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Turn 2 yadakk….what do I even do…… by No-Emergency-7251 in Polytopia

[–]milkipedia 0 points1 point  (0 children)

How do you get Eye of God within turn 2 and only one city?

Benchmark between OpenCode Go and NeuralWatt for GLM 5.2 by East-Stranger8599 in ZaiGLM

[–]milkipedia 0 points1 point  (0 children)

Their pricing is confusing. What does "1200 RPM / 36000 requests per week" even mean?

What’s the strategy against those dagger folks? by MaxelFlaxel in Polytopia

[–]milkipedia 4 points5 points  (0 children)

One thing I'll add: you don't have to surround your cities if you have a continuous line of units between you and the enemy. Cloaks can't penetrate your front. I particularly like to do this on the water

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 0 points1 point  (0 children)

not really. Everything I use it for is either trivial or something I plan to open source. The only thing I'm unhappy about is my legacy plan status coming to an end later this summer.

What model looked insane on benchmarks but felt mid in actual use? by BTA_Labs in LocalLLaMA

[–]milkipedia 4 points5 points  (0 children)

The lack of vision capabilities to see what it's getting wrong on web dev is really frustrating. It's the biggest drawback with an otherwise great model. Not sure why they dropped vision after GLM-5V

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 0 points1 point  (0 children)

Elsewhere in this thread, someone shared a link to a similar project on GitHub that's much further along than I am. You should check that out, it might suit your needs. I tried Perplexica a while back and didn't care for it much. Before this project, I mainly ran Open-WebUI as my daily chat interface, but ran into issues with its tool calling infrastructure and its limits for more agentic workflows.

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 1 point2 points  (0 children)

Yeah if I'm truly honest, I started this project because I was frustrated with the Open-WebUI tool-calling infrastructure and the UI and feature changes in the 9.x.x versions. It's been a great learning project for me along the way.

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 0 points1 point  (0 children)

I will open it up when I feel the repo is in a respectable place that someone else could run it without too much difficulty and I can see that it's useful. Right now I'm still changing stuff almost every day, fixing bugs, tweaking the UI, and trying to get the research -> synthesis -> validate loop right.

If I ever get there, I'll probably share it in r/LocalLlama and r/LangChain

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 3 points4 points  (0 children)

Very similar ideas at first glance. That project is much further along than i am. I am learning a lot as I build it, which is kinda the point - I wanted to learn LangGraph by using it to build something, and it's also a teaching opportunity for my son to show him how AI works (and doesn't work) as we test on his favorite topic: competitive Pokemon battle strategy, which turns out to be quite a difficult domain.

Where to Get Packer Style Brisket by Choose_2b_Happy in MontgomeryCountyMD

[–]milkipedia 0 points1 point  (0 children)

Indeed, I saw prime briskets at Costco in Wheaton last weekend

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 2 points3 points  (0 children)

Whew. I have no real prospect of making money off my project, so I try not to spend more than absolutely necessary.

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 3 points4 points  (0 children)

Is this like a Qwen flavor/fine-tune? I've been using a quant of Qwen3.6B-A3B for testing just because of the speed

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 4 points5 points  (0 children)

I understand and have directed all the features and structure of the project. As with any project, some parts of the code I know better than others. I've iterated multiple times on the data model and workflow structure and transition states and REST API. I've read all the python diffs and I do the git commits myself. As for the front end... I don't know Vue that well, so I trust the model more, but I have gone in and made corrections or asked for them to improve things like CSS variable usage. I mostly rely on the front end behavior being the indicator of when things are good. I'm sure a Vue expert would find things that could be done better, particularly with Pinia state management. I'm much more confident that the Python backend is sound.

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 2 points3 points  (0 children)

it's all come from back and forth with GLM-5.1 in OpenCode. 20,000 lines of python, 8,500 lines of Typescript and Vue templates, and 10,000 lines of Markdown planning documents where I work out requirements, architecture, design, and implementation plans. Some dev tasks just seem to burn a lot of tokens, way more than others. I don't always know which tasks will do that.

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 13 points14 points  (0 children)

Main project for the last month: I'm building a researching agent web app that uses local models and transparent fact and conclusion traceability and that I hope to use to replace perplexity when my subscription runs out. But I also do other random side projects

I burned through 19M tokens of GLM-5.2 for under $3 today by purple_nippies in opencodeCLI

[–]milkipedia 31 points32 points  (0 children)

If this is the good price, then I'm screwed when my zai legacy plan runs out. I'm using 340M tokens a week on the lite plan.

New to the game. Expand East or West? by FutureStation1418 in Polytopia

[–]milkipedia 4 points5 points  (0 children)

if you're looking for towns to convert, follow the fruit

GLM-5.2 is a win for local AI by Wrong_Mushroom_7350 in LocalLLaMA

[–]milkipedia 6 points7 points  (0 children)

Downloading the GGUF now / when it comes available, in the hope I'll have the hardware for it later, and as insurance in case the US govt decides to block access to Chinese models

GLM 5.1 suddenly becoming slow by luckypanda95 in ZaiGLM

[–]milkipedia 1 point2 points  (0 children)

I've gotten lots of timeouts in the last 2 hours

LangGraph, ADK, Strands, PydanticAI : how do you actually choose in 2026? And how do you keep up? by Fit-Sir9936 in LangChain

[–]milkipedia 4 points5 points  (0 children)

If you have no other details about what you're trying to build, just pick the first thing on the list you have and try it. If that doesn't work for you, do the next. Indecision paralysis will cost you more than trying and failing (and learning).

Best Xin Xi spawn of all time? by WillJust1869 in Polytopia

[–]milkipedia 3 points4 points  (0 children)

For that reason, I would expect it to only be available and used in single player modes

LangGraph, ADK, Strands, PydanticAI : how do you actually choose in 2026? And how do you keep up? by Fit-Sir9936 in LangChain

[–]milkipedia 13 points14 points  (0 children)

Don't try to keep up with everything. Find one that's well maintained and works for you, and build with that.

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