u/CF7_Gaming

I'm currently on Chapter 3 of Book 4 (Cibola Burn) and absolutely love The Expanse. The world-building is incredible, the politics are fascinating, and many of the characters are some of the best I've read in science fiction.

That said, I'm really struggling with Holden.

Am I alone in feeling like he's one of the weaker main characters and one of the least convincing leaders/captains I've encountered in a major sci-fi series?

What confuses me is that almost every major and secondary character seems to have more depth, nuance, and growth than Holden.

• Miller feels deeply flawed and human.
• Avasarala is incredibly intelligent, layered, and politically complex.
• Bobbie has a great identity and loyalty arc.
• Prax felt more compelling to me despite being around for a much shorter time.
• Naomi often seems like the actual strategist and adult in the room.
• Amos is endlessly fascinating because of how he views morality and people.
• Even Alex frequently feels more competent and grounded.

Honestly, I thought Book 3 was probably the weakest book so far, but even there I found myself becoming more interested in some of the side characters than Holden. That's what keeps standing out to me throughout the series. The supporting cast consistently feels richer and more nuanced than the person who appears to be the central protagonist.

By comparison, Holden often comes across as a guy with a strong moral compass but very little depth beyond that. His decision-making sometimes feels naive, and there have been multiple points where I've thought the crew succeeds despite Holden rather than because of him.

What's especially strange is that he's supposed to be the captain and leader, yet he often feels like a leader who has to be led by the people around him. Naomi explains the political realities, Amos provides practical reality checks, and others seem to compensate for his blind spots. At times it feels like Holden is the moral center of the crew, but not necessarily the person I would actually trust to command it.

I understand that part of his role may be to serve as the moral anchor of the story, but as a protagonist I find him significantly less interesting than almost everyone around him. In many scenes, I find myself wishing I were reading the perspective of someone else.

I'm not trying to bash the character or start a flame war. I'm genuinely curious whether this is a common reaction among readers, especially first-time readers around Book 4.

Did Holden eventually "click" for you later in the series, or did you always find the supporting cast more compelling than the nominal main character?

Please avoid spoilers beyond Book 4.

I'm looking for some advice on how other players manage their PHQ early in a Terran-focused playthrough.

I only have the Cradle of Humanity (Terran) DLC and have completed the PHQ storyline. My headquarters is currently in Grand Exchange, and I've started working through research. Right now I'm focusing on things like teleportation and module blueprint hacking.

My situation:

• PHQ is unlocked and operational.
• Research is underway.
• I haven't built much onto the PHQ beyond what's needed for research.
• I don't own many Commonwealth production blueprints yet.
• Most of my effort is going into building up industry in Terran space.
• I'm running missions, exploring, and growing my fleet while slowly funding research.

What I'm trying to figure out is whether I'm underutilizing the PHQ.

I've seen people turn it into:

• A research hub
• A storage/logistics center
• A production complex
• A shipyard later on

Since mine is in Grand Exchange and most of my economy is Terran-based, I'm not sure whether I should invest heavily into it yet or mostly leave it as a research station until later.

For players who started as Terran and got the PHQ relatively early:

1. What did you build at the PHQ in the early game?
2. Did you keep it mostly as a research station for a while?
3. Did you build Terran industry at the PHQ or keep that in Terran sectors?
4. What research did you prioritize after teleportation?
5. Looking back, what do you wish you had done differently with the PHQ during the first 20-50 hours?

Any tips, strategies, or "I wish I'd known this sooner" advice would be appreciated.

Thanks! I'm trying to avoid the classic mistake of dumping millions into a giant headquarters project when Boso Ta might just want me to buy increasingly ridiculous shopping lists. 😄

I'm putting together a proposal for an initiative focused on using AI to analyze legacy enterprise systems and uncover decades of embedded business logic.

The idea is to use AI to analyze things like:

• Database schemas
• Stored procedures
• Legacy application code
• Historical transaction data
• Existing documentation

The goal isn't to automate decisions immediately. It's to first create a documented knowledge base of the rules, dependencies, decision paths, and data relationships that currently drive business operations.

Potential outputs would include:

• Business rule catalog
• Knowledge graph of relationships and dependencies
• Decision trees explaining how outcomes are determined
• Recommendations for future-state data models and modernization opportunities

Before I finalize the proposal, I'd love feedback from anyone who has attempted something similar.

