at it-sa Expo&Congress, Nuremberg, 27–29 Oct.
When prevention fails, recovery decides the outcome. Let’s talk ransomware recovery, NIS2 and DR over coffee. DM us to meet.
See you in Nuremberg!
#itsa2026 #CyberResilience
⚠️ LiteLLM was compromised again, the second time in 2026. Its code was clean. Stolen credentials let attackers alter the release workflow and ship 1.107.0 from a lookalike repo. Open source isn't the problem. The release process is.
optscale.ai/blog/litellm-sup…
#LiteLLM #AISecurity #SupplyChainSecurity #AIGovernance #CyberSecurity #OptScaleAI
The Hystax team will be at Sovereign Cloud Days – OpenInfra & Cloud Native Track, 24–25 Oct, htw saar, Saarbrücken.
Running OpenStack or KubeVirt in production, or planning a VMware exit? Let’s compare notes over coffee ☕
DM us to meet.
#SovereignCloudDays #OpenInfra #OpenStack
Moved VMs from VMware to KubeVirt or OpenShift Virtualization? Your vSphere backup tool can't see them.
The fix: CSI snapshots + guest agent freeze/thaw, a copy off the cluster, and tested failover 👇
hystax.com/kubevirt-backup-o…
#KubeVirt #OpenShift #VMware #Backup #Hystax
The Hystax team is at AI & Big Data Expo Europe – 19–20 Oct, RAI Amsterdam.
AI is moving from pilot to production. But what is it actually delivering? Let’s talk AI ROI and governance over coffee ☕
DM us to meet. See you there!
@ai_expo #TechExEurope #Hystax #OptScaleAI
🔖 Introducing the Hystax Global Partner Program
Grow with migration, DR & backup and AI ROI & governance services.
📅 Oct 29 | 10 AM PDT | 45 min + Q&A
Tiers, enablement, deal registration & licensing explained.
➡️ Register here: app.livestorm.co/hystax/hyst…
#MSP #PartnerProgram
Data centers are being rebuilt for AI. But what is all that AI actually delivering?
Hystax’s talk, 10:30, at both IT Infrastructure Congresses: OptScale AI – AI ROI and Governance Platform
🇱🇺 15 Oct, Capellen
🇧🇪 22 Oct, Affligem
DM us to meet. See you there!
#ITInfrastructure
🔖 80% say AI makes them more productive. Only 37% say it shows up in EBIT (McKinsey, 2026). Track cost, efficiency, quality, and risk separately against a baseline.
optscale.ai/blog/business-im…
#OptScaleAI #AIROI #AIAdoption #AIGovernance #FinOps
The slowest part of an agent run often falls outside any span. Sum the child spans, subtract from the parent. That gap is orchestration.
optscale.ai/blog/diagnose-ai…
#AIAgents #AIPerformance #OptScaleAI #AIAnalytics #AI
The hard part of a VMware exit isn't copying VMs. It's the cutover. VMware → Apache CloudStack webinar is on demand: live replication, pre-cutover testing, and final switchover in Hystax Platform.
Full session: youtu.be/1yPkUEgN81c
#VMware #ApacheCloudStack #CloudMigration
Red Hat featured Hystax Acura on its blog. As an official @RedHat partner, we bring agentless, incremental live migration to Red Hat OpenStack Services on OpenShift, used on projects with 9,000 and 10,000+ VMs.
redhat.com/en/blog/migrate-v…
#HystaxAcura #OpenStack #RedHat #Hystax















