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Craig S Mullins

@craigmullins.bsky.social
1.3K followers 3.1K following 569 posts

Independent data consultant; owner of Mullins Consulting, Inc. Analyst, author and speaker. More than 4 decades of experience in all facets of database systems. Special focus in Db2 for z/OS. IBM Gold Consultant. Vote Blue! www.mullinsconsulting.com

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Craig S Mullins @craigmullins.bsky.social · 08/10/2026
Database problems? Performance issues? Start with this useful 5-step diagnosis!
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Craig S Mullins @craigmullins.bsky.social · 07/10/2026
One of the most fertile grounds for disagreement among database systems professionals is the appropriate usage of views. This book will help you to understand how to implement views wisely! amzn.to/4hRP30v
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Reposted by Craig S Mullins
Pete Buttigieg @petebuttigieg.bsky.social · 07/10/2026
As Transportation Secretary, I could always count on a Congressional Republican to take credit for an infrastructure win that they had voted against. That's the type of behavior that makes people cynical about politics - but it doesn't have to be that way.
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Craig S Mullins @craigmullins.bsky.social · 07/10/2026
The Big Book of Data, DBA, and Database Proverbs by Craig Mullins A collection of quotes, sayings, and timeless wisdom you can apply to your job in the world of data and database management. amzn.to/47BDy8C
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Craig S Mullins @craigmullins.bsky.social · 07/10/2026
Happy Hug Your Mainframe Day! October 7th #mainframe #hugyourmainframe #IBMZ
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Craig S Mullins @craigmullins.bsky.social · 05/10/2026
The Hidden Cost of Poor Database Design... Bad design is more expensive than bad hardware. Poor design leads to: excessive I/O, lock contention, slow queries, and higher CPU costs. Fixing design early saves millions later.
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Craig S Mullins @craigmullins.bsky.social · 01/10/2026
Logging configuration has a bigger impact on performance than most teams expect
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Reposted by Craig S Mullins
Donna Stern @dvsmemphis.bsky.social · 29/09/2026
Continuous child sexual abuse charges down to 60 days in jail and NO sex offender registry? Huge congrats to Ken Paxton’s prosecutors for negotiating on behalf of a predator instead of a child. Calling this a "defense" is pure nightmare fuel for every Texas parent. #momsky#sheshed
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Craig S Mullins @craigmullins.bsky.social · 29/09/2026
25 years of computing tends elnion.com/2026/09/29/2...
elnion.com
25 Years of Computing Trends
Looking back roughly 25 years—from the early 2000s through 2026—the computing industry has undergone several major architectural waves. Some replaced
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Reposted by Craig S Mullins
SirNYC @sirnyc.bsky.social · 26/09/2026
Dear Texans: Here's an election pro tip. If a candidate won't debate You don't vote for them. Period. It's that simple. By not debating they're saying you're concerns are not a priority. Vote for those who will debate. They have plans and value your concerns. Vote Talarico! Vote Hinojosa!
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rprobbins.bsky.social @rprobbins.bsky.social · 26/09/2026
Make it make some sense already 😳😡
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Craig S Mullins @craigmullins.bsky.social · 25/09/2026
It's true... I can't help it! #Db2 #Db2z
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Craig S Mullins @craigmullins.bsky.social · 24/09/2026
This is a nice piece if you are looking for a #mainframe overview The IBM mainframe: How it runs and why it survives arstechnica.com/information-...
arstechnica.com
The IBM mainframe: How it runs and why it survives
In this deep-dive explainer, we look at a big-business mainstay.
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Craig S Mullins @craigmullins.bsky.social · 24/09/2026
Moving the logic is easy; moving 40 years of interconnected #Db2 data without breaking downstream analytics is the real challenge!
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Craig S Mullins @craigmullins.bsky.social · 23/09/2026
Db2’s concurrency model is one of its greatest strengths because it was designed to support large numbers of simultaneous transactions while protecting data integrity and maintaining predictable performance.