Questions:

1. Has anyone successfully used AI to discover and document business rules from legacy systems?
2. What worked better: analyzing source code, database logic, transaction history, or a combination of all three?
3. How accurate were the AI-generated rules compared to SME validation?
4. Did you use knowledge graphs, vector databases, graph databases, or another approach?
5. What were the biggest challenges: data quality, context gaps, undocumented exceptions, or something else?
6. How did you measure success?
   • Rule coverage?
   • SME time saved?
   • Modernization acceleration?
   • Reduced operational risk?
7. Were there any tools, platforms, or architectures that performed particularly well?
8. If you were starting over, what would you do differently?
9. What scope would you recommend for a pilot to demonstrate value in 60-90 days?
10. Is there a realistic path from business rule discovery to explainable AI recommendations and decision support, or are those separate initiatives?

My hypothesis is that many organizations are trying to modernize systems without fully understanding the business logic currently embedded in them. It seems like AI could act as a "business rule archaeologist" and create the foundation needed for future modernization, automation, and AI-driven capabilities.

Interested in hearing both success stories and cautionary tales.

I'm putting together a proposal for an initiative focused on using AI to analyze legacy enterprise systems and uncover decades of embedded business logic.

The idea is to use AI to analyze things like:

• Database schemas
• Stored procedures
• Legacy application code
• Historical transaction data
• Existing documentation

The goal isn't to automate decisions immediately. It's to first create a documented knowledge base of the rules, dependencies, decision paths, and data relationships that currently drive business operations.

Potential outputs would include:

• Business rule catalog
• Knowledge graph of relationships and dependencies
• Decision trees explaining how outcomes are determined
• Recommendations for future-state data models and modernization opportunities

Before I finalize the proposal, I'd love feedback from anyone who has attempted something similar.

Questions:

1. Has anyone successfully used AI to discover and document business rules from legacy systems?
2. What worked better: analyzing source code, database logic, transaction history, or a combination of all three?
3. How accurate were the AI-generated rules compared to SME validation?
4. Did you use knowledge graphs, vector databases, graph databases, or another approach?
5. What were the biggest challenges: data quality, context gaps, undocumented exceptions, or something else?
6. How did you measure success?
   • Rule coverage?
   • SME time saved?
   • Modernization acceleration?
   • Reduced operational risk?
7. Were there any tools, platforms, or architectures that performed particularly well?
8. If you were starting over, what would you do differently?
9. What scope would you recommend for a pilot to demonstrate value in 60-90 days?
10. Is there a realistic path from business rule discovery to explainable AI recommendations and decision support, or are those separate initiatives?

My hypothesis is that many organizations are trying to modernize systems without fully understanding the business logic currently embedded in them. It seems like AI could act as a "business rule archaeologist" and create the foundation needed for future modernization, automation, and AI-driven capabilities.

Interested in hearing both success stories and cautionary tales.

I'm putting together a proposal for an initiative focused on using AI to analyze legacy enterprise systems and uncover decades of embedded business logic.

The idea is to use AI to analyze things like:

• Database schemas
• Stored procedures
• Legacy application code
• Historical transaction data
• Existing documentation

The goal isn't to automate decisions immediately. It's to first create a documented knowledge base of the rules, dependencies, decision paths, and data relationships that currently drive business operations.

Potential outputs would include:

• Business rule catalog
• Knowledge graph of relationships and dependencies
• Decision trees explaining how outcomes are determined
• Recommendations for future-state data models and modernization opportunities

Before I finalize the proposal, I'd love feedback from anyone who has attempted something similar.

Questions:

1. Has anyone successfully used AI to discover and document business rules from legacy systems?
2. What worked better: analyzing source code, database logic, transaction history, or a combination of all three?
3. How accurate were the AI-generated rules compared to SME validation?
4. Did you use knowledge graphs, vector databases, graph databases, or another approach?
5. What were the biggest challenges: data quality, context gaps, undocumented exceptions, or something else?
6. How did you measure success?
   • Rule coverage?
   • SME time saved?
   • Modernization acceleration?
   • Reduced operational risk?
7. Were there any tools, platforms, or architectures that performed particularly well?
8. If you were starting over, what would you do differently?
9. What scope would you recommend for a pilot to demonstrate value in 60-90 days?
10. Is there a realistic path from business rule discovery to explainable AI recommendations and decision support, or are those separate initiatives?

My hypothesis is that many organizations are trying to modernize systems without fully understanding the business logic currently embedded in them. It seems like AI could act as a "business rule archaeologist" and create the foundation needed for future modernization, automation, and AI-driven capabilities.

Interested in hearing both success stories and cautionary tales.

Ok, tell me about the KHK. They came out of nowhere and are causing havoc in the Asteroid Belt. I am early on and only have a Katana and a mining fleet. I was doing the A Pirate's Trail missions and then all of a sudden 5 of my miners started telling me they were being attacked. I am now trying to fly all over the AB helping my miners.

Hey everyone,

First playthrough, and I'm honestly at the point where I'm ready to jump ship from my current ride.

