# How I Run My Daily Standup on a Local LLM: Git, Gemma 4, llama.cpp and Telegram

DevFeed: [How I Run My Daily Standup on a Local LLM: Git, Gemma 4, llama.cpp and Telegram](<https://devfeed.tech/articles/how-i-run-my-daily-standup-on-a-local-llm-git-gemma-4-llama-cpp-and-telegram-25169.md>)

Original publisher: [Read original article](<https://www.ivanmorgillo.com/2026/05/27/daily-standup-pipeline-local-gemma-llama-cpp-telegram/>)

Author: Ivan Morgillo

Published: 2026-05-27T09:51:06Z

Content type: tutorial

Language: en

Sources: [Ivan Morgillo](<https://devfeed.tech/sources/ivan-morgillo.md>)

Topics: [gemma4](<https://devfeed.tech/topics/gemma4.md>), [llama.cpp](<https://devfeed.tech/topics/llama-cpp.md>), [Git](<https://devfeed.tech/topics/git.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [API](<https://devfeed.tech/topics/api.md>), [Claude](<https://devfeed.tech/topics/claude.md>)

Tags: [anthropic](<https://devfeed.tech/tags/anthropic.md>), [api](<https://devfeed.tech/tags/api.md>), [claude](<https://devfeed.tech/tags/claude.md>), [gemma](<https://devfeed.tech/tags/gemma.md>), [gemma-4](<https://devfeed.tech/tags/gemma-4.md>), [git](<https://devfeed.tech/tags/git.md>), [llama-cpp](<https://devfeed.tech/tags/llama-cpp.md>), [llm](<https://devfeed.tech/tags/llm.md>), [local](<https://devfeed.tech/tags/local.md>), [local-llm](<https://devfeed.tech/tags/local-llm.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [telegram](<https://devfeed.tech/tags/telegram.md>)

## AI overview

A developer describes replacing a cloud-based daily standup pipeline with a local Gemma 4 E4B model running on llama.cpp. The pipeline reads Git commits, formats them, and posts the summary to Telegram. The article also explains how empty API-key settings caused several automations to use personal Claude subscription authentication instead of the Anthropic API.

## Source excerpt

A real-world pipeline that scans my Git repos every morning, formats the day's commits with a local Gemma 4 E4B on llama.cpp, and posts the summary to Telegram -- no cloud, no API key, no AUP warnings.