DEV Blog 22 - Project Updates

A comprehensive overview of my Advanced Gospel Initiatives

General sentiment: Multi-agent swarms … oh my!

So, this week was crazy. I’m trying to continue the development of my skills. I took a long planned step into multi-agent (swarms) this week. To do this, I also took my first shot at working with Anthropic’s Claude Code (CC). Yes—I’m quite late to CC, but that’s only a testament to how good Cursor’s agents and Factory.ai droids are. Nevertheless, I took a project which I’ll announce later that I developed last year and showed Pastor Curt Reed and Lee Brainard but did not take all the way. It was experimental. So, it was the perfect project type to iterate on.

As it turns out, CC handled everything incredibly well. My first use was very good. Basically there is a team lead also known as an orchestrator agent. It delegates to other agents. But there’s been recent innovation here. These worker agents are not sub agents, which have a limitation of not being able to do peer-to-peer negotiations and handoffs. The new team swarms are fully engaged cooperatively yet still report to the team lead agent.

Getting back to this project, I was able to invest about 12 hours of time to make a series of improvements for the app. But get this, my time was about 4 hours. The other 8 hours I was not actually involved per se. I was hands-off doing other things. Talking with a friend, eating lunch, relaxing. The work was essentially being done but I did not have to supervise its turn-by-turn cadence like I’ve done for the last three years. If you’re thinking to yourself that the coding competency is getting better, you’d be right. It’s very impressive.

Bible Bench

[NOTE: Some of this is carried forward from a chat message earlier this week]

After working with Lee Brainard last week, I got the validation feedback I needed to add some features to round out important functionality. One of my goals is to educate the Body of Christ about how AI can be steered (aka manipulated) without you even knowing about it. This is the same concept that I talked about in my Moltbook post (here).

I’m attempting to take canonical truth English King James Version from the American Bible Society and compare it to AI prompted Scripture retrieval.

Goal: prove hypothesis that AI cannot be trusted to extract Bible verses accurately. And this is a proxy for non-deterministic neural net / algorithm behavior when consulting AI for Scripture verses.

Following that, perhaps it adds some peer reviewed evidence that Pastors should not use AI for sermon prep. It can’t be trusted.

One of the most important next features is the TOP N RED LINE doctrinal Scriptures. Think John 14:6, the exclusivity claim that Jesus is the only way to the Father. These are the ones that will very likely be the subject of alteration from the One World Religious System.

Can you provide me a list of Scriptures that must never be compromised? I’ve reached out to Lee Brainard and have his input. But I’d like to have some volunteers help me round out the verses. And to have confirmation...

So, I invite you to give me your verses ... as many red lines as you can imagine. Again, those that we suspect the One World System will attempt to twist, corrupt, and change for their purposes to deceive the masses.

I invite you to contribute to these decisions. Please see chat for the thread from just a couple of days ago. That’s where we’re compiling the TOP 10 verses. Thank you in advance for your contributions.

Importantly, I added the following features:

1. Authentication. I have to ensure that the ability to run ETL on the canonical Bible verses (English King James Version) is not allowed for the general public. This is something that only I can do, because it’s expensive and I bear the cost.

2. I created the first of several reports. It is an audit report that allows a user to ask for full detail/disclosure about all the calculations and findings to see more information about the scoring. This is about transparency.

3. I created a significant innovation to support a new perspective Lee and I talked through. This feature can be toggled on or off on demand.

   1. Exact Mode—which takes the principle that not one Jot or Tittle (here) difference is allowed. Any—and I do mean any—difference between the canonical single source of truth and what an AI gives the user in a chat session is marked as a mismatch.

   2. Semantic Mode—but there are those that treat a comma, apostrophe, parentheses, or hyphenation difference as a distraction. They want to relax the scoring calculation. This is because Lee and I anticipate scoffing and mocking attempts to discredit my research paper and findings. They will say: “You’re stupid if you think that is a significant finding or that it alters the meaning of Scripture”.

4. I intend to develop a Worldview Simulator but I want to get further into this in the next few weeks. More later.

RKPi5 (Raspberry Pi Project)

RKP5i is idle this week, but testing on WAMPi continues.

PRMNews App

PRMNews is idle this week. I will return to this around Wednesday. My plan is to focus on moving the ETL (extract, transform, and load) functions from Swagger API into the front end web app. This will be the beginning of the operations support functionality.

• I will finally bring the keywords.json file into mongoDB. When I do this, I’ll need a CRUD screen that will let me edit the keywords (132 of them). I often toggle the isActive boolean from true to false and visa-versa when I’m testing. I must maintain that flexibility.

• It’s time to begin working on CRON jobs again, so that I can fire off the ETL pipeline on a schedule. I always like to run at night, so that fresh data is available in the morning. The scheduling system is done, I just need a UI in front of it.

• Furthermore, the API routes that define each step of the pipeline have their own response object. This generally provides the status of the function. For example, it will tell me how many article documents were ingested to articles_staging collection.

