or linters

a scrapper / browser mcp with camoufox. plug a vision llm to that bad boy and you can defeat any google / cloudflare captcha.

edge

the new 4 12b model replaced qwen3.6 27b for me. the task i am doing is a bit specific, validating if a stamp has the correct name but the ones that it could not see maybe a 30 percent were easily discerned.

i still have not ever needed more than select, update, insert and create.

it’s open source now so presumably it’s harder to outright lie about how their system works.

bold move in the age of llm 0 days. this will be worse than geohot and sony

Off-topic, but I found his diss track years after the fact and actually reallly respect he could put together and perform a pretty smooth, catchy, witty track in what must have been a stressful time.

geohot is a main character in this world tbh

i mean yeah but is just a spec

What do you mean?

MCP is a way to define tools that works with many apps and has a lot of extra functionality built in, it's not the only way, but it's popular because many apps support it. You can also make tools using the opencode API or any other API, and you can give them large descriptions that take up a lot of context. No matter how you define the tools, they are injected into the context of the model using the same chat template provided by the developers of the model.

if a app messages me it is uninstalled. we have too many installed apps anyways.