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Klara Inc

@klarainc.bsky.social
243 followers 111 following 443 posts

Experts in #FreeBSD, #ZFS, and Embedded/ARM #opensource Subscribe to our newsletter: klarasystems.com/articles

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Klara Inc @klarainc.bsky.social · 1h
Enterprises don’t buy operating systems. They buy time. Time between forced changes, time to certify, time to amortize hardware. Twenty years of Linux LTS proved the model. What it takes to bring the same guarantee to FreeBSD: article linked below.
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Klara Inc @klarainc.bsky.social · 18h
[1/3] Final day at SNIA SDC '26 in Santa Clara, with one more technical takeaway from our team. As storage gets faster, the fixed software overhead of each I/O request becomes a larger part of the total cost. 👇
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Klara Inc @klarainc.bsky.social · 30/09/2026
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Klara Inc @klarainc.bsky.social · 29/09/2026
[1/3] Day 2 at #SNIA SDC ’26 is underway in Santa Clara, and our team has two more technical takeaways to share. 1. Memory tiering: Memory used to account for around 30% of the cost of a server. Now it accounts for more than 50%, yet most VMs never use half of the RAM allocated to them. 👇
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Klara Inc @klarainc.bsky.social · 29/09/2026
Migrate on your terms. Stay supported on the release you run now. Upgrade when migrating is the plan, not the emergency. LTS by Klara: na3.hubs.ly/y0CD_V0 #FreeBSD
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Klara Inc @klarainc.bsky.social · 28/09/2026
[1/4] Day 1 updates from the floor at SNIA SDC ’26, happening this week in Santa Clara. “Characterizing and Emulating FDP SSDs with WARP” looked at how to understand and test Flexible Data Placement (FDP) in a reliable, vendor-agnostic way to determine why write amplification occurs. 👇
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Klara Inc @klarainc.bsky.social · 28/09/2026
For years, zfs set dedup=on was the most expensive command in storage. When the dedup table outgrows RAM, every write turns into random table reads. Fast Dedup in OpenZFS 2.3 changes the math, but you still have to do the math. Part 1 of ZFS misconfigurations: linked below.
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Klara Inc @klarainc.bsky.social · 25/09/2026
InnoDB writes 16K pages. A default ZFS dataset uses 128K records, so every page update becomes a read-modify-write. That is 8x amplification you get by not configuring anything. One command fixes new writes: zfs set recordsize=16K tank/mysql. More ZFS fixes linked below.
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Klara Inc @klarainc.bsky.social · 24/09/2026
ZFS random IOPS scale with vdevs, not disks. One 12-disk RAIDZ2 has roughly the random I/O profile of a single disk. The same 12 disks as six mirror pairs have six vdevs pulling I/O. Layout is a day-one decision; fixing it later means rebuilding. Full article linked below.
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Klara Inc @klarainc.bsky.social · 23/09/2026
ashift is set when a ZFS vdev is created and can never be changed. A 512e drive that lied about its sector size means write amplification for the life of the pool. Check yours: zdb -C tank | grep ashift. The biggest ZFS misconfigurations and how to fix them: linked below.
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Klara Inc @klarainc.bsky.social · 22/09/2026
FreeBSD 13 is EoL. 15.0-RELEASE follows on September 30. Your upgrade window does not have to be upstream’s. Keep the branch you run patched while you plan the move. na3.hubs.ly/y0CD_V0 #FreeBSD
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Klara Inc @klarainc.bsky.social · 21/09/2026
Quarterly maintenance windows: 4 chances a year to touch every machine. A FreeBSD branch ships 2 minors a year, each supported only 3 months past its successor. Miss one window and part of the fleet slides out of support. The full cadence math: article linked below.
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Klara Inc @klarainc.bsky.social · 18/09/2026
Upgrade one server and a 99% success rate sounds great. Run it across 200 machines and it means two expected failures every cycle. At scale, upgrade failures are not a risk. They are a line item. The hidden costs of upgrading FreeBSD in production: article linked below.