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Craig S Mullins @craigmullins.bsky.social · 22/09/2026
Are You Actually Using the Db2 13 You Installed? db2portal.blogspot.com/2026/09/are-...
db2portal.blogspot.com
https://db2portal.blogspot.com/2026/09/are-you-actually-using-db2-13-you.html
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Craig S Mullins @craigmullins.bsky.social · 22/09/2026
The Cost of ‘Good Enough’ Data: Close Enough Is No Longer Good Enough www.dbta.com/Columns/DBA-... #data #governance #AI
dbta.com
The Cost of 'Good Enough' Data: Close Enough Is No Longer Good Enough
Over the years, I've had hundreds of conversations that started something like this: 'Our data is pretty good.' Sometimes the statement is made with confidence. Sometimes it's accompanied by a shrug.…
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Reposted by Craig S Mullins
CatWoman @catwomanresists.bsky.social · 22/09/2026
❤️❤️❤️
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Craig S Mullins @craigmullins.bsky.social · 21/09/2026
The Big Book of Data, DBA, and Database Proverbs amzn.to/4y6Ucsf
amzn.to
Amazon
Amazon
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Craig S Mullins @craigmullins.bsky.social · 19/09/2026
Modern #Db2 Environments Need Automated Package Governance www.linkedin.com/pulse/modern...
linkedin.com
https://www.linkedin.com/pulse/modern-db2-environments-need-automated-package-governance-1eeme/
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Reposted by Craig S Mullins
Back-the-blue 🦋 🇺🇸🏴󠁧󠁢󠁳󠁣󠁴󠁿🇫🇷🇲🇽🏳️‍🌈🇨🇦🇺🇦🇮🇹🇬🇧 @backthablu.bsky.social · 18/09/2026
bsky.app/profile/rbre...
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Craig S Mullins @craigmullins.bsky.social · 18/09/2026
My latest article for TechChannel this time on the AI Data Supply Chain techchannel.com/artificial-i...
techchannel.com
The AI Data Supply Chain: Why It Should Start With Your Systems of Record - TechChannel
Craig Mullins highlights the importance of understanding what's happening to AI data every step of the way.
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Craig S Mullins @craigmullins.bsky.social · 17/09/2026
A good #DBA works as a jack-of-all-trades... and a master of some!
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Craig S Mullins @craigmullins.bsky.social · 16/09/2026
Modern #Db2 Environments Need Automated Package Governance www.linkedin.com/pulse/modern...
linkedin.com
Modern Db2 Environments Need Automated Package Governance
By Craig Mullins, Mullins Consulting, for Infotel For many years, package management in Db2® for z/OS® was viewed as a routine administrative task. Packages were bound, rebound occasionally, and gener...
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Craig S Mullins @craigmullins.bsky.social · 16/09/2026
If you are registered for today's webinar on creating a consistent point-in-time #Db2 copy, don't forget to join. Not registered? There's still time! Learn how to turn copies taken at different times into a transactionally consistent historical Db2 environment w/o disrupting prod tinyurl.com/WNRcsm2
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Craig S Mullins @craigmullins.bsky.social · 14/09/2026
Creating a historical #Db2 environment shouldn't require a time-consuming UNLOAD/LOAD marathon. UBS Hainer's BCV5 automated copy workflows can reduce CPU & elapsed time by 90% ore more. They're demonstrating it on Sept 16. Check it out if you manage large amounts of Db2 #data! tinyurl.com/WNRcsm2
tinyurl.com
BCV5: Db2 Point-in-Time Copy from Inconsistent Image Copies
See how BCV5, UBS Hainer’s Db2 for z/OS copy solution, creates a consistent point-in-time copy from inconsistent image copies without disrupting production.
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Craig S Mullins @craigmullins.bsky.social · 14/09/2026
The Big Book of #DBA Proverbs offers 52 proverbs -- handy for a consuming as a proverb-a-week for a year -- with a colorful graphic for each, along with the author or source of the proverb. Enjoy! amzn.to/4gQRbX8
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Craig S Mullins @craigmullins.bsky.social · 10/09/2026
The month's #DBA Corner column | The Cost of ‘Good Enough’ Data: Close Enough Is No Longer Good Enough www.dbta.com/Columns/DBA-...
dbta.com
The Cost of 'Good Enough' Data: Close Enough Is No Longer Good Enough
Over the years, I've had hundreds of conversations that started something like this: 'Our data is pretty good.' Sometimes the statement is made with confidence. Sometimes it's accompanied by a shrug. ...
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Craig S Mullins @craigmullins.bsky.social · 10/09/2026
The Data Quality Renaissance: Why Your AI is Only as Good as Your DBA techchannel.com/artificial-i... #DBA #AI #data
techchannel.com
Data Quality and AI: Why Your AI Needs a DBA - TechChannel
Discover why data quality is the ultimate competitive advantage for AI. Learn how DBAs are vital to preventing hallucinations and data debt.