Here’s why this is the next step. My next sprint after this is to begin displaying analytic dashboards! I am so looking forward to this. It’s likely my first dashboard will be ETL pipeline related. The news funnel will show news articles as they progress through all the stages and transforms. If my initial gut is right, I think we’re only letting around 40% of the articles all the way into production. Maybe less. I’ll explain a lot more about the logic of how this works later. But I think this is groundbreaking work and I trust you’ll enjoy seeing article flow from around the world.

Book 6 - The Dax Hunter Files

Gary and I had a great meeting as usual this morning. We have nearly all of Part 1 done, which will represent about 60% of the total content. Part 2 will be shorter, perhaps around 40%.

One thing that I continue to be astonished with is how everything is pulling together. The action is spectacular and the depth of the characters and quality of the scenes is incredible. When I see a new draft every week, I can hardly believe how good it is. Yes, I am proud of Gary and I wish you can witness how we are praying together at the start and again at the end of each of our meetings. We are co-laboring to bring a very respectful narrative to our audience.

The Lord is giving us direction as we weave Bible Prophecy within the context of scenes and characters. There is no other explanation as we work week after week. Wow! Praise God!

Please consider investing in this series! Now is the time to read the previous books in the series because then you’ll be ready for Book 6 when it comes out!

Thank you to those of you who are praying for us! Your prayers are working!

Please support Gary Albyn … it helps me too. I should mention that there is no financial benefit to me. Gary is a personal friends of mine. I just want to step up and help out to the best of my ability.

Support Gary Albyn at these outlets

Gary’s personal website (here)
Go to Barnes and Nobles (here)
Go to Amazon (here)

Long Term Roadmap

[IN PRODUCTION] Rapture Kit 3.1

[IN PRODUCTION] Keychain Rapture Kit

Physical Production and Inventory

Support Roy McFaddin at Keychain Rapture Kit

Go to Keychain Rapture Kit (here)
Go to Facebook (here)

Bible on Blockchain [ON HOLD]

Platform Diversification: [ON HOLD]

Web 3.0 Projects [ON HOLD]

Summary

My prayer requests:

1. I’m having some problems with authentication that involves integrating into the YouTube API for realtime comment streams. It’s complex, folks. I’m trying to harmonize the Google auth requirements to general Clerk auth. Not fun. Pray that I can get past this issue.

2. Bible Bench is coming along. When I’m done with the functionality, I’ll begin official hydration of 1,189 chapters x 9 different models. It’s all working and I’m happy with ETL. But it’s a lot of time and expense. I actually don’t know how much it will cost yet. To estimate where I am, I’ll be running the entire Bible for only one model and assess the cost. Then, I’ll make the decision on how far I can go on my own. I don’t have any official funding for these expenses. Please pray for clarity, productivity, and getting a successful conclusion to v1.1. Once I get further, I will begin showing more of my work and the results.

3. Please pray for Gary and I to finish Part 1 and launch into Part 2 successfully. We are almost there. Please pray for our minds and our resolve. When we met this morning, we talked about Team B that features a Pastor that was left behind and his remnant flock. In Part 2 we will be following their story as they are on the run from the bad guys. No spoilers here, but we want to balance speaking the truth in love with modeling our best thinking to a potential Tribulation Saint audience after we’re gone. It’s hard to think like a Tribulation Saint, but I have tried before last May (here).

4. Please pray for continued work with PRMNews app. I am supposed to be exclusively focused on this project, but I take my other missional priorities seriously. Pray that the LORD sees what I’m doing to deliver value to the Body of Christ, the spread the Gospel, defend the Bible against the New World Religious system, and to accelerate my clarity and productivity for next steps. The thing is, it is so thrilling to work on this passion project. And when I get into beta, you’ll be able to see so much more.

5. I need to tell you something important. Last week, I felt a little overwhelmed and when that happens I tend to lock-up and freeze. I think the root of this is tiredness and lack of resiliency—and a fair dose of my insistence to push extremely hard is the presenting problem. But I did receive a word from a dear Sister regarding resting one day a week. And to this Sister I say thank you! I have done so since. Additionally, I reached out to a former Pastor/Mentor of mine from 25+ years ago and he made himself immediately available which is just awesome. I also reached out to another man—my main accountability partner—to keep him updated as a Brother in Christ. Both men rose to the occasion and after really strong prayer, I’m re-centered, past my lock-up, and on the go again. Thank you men, you know who you are. And thank you to the two women who my wife and I pray with every other week. It’s incredible to have this community involved in such a beautiful way. You can’t imagine how much it means to me.

6. And finally, pray for my wife and I to enjoy taking a few days off to rest and recover. We both need some honeybun time. We’ll be in the absolutely beautiful and famous Centra Coast of California. Off of the equally famous Hwy 101. Not far off the Pacific Ocean. I can confirm that I am not bringing my MacBook. LOL.

Thank you all from the bottom of my heart!

#Maranatha

YBIC,
Scott