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Klara Inc @klarainc.bsky.social · 18/09/2026
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Klara Inc @klarainc.bsky.social · 17/09/2026
Best practice for FreeBSD upgrades: bectl create pre-15.1 before you touch anything. A ZFS boot environment makes rollback a reboot, not a restore-from-backup. More practices that lower the production upgrade bill: article linked below.
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Klara Inc @klarainc.bsky.social · 17/09/2026
In our next live session, we’ll compare ZFS and Ceph, where each architecture fits, and what the choice means for performance, failure recovery, and operations. Join Klara’s Allan Jude and Clyso’s Dan van der Ster on October 15 for a technical discussion. Register now: na3.hubs.ly/y0CQsP0
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Klara Inc @klarainc.bsky.social · 17/09/2026
FreeBSD support windows are short by enterprise standards. LTS by Klara extends security patching past project EoL: advisories triaged against your installed base, fixes backported, delivered via pkg. Upgrade on your schedule. Details linked below.
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Klara Inc @klarainc.bsky.social · 16/09/2026
The FreeBSD download is free. The maintenance window is not. ITIC’s 2024 survey puts an hour of downtime above $300k for 90% of mid-size and large enterprises, and 41% say $1M to $5M+. What a production upgrade really costs, and how to lower it: article in the comments.
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Klara Inc @klarainc.bsky.social · 16/09/2026
Thanks to everyone who joined us at #EuroBSDCon 2026 in Brussels! The Klara team shared our work on bhyve, jails, and GEOM. A major milestone for us: we launched LTS by Klara, our new long-term support service for FreeBSD. Missed our keynote? Learn more: klarasystems.com/freebsd/supp...
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Klara Inc @klarainc.bsky.social · 15/09/2026
LTS by Klara is live. Long-term support for FreeBSD. Security patches past EoL, advisories triaged for your installed base, updates through pkg-base, SBoM change tracking. Register your interest: na3.hubs.ly/y0CD_V0 #FreeBSD
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Klara Inc @klarainc.bsky.social · 11/09/2026
Leaving FreeBSD 13 is bigger than a version bump: OpenSSL 1.1.1 to 3.0, every package rebuilt, portsnap and mergemaster gone, 32-bit platforms retired in 15. And with 15.1 current, it is a two-major-version jump. What that means for real fleets: article in the comments.
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Klara Inc @klarainc.bsky.social · 11/09/2026
Another great day at #EuroBSDCon 2026, with tutorials and EuroBhyveCon on today’s schedule. The Klara team has been enjoying time with the FreeBSD community and our customers in Brussels. Looking forward to tomorrow’s talks. And we have something to share, too. klarasystems.com/freebsd-comi...
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Klara Inc @klarainc.bsky.social · 09/09/2026
Day 1 of the FreeBSD Developer Summit at #EuroBSDCon 2026 has wrapped up in Brussels. Great discussions ranging from kernel live patching to AMD SEV encrypted virtualization support. More to come: na3.hubs.ly/y0CbNy0
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Klara Inc @klarainc.bsky.social · 09/09/2026
FreeBSD 13 reached end of life on April 30, 2026. Five years, six minor releases, then the advisories stopped. Every CVE since then is permanent exposure for 13.x systems. Why so many fleets are still there, and what the way out looks like: article in the comments.
