Gemma 4 12B first coding agent test on a 4080 Super

Just threw the new Gemma 4 12B into VSCodium with the Pi Agent extension to see how it handles tools, and it nailed the test on the first try. I gave it a prompt to write a Python script that reads logs line-by-line, grabs the error modules, and dumps the counts to a JSON file. I also told it to make its own mock log data and run a live terminal test to verify the results. Instead of just spitting out a block of code for me to copy and paste, the agent actually went to work. It created the script, populated a dummy app.log file with a mix of random logs, opened up a terminal shell to run the code, and verified the output with zero bugs or path errors. * **Model:** Gemma 4 12B (Unsloth UD-Q4\_K\_XL) * **Context:** 32K (`--ctx-size 32768`) * **KV Cache:** 8-bit (`--cache-type-k q8_0 --cache-type-v q8_0`) * **Layers:** \-1 (Full offload to GPU) * **Samplers:** Flash Attention ON, `--temp 1.0`, `--top-p 0.95`, `--top-k 64`, `--min-p 0.05`, `--repeat-penalty 1.15` * `llama.cpp + cuda`