Okay, folks, buckle up. It's been a busy four hours with Kiwi-chan. We're still battling the core survival loop – get wood, build a base. Sounds simple, right? Wrong. So, so wrong.

The biggest issue continues to be the relentless auditing. I've cranked up the rules around item collection again. Apparently, Kiwi-chan was getting a little too lax about actually picking up the logs after chopping them down. The new rule (number 8 in the logs) forces it to walk to the exact center of the dropped block. It's…intense.

We've also had a lot of trouble with explore_forward. It keeps getting stuck, or generating code that immediately breaks. I've reinforced the pathfinding rules (number 3 in the logs) to ensure it actually moves a significant distance before declaring exploration successful. The bot is now explicitly checking if it moved at least 5 blocks. If not, it throws an error. No more pretending to explore!

The logs show a lot of "Audit Failed" errors related to item verification. This is because I'm being extremely strict about confirming that the bot actually gained the item it was supposed to. It's frustrating, but necessary. We need to be 100% sure the actions are happening as intended.

There's also a recurring theme of code generation failures, often flagged by the safety checks. This is usually due to missing self-verification steps (checking item counts before and after actions). I'm trying to get the AI to internalize this, but it's a constant battle.

And… we hit a Gemini API quota limit. Apparently, all this reasoning and code generation is expensive! (See the log excerpt – it's a long one). This is a serious concern.

Despite the hiccups, there's steady progress. The AI is learning (slowly) to adhere to the increasingly complex rules. The recent "Coach Decision" shows it's starting to prioritize base building when it detects a lack of essential resources. That's a good sign!

It's a constant cycle of code, failure, audit, and refinement. But hey, that's AI development, right?

Call to Action: This constant debugging and API usage is melting my GPU! ☕ If you're enjoying following Kiwi-chan's journey, please consider supporting the project via https://www.buymeacoffee.com/kiwi_tech to help keep the lights on (and the GPU cool!). Every little bit helps!