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Klara Inc @klarainc.bsky.social · 08/09/2026
Something long-term is coming to FreeBSD. Join us for the Keynote. Saturday, September 12, EuroBSDcon. na3.hubs.ly/y0BYP50 #FreeBSD #EuroBSDcon
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Klara Inc @klarainc.bsky.social · 07/09/2026
The next five FreeBSD releases are already on the calendar: 14.5 this September, 15.2 in December, 16.0 penciled in for Dec 2027. Majors every ~2 years, minors every ~6 months per branch. The schedule is public — plan your upgrades around it. Article linked below. na3.hubs.ly/y0BYNr0
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Klara Inc @klarainc.bsky.social · 07/09/2026
Conference week. EuroBSDcon starts Wednesday in Brussels. Sep 9-10: FreeBSD Summit Sep 10-11: Tutorials + EuroBhyveCon Sep 12-13: Talks and the keynote na3.hubs.ly/y0BYP50
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Klara Inc @klarainc.bsky.social · 04/09/2026
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Klara Inc @klarainc.bsky.social · 04/09/2026
A FreeBSD minor release is supported for just 3 months after the next one ships on its branch. 15.2 is expected Dec 8 — which puts 15.1’s EoL at March 31, 2027. Know your date, plan your window. How the cycle works — article linked below. na3.hubs.ly/y0BYNr0
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Klara Inc @klarainc.bsky.social · 03/09/2026
Thanks to everyone who joined our FreeBSD Security in Production webinar! Recording available: Allan Jude and Gordon Tetlow cover FreeBSD security mechanisms, production best practices, and how the Security Team handles vulnerabilities, advisories, and patches. Watch: na3.hubs.ly/y0BVgQ0
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Klara Inc @klarainc.bsky.social · 02/09/2026
Starting in 1 hour ⏰ FreeBSD Security in Production. Join us to learn how experienced FreeBSD operators use built-in security mechanisms, manage vulnerabilities and patches, and keep production systems secure without unnecessary operational overhead. Register to join live: na3.hubs.ly/y0z99Z0
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Klara Inc @klarainc.bsky.social · 01/09/2026
Tomorrow: FreeBSD Security in Production webinar 🔒 Join Klara’s Allan Jude and FreeBSD Security Officer Gordon Tetlow live for a technical discussion on FreeBSD security mechanisms, vulnerability response, patching, and maintaining secure production systems. Register now: na3.hubs.ly/y0z99Z0
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Klara Inc @klarainc.bsky.social · 25/08/2026
One week to go! Join Allan Jude and Gordon Tetlow, FreeBSD Security Officer, for a technical webinar on securing production FreeBSD systems. 📅 Sept. 2, 11:00 AM EDT Register: na3.hubs.ly/y0z99Z0 #FreeBSD
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Klara Inc @klarainc.bsky.social · 18/08/2026
Meet webinar speaker Gordon Tetlow, FreeBSD Security Officer. Gordon leads the FreeBSD Security Team, investigating vulnerabilities, coordinating fixes, and publishing security advisories for supported FreeBSD releases. Register: na3.hubs.ly/y0z90P0 #FreeBSD #OpenSource
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Klara Inc @klarainc.bsky.social · 17/08/2026
ps tells you a process is running. procstat tells you what it's doing. Run sudo procstat -f $PID to view the files a process currently has open to help troubleshoot file access, locks, and resource usage. #FreeBSD #OpenSource
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Klara Inc @klarainc.bsky.social · 11/08/2026
Why put storage inside the hypervisor? Keeping storage local to the workloads that use it reduces network hops, lowers latency, and simplifies infrastructure. That's a key advantage of hyperconverged architecture. Watch the full discussion: na3.hubs.ly/y0y1xH0 #Storage #Infrastructure #OpenZFS
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Klara Inc @klarainc.bsky.social · 10/08/2026
Caps DDT size to help protect the ARC from memory pressure and maintain more predictable OpenZFS performance as your storage grows. #OpenZFS #ZFS
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Klara Inc @klarainc.bsky.social · 06/08/2026
ZFS 2.4 introduced zfs rewrite, a clean way to reapply dataset settings to existing data. Rewrite a file or directory in place, and ZFS treats it like the data was rewritten with itself. Perfect for applying new compression settings without moving data around. Watch here: na3.hubs.ly/y0xXd80
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Klara Inc @klarainc.bsky.social · 05/08/2026
Hardware RAID was built for a different era. Learn how ZFS protects data with end-to-end checksums, self-healing capabilities, copy-on-write, and filesystem-aware rebuilds that reduce risk and improve reliability. Read more: na3.hubs.ly/y0xXg-0 #OpenZFS #Storage #SysAdmin