I'm playing through the Terran Cadet start and, after the early PHQ missions, I'm currently flying a Kestrel Vanguard. While it's fast, I feel incredibly fragile every time I undock. I'm constantly worried about getting swatted out of existence if I make a mistake.

My original plan was to grab my wingman's Gladius from the beginning of the game. Unfortunately, when I finally got to it, there were a bunch of Xenon camping the area. I made several attempts to claim it, died multiple times, and eventually gave up.

So now I'm wondering:

• What ship should I be aiming for early in a Terran Cadet playthrough?
• Should I stick with the Kestrel and focus on earning credits first, or is there a better progression path?

I'm not necessarily looking for the most overpowered ship in the game. I just want something with enough shields and firepower that I don't feel like every pirate or Xenon patrol is one bad decision away from sending me back to the loading screen.

Any advice would be appreciated.

Terran economy advice needed - 30 hours in and trying to make the jump from mining to industry

I'm about 30 hours into a Terran playthrough and I feel like I'm transitioning from "selling raw materials" to building an actual industrial economy. Looking for advice from people who have successfully scaled Terran production.

 

Current Setup

 

Asteroid Belt Mining Depot (3 Star Manager)

• Dedicated mining hub with (Ore, Silicon, Helium, Methane, Hydrogen)
• Miners are assigned directly to the station and restricted to Asteroid Belt only.
• No traders assigned - (My factories will be responsible for pulling resources from the depot)
• All raw materials are currently restricted to My Faction Only - (right now only supplying a Mars Station)

 

Mercury Solar Farm (5 Star Manager)

• 8 Energy Cell production modules
• A few station traders
• One dedicated Baldric hauling exclusively to the Terran Wharf
• Selling to all factions with the sell price set to 10   (lowest I can make it)
• The station consistently has a large surplus of Energy Cells.

 

Mars Factory (5 Star Manager)

• No shortage of raw resources
• 4x Metallic Microlattice - (only selling to myself)
• 1x Silicon Carbide (Building a 2nd production module) - Selling to all)
• I recently stopped selling Metallic Microlattice externally because I wanted to make sure I could support the Silicon Carbide modules.

 

What I'm Trying To Figure Out

Mercury Solar Farm

• What's the most effective way to sell large volumes of Energy Cells?
• Any tips for this factory?

 

Mars Factory:

• Keep Microlattice internal or sell outside?  I want to make sure that I don't disrupt Silicon Carbide production
• What's the best way to market Silicon Carbide? Right now it sells, but in relatively small batches.  Can Silicon Carbide be a money maker?

 

Terran Economy Maturity

This is probably my biggest question.

At roughly 30 hours of gameplay:

• How developed should the Terran economy be?
• Is it normal for demand to still feel inconsistent or am I not being patient because I just set up my factories?
• I felt like I had better income when I just had some miners in the AB selling to random factories, but I wanted to repurpose them to build vertical industries.

Hey all,

I'm still relatively new to X4 and trying to build a Terran mining/trading/manufacturing empire. My goal is eventually to become mostly hands-off and focus on managing the business rather than personally flying every ship everywhere.  I just started the teleportation research on the PHQ.

 Current financial situation:

Credits: 300K, but with a very slow and steady income.

 

Mercury Solar Station

• 4x Energy Cell production modules
• Small container storage
• 3 Frog traders assigned

 

Mars Microlattice Station

Currently building a station with:

• 2x Metallic Microlattice production modules
• 1 dock
• Small container storage
• Small solid storage
• Small liquid storage

 

Asteroid Belt Miners

• 1 M ore miner
• 3 S and 1 M Silicon miners
• 0 Helium Miners

 

What happened is that I started building the Microlattice factory before fully understanding the Terran production chain. I originally thought it only needed Ore and Energy Cells, but I've now discovered it also needs Helium. That required adding liquid storage, and now I'm basically broke.

My next planned purchase is an M gas miner for Helium.

 

My questions are things like below:

1. Did I build this factory too early, or am I still on a reasonable path?
2. Should I expand the existing Mars station into a Silicon Carbide complex, or build a separate Silicon Carbide station somewhere else  (basically focus on specialized stations or multi-use stations)?
3. If expanding in Mars is the better option, how many Silicon Carbide modules would you pair with 2 Microlattice modules?
4. Is Mars the best place for this long-term, or would you relocate future industry to other sectors?
5. At what point do you start adding Computronic Substrate production?
6. How many Ore, Silicon, and Helium miners would you consider the minimum for a small but profitable Terran industrial setup?

 

For context, I'm a busy Dad with limited playtime (30-60 minutes in the morning before work), so I'm generally looking for the most efficient and least micromanagement-heavy approach rather than the absolute min/max solution.

 

Any advice from experienced Terran industrialists would be appreciated!  Any QoL mods I need to look at as well?