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Craig S Mullins @craigmullins.bsky.social · 10/09/2026
Audits. Forensics. Production incidents. Sometimes you need more than a backup. You need to know what #Db2 data looked like at a specific point in time—and you need it to be consistent. Watch this webinar to see how UBS Hainer's BCV5 can accomplish this tinyurl.com/WNRcsm2
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Craig S Mullins @craigmullins.bsky.social · 08/09/2026
A #Db2 image copy is useful. But multiple copies taken at different times do not give you a transactionally consistent view of the database. On Sept. 16, UBS Hainer will show how BCV5 uses inflight log processing to create a consistent historical Db2 target, w/o disrupting prod tinyurl.com/WNRcsm2
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Craig S Mullins @craigmullins.bsky.social · 07/09/2026
Learn how "good enough" data causes problems in the new age of AI systems in my book: The Cost of "Good Enough" Data. amzn.to/4hYgeIB
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Craig S Mullins @craigmullins.bsky.social · 05/09/2026
Nice review of my latest book! elnion.com/2026/09/05/t...
elnion.com
The AI Illusion: Craig S. Mullins Exposes The Hidden Costs Crippling Modern Data Architectures In His Latest Book
Enterprises are spending billions on artificial intelligence, cloud modernization, and analytics initiatives, yet many are building on foundations made of
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Craig S Mullins @craigmullins.bsky.social · 04/09/2026
What happens when someone asks “What exactly did our data look like at some point in time?” but your copies were taken at different times? Attend this webinar (Sept 16th) to learn how to create a consistent point-in-time #Db2 copy with BCV5. ubs-hainer.com/event/event-...
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Craig S Mullins @craigmullins.bsky.social · 02/09/2026
Three powerful technologies... One enterprise foundation: Db2, IMS, and VSAM.
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Craig S Mullins @craigmullins.bsky.social · 01/09/2026
Improve Db2 performance by implementing the techniques I outline in my book -- "A Guide to Db2 Application Performance for Developers." amzn.to/4gnEov3
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Craig S Mullins @craigmullins.bsky.social · 31/08/2026
Db2 locking is not really rocket science once you understand the fundamentals. db2portal.blogspot.com/2013/07/db2-...
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Craig S Mullins @craigmullins.bsky.social · 29/08/2026
Spending a long weekend in Galveston
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Craig S Mullins @craigmullins.bsky.social · 28/08/2026
Have you seen my new book of DBA and data proverbs? Check it out! amzn.to/4gtYvqg
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🦋💔🇺🇸SEB🇺🇸💔🦋 @sebastiangarof5.bsky.social · 27/08/2026
At this point, if you still support him, you are definitely an idiot. 🔄
The same idiots who think Trump, who dodged the draft five times, knows how to win a war also think Trump, who declared bankruptcy six times, knows how to run the economy.
That's what Trump
Derangement Syndrome actually looks like.
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Craig S Mullins @craigmullins.bsky.social · 27/08/2026
One of the biggest mistakes enterprises can make is underestimating the complexity of #data management and governance.
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Craig S Mullins @craigmullins.bsky.social · 26/08/2026
Mainframe JCL and job schedulers seem to me to be perhaps the first orchestration software. They are used to coordinate and run programs (Dev) and utilities (Ops). The concept has expanded, sure. But the idea is the same.
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Craig S Mullins @craigmullins.bsky.social · 26/08/2026
Everybody has their own opinions I guess. DevOps orchestration allows for more consistent, reliable operations by coordinating the various automation scripts and procedures that organizations have developed.
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Craig S Mullins @craigmullins.bsky.social · 26/08/2026
A big part of the CIO’s job should be to reduce uncertainty.
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Craig S Mullins @craigmullins.bsky.social · 26/08/2026
How is JCL not an orchestration language?
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Craig S Mullins @craigmullins.bsky.social · 25/08/2026
What Does a DBA Really Do? More Than You Might Think! datatechnologytoday.wordpress.com/2026/08/25/w...
datatechnologytoday.wordpress.com
What Does a DBA Really Do? More Than You Might Think!
Ask someone in IT what a database administrator does and you are likely to get a fairly simple answer: “They take care of the database.” Well, yes. But that is a little like saying an airline pilot…
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Craig S Mullins @craigmullins.bsky.social · 25/08/2026
Db2 concurrency is powerful — but it can be misunderstood
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Craig S Mullins @craigmullins.bsky.social · 24/08/2026
Learn how to manage #Db2 properly to achieve harmonious systems and applications that deliver quality and performance using the "Tao of Db2" amzn.to/4qCx16m
amzn.to
Amazon
Amazon
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Craig S Mullins @craigmullins.bsky.social · 24/08/2026
JCL and job schedulers: the original DevOps orchestration software #mainframe #IBMZ #DevOps
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Squash season @alvinsdream.bsky.social · 21/08/2026
Let's actually do this though
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