# dagucloud/dagu > Local-first workflow orchestrator: a single binary with a Web UI and no external database, defining DAGs in YAML over existing scripts, Docker, Kubernetes, and SSH commands. - Magnitude: 1.4 out of 10 — Steady - Stars: 4,305 total · +2 stars measured 2026-10-09, 00:11–10:59 UTC, ≈ 5 by evening - Star trust: star growth looks organic - Category: DevOps & infrastructure · Language: Go · License: GPL-3.0 · Created: 2022-04-22 · Last push: 2026-10-09 - GitHub: https://github.com/dagucloud/dagu · Homepage: https://dagu.sh · Page: https://gitnova.dev/en/r/dagucloud/dagu ## Useful for - Run an ETL pipeline from SQL scripts and dbt with retries and run history - Schedule ffmpeg video transcoding across multiple workers via cron syntax - Execute commands on remote servers over SSH with logs and notifications ## Why it’s here - Star-counter measurements on 2026-10-09 (UTC), 00:11–10:59: 4303 → 4305 stars (+2). This is the change over that interval. - Estimated end-of-day forecast: about +5 stars, using observed gains and the previous day. - Recent forks include notable developers: @jdx (4,337 followers). ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 364 - Issues and pull requests: 3,030 - Watchers: 21 - Average over the last week: 10 per day - Usual pace: 16 per day - Latest release: v2.18.2 (2026-10-04) ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-30 … 2026-10-29: 8, 14, 9, 5, 14, 18, 9, 9, 7, 0, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None ## Magnitude by day, last 14 days 09-24 1.4, 09-27 2.8, 09-28 2.7, 09-29 2.3, 09-30 1.6, 10-01 1.7, 10-02 1.8, 10-03 1.5, 10-04 1.5, 10-05 1.9, 10-06 2.0, 10-07 1.6, 10-08 1.8, 10-09 1.5 --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-09 11:04 UTC, updated every 30 minutes.