Sunday, June 14, 2026

AI: The new digital Cookie-cutter

  I am a database and application developer.  At my age I suspect part of the reason why I was included among the estimated 40K employees that were terminated, in the year Larry Ellision decided to burn his house down for AI, is that the assumption would be that I might be resistant to AI, or not capable of learning new skills that would make me successful with AI.

  I’m not going lie and say that this is false; because I have a healthy skepticism of what impact AI can represent on the world today, some of which the world is now seeing and many of us who were replaced so that ai can be provided for over our past contributions.

My skepticism is as follows:

1.      The termination of ( a whole lot of) highly skilled workers in favor of what essentially becomes a modern cookie-cutter solution

2.      The AI cookie cutter is not necessarily a cost savings as

a.      Massive Data Centers consume physical Assets, Electricity on a “by powerplant scale”

b.     are being trained by lower wages, lower skilled workers, resulting in incomplete, insecure, and some flat-out wrong results

c.      In order to use the AI cookie cutter the “developer”, or more likely their organization, must also pay for the privilege.

d.     Debugging is often required, which requires some of those highly-skilled worker you just put back into the job market.

3.      The AI cookie cutter also stifles innovation. Sure you can tell it what you want but it is going to produce its “solution” based on a lower-skilled knowledge base and therefore you lose the true power of code innovation in the form of organization, performance optimization, security-minded constructs, and sheer confidence that what you produce will pass a regulatory review.

  That being said, I consider myself partially (time will tell how bad it can get) correct in these cases.  Now I also have a powerful need to make my mortgage payments and feed my family, and since I am not a billionaire that can buy and sell the media using the same dividends that could have bought a good AI foundation while still respecting his employees and the needs, I have begun updating my skillset to include AI concepts and specifics for projects both personal and production related.  My initial assessment is as follows…

You have to know what you want.

  In great detail.  I have been seeing all these training programs that tout a code assistant without needing to know code.  Please reference my above points.  This is the path to literally paying for production code that, if you are ignorant enough to publish without meaningful review, will create the largest amount of expensive technical debt we will ever see in the field.  If you as an AI user don’t understand the term technical debt, then you are the current and future problem in this space.  If you want to be a developer or an IT professional, you need to do the work and learn your trade.

You have to know how to describe what you want.

  Again, in great detail.  Of course, this also comes with the idea that you have to be knowledgeable in the end result, how it look, how it behaves, and especially how it fits the needs of the problem you are solving.  See my previous assertion that like the blacksmith apprentice of old,  learn your trade.

  I have had some interesting test interactions with AI, that I will bring out in a future post but the things I have leaned in them are “educational” it presents an opportunity of sorts that might just make the disillusioned, highly-skilled, and by necessity “petty” developer and IT professionals even more valuable in the destopian AI future that we find ourselves pursuing like Alice heading down the rabbit-hole.

EOL


Monday, March 23, 2020

Call to Action : Project Listing


With willing hearts and skillful hands, the difficult we do immediately; the impossible takes a bit longer” -Ben Moreell, Rear Admiral, US Navy, (Founder of the Naval Construction Force)

  On March 18, 2020, Joel Kallman sent out a plea to the community Seek where you can help. Now.
Recognizing that we are data scientists, we specialize in collection and presentation of this data through our apps.  We also have a powerful arsenal of tools, with Oracle Application Express at it core, to do this work quickly.  In these times of CoVID-19 with quarantines, self-distancing and the like, we might have some bandwidth to help the cause. 

  If you are like me you have a number of family and friends that are working on the front lines of this pandemic to stem the flow of this virus, or you have people that are in a high risk group for the virus.

  I agree with Joel, and we should be looking for ways to get information to the front that is timely, and useful, most of all quick. 
  To this end I have started two apps one I think will help with the virus mitigation the other is for us, or really any developer looking to coordinate efforts.  This effort is important not just for now but for the next pandemic, hurricane, or any other event where emergency management becomes critical. 
  
  PVP is just a simple registry app that should give us an idea of the projects that are suggested or are in progress.  Find PVP HERE.  Add projects, give suggestions, or look for a team that needs resources.  It’s a fairly simplistic app but it should suffice for now.

  I have recorded my other App "EMMA" as both a functional and example record.

  read Joel's original post for background on the effort.
    Joel’s Oracle Profile: https://blogs.oracle.com/author/joel-kallman

Get to Work!” - Jason D. Aughenbaugh, Builder Second Class (BU2), US Navy (1993-2001)

Thursday, March 12, 2020

Relay Released... "and may the odds be ever in your favor"


  So that's it; the work is done, and everything is perfect.  Just kidding, its serviceable working and should be a good place to start.

  So if you were a fan of my previous post then you are anticipating this one.  Today I have finished an initial cleanup pass on the open-source code for Relay and have uploaded to github at the following location

https://github.com/jaughenbaugh/RelayWorkflow

  Now there is a lot here but some of what I allued to in the previous post is not.  Mainly documentation.  I am starting a basic install doc now and will post updates as I go.  For now, if you are brave enough to start digging into my madness here are a few points to consider.

  1. Relay is a PL/SQL and Oracle APEX system, Oracle XE is the minimum requirement.  It also works on the cloud services
  2. The bulk of development was done in Oracle XE 11g, but some was done on XE 18c.  Plan accordingly
  3. The initial repository is the direct reset and extract of working code on my cloud DB.  I had done a lot of in-line comments to document much of it.  Please excuse and vulgarity I may have missed removing,it a process afterall.
  4. What documentation there is in included in the repository
  5. Send any questions, comments, complaints, snide remarks, good jokes, bad jokes, and dad jokes to THIS EMAIL
  6. Finally, enjoy! 
BE ADVISED:  There is still work to be done so expect some issue along the way.

More to Come....


cheers!