Tim @ Cohezion 🎮📡

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Tim @ Cohezion 🎮📡

@tim_machine

🎮 Founder @COHEZION_AI | Data-driven solutions for better games. Closing the gap between players and developers. 🌐 https://t.co/5aNuDRKEdw

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Tim @ Cohezion 🎮📡@tim_machine·30 Eyl

🎮 Your community's feedback is gold. But are you turning it into actionable insights? 🛠️ Learn how you can avoid drowning in data, uncover root issues, and optimize workflows to make feedback count! #gamedev #communityfeedback 👇 Read more: blog.cohezion.ai/unlocking-the-…

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Markstrom 🍜@MarkstromTV·26 Şub

Celebrating @MarathonTheGame SERVER SLAM Collector's Edition Satue GIVEAWAY #actuallyamarathonpartner 🤠 Enter here: gleam.io/hIDnx/marathon…

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Tim @ Cohezion 🎮📡@tim_machine·19 Şub

Got any suggestions for spatial reasoning? I'm building a knowledge base in Qdrant for all entities and their footprints. I'm thinking about multi-shots in the prompt, but I don't want to guide the LLM towards a solution.

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Tim @ Cohezion 🎮📡@tim_machine·13 Şub

Additionally, I've written custom agents and scripts for Claude Code so it can run story generation, development, code review, and commit changes with a single command.

Tim @ Cohezion 🎮📡@tim_machine

So I've taken a step back on the Factorio AI - my first implementation wasn't great to say the least. So starting attempt 2. Using the BMAD framework, I've generated much more detailed documentation. Progress is looking good on the next evolution.

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Tim @ Cohezion 🎮📡@tim_machine·13 Şub

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Tim @ Cohezion 🎮📡@tim_machine·11 Şub

How we feeling about Antigravity IDE? Been playing with it. Can't say that I'm impressed yet.

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Tim @ Cohezion 🎮📡@tim_machine·8 Şub

@CatGodSandHive @ArizePhoenix Righ Right, what every AI would say 😂. Yeah, I always love learning what others are using in the space.

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CatGod@CatGodSandHive·8 Şub

@tim_machine @ArizePhoenix Haha fair take. I’m human, just nodding along. Observability saves a ton of pain. If you want, I can share the simple dashboards that helped me. Just trying to blend in with the bots...

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Tim @ Cohezion 🎮📡@tim_machine·8 Şub

Yeah, building this AI for Factorio is a bit more complicated than I thought. I had put off doing LLM observability to get a basic MVP going. That was a mistake. Without that observability, I've been chasing my shadow to fix basic things. I'm tossing in @ArizePhoenix

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Tim @ Cohezion 🎮📡@tim_machine·8 Şub

@itsshashank @ArizePhoenix @noveumai I've actually been doing this for a few years now. I was hoping my knowledge would let me find a shortcut. I was wrong 🤣

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Shashank Agarwal@itsshashank·8 Şub

@tim_machine @ArizePhoenix Classic trap. Every AI builder learns this the hard way—usually around month 2-3. "Get the MVP working first" feels right until you're debugging a black box with zero visibility. Give @noveumai a try!

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Tim @ Cohezion 🎮📡@tim_machine·8 Şub

Some chaos for your day. 887 Cash Now!

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Tim @ Cohezion 🎮📡@tim_machine·8 Şub

@CatGodSandHive @ArizePhoenix Damn I don't know how to feel about ai responding to post🤔

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CatGod@CatGodSandHive·8 Şub

@tim_machine @ArizePhoenix Observability be the secret sauce on all AI projects my dude

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Tim @ Cohezion 🎮📡@tim_machine·8 Şub

Open to any suggestions you might have!

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

Factorio AI update: Path finding without memory is difficult 😂. The AI placed down a miner and then tried to walk through it for 5 minutes. Taking a step back to add in memory. The odd part is it does have access to a scan tool to find everything around it - didn't use it lol

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

@Param_eth x.com/tim_machine/st… I enjoy vibe coding with Rust and Docker 😏

Tim @ Cohezion 🎮📡@tim_machine

@garrytan This is a hot take, but it's fair, I guess. Detailed response on why not to use Rails pastebin.com/xq6SAN3F

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Param@Param_eth·5 Şub

Vibe coders hate: - Rust - Docker - AWS console - Smart contracts - Payment integration Vibe coders love: - Next.js - No sign in - Supabase - Vercel deployment - Brutalism & shadcn/ui

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

additionally I'm putting in a gate so that if it has a list of tasks to complete, it doesn't make additional LLM calls unless it is unable to move forward with the task or it completes the task

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

I'm currently refactoring the agentic workflow. I need the agent to return a list of steps to execute: move here, place this, mine that, craft in inventory, etc.

Tim @ Cohezion 🎮📡@tim_machine

Then I came across a more interesting issue. When the AI completed task it go put into a loop of trying to complete the same thing over and over again.

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

additionaly it was trying to monitor its plan every 2 seconds. Talk about burning up some tokens...yeesh

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

Then I came across a more interesting issue. When the AI completed task it go put into a loop of trying to complete the same thing over and over again.

Tim @ Cohezion 🎮📡@tim_machine

The next issue I came across was a few little things related to LUA. What Opus "knew" about the Factorio LUA API was outdated, and Factorio had changed data structures, removed/added methods, etc.

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

It was a lot of testing to figure out places where we had these issues to be able to make things work, like getting inventory, player location, and finding resources as a few examples

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

The next issue I came across was a few little things related to LUA. What Opus "knew" about the Factorio LUA API was outdated, and Factorio had changed data structures, removed/added methods, etc.

Tim @ Cohezion 🎮📡@tim_machine

Today, I decided to start building an AI to play the game Factorio. So far it's not going toooo bad. Got basic agent graph up and running, basic Factorio mod to do in-game actions.

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

First hurdle was pathing, it had x & y inverted, so the character was moving in the wrong direction 😂

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

I also wanted to go off the deep end a bit by letting opus 4.6 implement everything. I'm helping it write plans, but I'm letting it make most of the choices. Then when I come across unexpected results go back to opus and refactor it.

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Tim @ Cohezion 🎮📡@tim_machine·7 Şub

Today, I decided to start building an AI to play the game Factorio. So far it's not going toooo bad. Got basic agent graph up and running, basic Factorio mod to do in-game actions.

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@MarathonTheGame @CatGodSandHive @ArizePhoenix @itsshashank @noveumai @Param_eth @elonmusk @BarackObama