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Klara Inc @klarainc.bsky.social · 04/08/2026
Managing multiple FreeBSD jails? Skip the SSH session. Run commands directly inside a jail from the host with jexec—ideal for Ansible playbooks, cron jobs, and day-to-day administration. #FreeBSD #OpenSource #SysAdmin
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Klara Inc @klarainc.bsky.social · 03/08/2026
In our upcoming webinar, Allan Jude and Gordon Tetlow of the FreeBSD Security Team discuss FreeBSD's security architecture and the processes behind investigating vulnerabilities. Save your spot: klarasystems.com/webinars/fre... #FreeBSD #OpenSource
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Klara Inc @klarainc.bsky.social · 27/07/2026
Use this FreeBSD built-in tool for downloading files instead of installing curl or wget. You can use fetch to retrieve files over HTTP or HTTPS, making it a simple choice for scripts, automation, and systems where you want to avoid unnecessary dependencies. #FreeBSD #KlaraSystems #OpenSource
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Klara Inc @klarainc.bsky.social · 23/07/2026
One of the most interesting conversations at BSDCan wasn't about a new feature—it was about where FreeBSD could go next. For @allanjude.com, it was the conversations around FreeBSD jails and ongoing work to improve namespacing. Watch more: na3.hubs.ly/y0xGnP0 #FreeBSD #BSDCan
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FreeBSD After Hours AMA: Post-BSDCan Recap - Klara Systems
Join Klara for the BSDCan 2026 FreeBSD AMA and hear the biggest BSDCan takeaways, FreeBSD updates, OpenZFS discussions, and production-focused insights from Allan Jude and Kyle Evans.
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Klara Inc @klarainc.bsky.social · 22/07/2026
If your monthly ZFS scrub slows production, the scrub isn't the problem—your pool design is. Learn why ZFS scrub performance reveals storage bottlenecks and how special VDEVs can reduce maintenance impact while improving resiliency. Read more: na3.hubs.ly/y0ypQ00
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If Scrubs Hurt, Your ZFS Design Is Broken - Klara Systems
ZFS scrubs performance issues often point to storage design problems—not the scrub itself. Learn how pool design, and special VDEVs improve performance.
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Klara Inc @klarainc.bsky.social · 21/07/2026
“How should I set up my pool with what I have?” “What drives should I buy?” It’s not about disks—it’s about VDEV design. We break down mirrors, RAIDz1/2/3, dRAID, LOG, CACHE (L2ARC), SPECIAL, and SPARE, and the tradeoffs behind each. 👉 na3.hubs.ly/y0xX8N0
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OpenZFS - Understanding ZFS vdev Types - Klara Systems
Understand ZFS vdev types and how they impact performance, redundancy, and storage efficiency to optimize your OpenZFS setup.
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Klara Inc @klarainc.bsky.social · 20/07/2026
Are your FreeBSD packages up to date? Run sudo pkg audit -F to update the vulnerability database and check installed software for known security vulnerabilities and CVEs. Regular audits help catch vulnerable packages early.
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Klara Inc @klarainc.bsky.social · 17/07/2026
How does AnyRAID allocate data? It supports mirrors of any depth plus RAIDZ1, RAIDZ2, and RAIDZ3, intelligently placing data on disks with the most free space while keeping future expansion in mind. Watch the recording: na3.hubs.ly/y0y6Dy0 #OpenZFS #AnyRAID
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Klara Inc @klarainc.bsky.social · 13/07/2026
Don’t skip this one if you use Dedup. "zpool prefetch -t ddt tank" This preloads the deduplication table into ARC after reboot, reducing cold-start latency and improving early workload consistency. Without it, dedup starts cold after reboot. #OpenZFS #Klarasystems #dedup
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Klara Inc @klarainc.bsky.social · 10/07/2026
Missed BSDCan? Catch the highlights in this FreeBSD After Hours AMA. Hear what developers and contributors discussed, and whats coming up in FreeBSD 👉 na3.hubs.ly/y0xGnP0 #FreeBSD #BSDCan
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Klara Inc @klarainc.bsky.social · 08/07/2026
Data corruption isn't always obvious. ZFS scrubs verify every allocated block in a pool, using checksums and redundancy to detect and repair issues before they become data loss. Learn more: na3.hubs.ly/y0w-8-0 #OpenZFS #ZFS
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Understanding ZFS Scrubs and Data Integrity - Klara Systems
Learn how ZFS scrubs protect data integrity by verifying checksums, and monitoring pool health with zpool status.
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