AI · alternatives · 2026

24 alternatives to Local automation runner with built-in LLM steps – YAML pipelines

Developer-first automation runner - pipelines as YAML, extended with Python, executed from the CLI or a local scheduler.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

1
My LLM CLI tool can run tools now, from Python code or plugins▲529
LLM 0.26 is out with the biggest new feature since I started the project: support for tools. You can now use the LLM CLI tool—and Python library—to grant LLMs from …
2025 · simonwillison.net · its alternatives →
2
buildpipe▲116
Compose, run and automate multi step AI developer workflows
May 2026 · buildpipe.com · its alternatives →
3
Pipelex – Declarative language for repeatable AI workflows▲122
We’re Robin, Louis, and Thomas. Pipelex is a DSL and a Python runtime for repeatable AI workflows. Think Dockerfile/SQL for multi-step LLM pipelines: you declare steps and interfaces; any model/provider can fill them. Why this instead of yet another workflow builder? - Declarative, not glue code: you state what to do; the runtime figures out how. - Agent-first: each step carries natural-language context (purpose, inputs/outputs with meaning) so LLMs can follow, audit, and optimize. Our MCP server enables agents to run pipelines but also to build new pipelines on demand. - Open…
Oct 2025 · github.com · its alternatives →
4
Decentralized Automation Framework in YAML▲35
2020 · starsheep.io · its alternatives →
5
Run – Easily manage and invoke small scripts and wrappers▲107
Task runner that helps you easily manage and invoke small scripts and wrappers - TekWizely/run
2019 · github.com · its alternatives →
6
LLM Applications from Yml Files▲5
You build LLM applications with YAML files, that define an execution graph. Nodes can be either LLM API calls, regular function executions or other graphs themselves. Because you can nest graphs easily, building complex applications is not an issue, but at the same time you don't lose control. The YAML basically states what are the tasks that need to be done and how they connect. Other than that, you only write individual python functions to be called during the execution. No new classes and abstractions to learn.
2024 · github.com · its alternatives →
7
Find the best local LLM for your hardware, ranked by benchmarks▲283
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly. - Andyyyy64/whichllm
May 2026 · github.com · its alternatives →
8
Use LLMs to Interact with APIs▲35
Recently featured in a LangChain blog https://blog.langchain.dev/empowering-development-with-flowt... , use LLMs to construct an API first runnable workflow with an IDE experience.
2024 · github.com · its alternatives →
9
Build Live AI and RAG Pipelines in Minutes with YAML Templates▲8
Hello everyone! I am Jan, CTO and one of the creators of Pathway, the real-time data processing framework. I’m excited to share Pathway’s ready-to-use AI Pipelines, configurable with just YAML! These frameworks offer out-of-the-box solutions for AI search, RAG, and more—optimized for real-time indexing and in-memory processing. What makes it simple? YAML templates! The pipeline templates are fully customizable using YAMLs to fit your needs, from changing the data sources to the choice of the LLM model, all without touching Pathway’s Python code. Thanks to the Pathway data processing engine,…
2024 · pathway.com · its alternatives →
10
Ceacle Pipeline▲99
Automation for creators
2023 · pipeline.ceacle.com · its alternatives →
11UW
Updatecli – What if Dependabot and Ansible had a child?▲60
What if Dependabot and Ansible had a child? Well for me that could be Updatecli. Updatecli is a project that I started to help maintain the infrastructure of the Jenkins project. I needed something flexible enough to update YAML with whatever information needed. Because let’s say it, everybody loves YAML. YAML is everywhere. Run it from everywhere… Updatecli is a command-line tool written in Golang and available for Windows, Linux, MacOSx, amd64, arm64, thank you Goreleaser All of that to say that it runs from wherever CI or laptop we need. As of today, Updatecli opened over 3000 Pull…
2022 · its alternatives →
12
Pipelines – Language for scripting parrallel pipelines with Python▲69
An experimental programming language for data flow - calebwin/pipelines
2019 · github.com · its alternatives →
13
Replacing my OS process scheduler with an LLM▲77
Replacing the OS process scheduler with an LLM. Contribute to mprajyothreddy/brainkernel development by creating an account on GitHub.
Dec 2025 · github.com · its alternatives →
14
OrchestraML▲82
From English prompt to deployed ML model with human approval
Jun 2026 · orchestra-ml.vercel.app · its alternatives →
15
Run – a CLI universal code runner I built while learning Rust▲96
Hi HN — I’m learning Rust and decided to build a universal CLI for running code in many languages. The tool, Run, aims to be a single, minimal dependency utility for: running one-off snippets (from CLI flags), running files, reading and executing piped stdin, and providing language-specific REPLs that you can switch between interactively. I designed it to support both interpreted languages (Python, JS, Ruby, etc.) and compiled languages (Rust, Go, C/C++). It detects languages from flags or file extensions, can compile temporary files for compiled languages, and exposes a unified REPL…
2025 · github.com · its alternatives →
16
R2Devops▲92
Automate painful tasks of software development in 1 click
2022 · getplumber.io · its alternatives →
17
Local LLMs by Sttabot AI▲112
Build local LLMs using top data science libraries
2023 · its alternatives →
18
Hm – a task runner with a Python DSL, growing into a CI/CD system▲12
Hi HN! My name is Marko and I am working on a CI/CD system at harmont.dev, a CI/CD system that sucks slightly less. As I've been working on the cloud, I realized that the CLI might be generally useful as a task runner, even if you don't care for our CI/CD, and that's what I'm sharing here! Every CI system I've used at Tesla, Bun, and mesa.dev has had the same problems: stateless and slow (GHA), or stateful and horizontally unscalable (Jenkins), with YAML on top of either. The straw that broke the camel's back for me was the realization that all my Claudes are waiting upwards…
May 2026 · github.com · its alternatives →
19
LLM-Term – Simple Rust-based CLI assist tool▲32
Current AI-assisted CLI tools are often part of larger systems and work better on Linux. I built llm-term to address these. It's a Rust-based tool that compiles into a single binary file. You only need to download the binary, add it to your PATH, and configure your OpenAI key to get started. While llm-term offers an option for gpt-4o, it works great with gpt-4o-mini. So it's not costly. I appreciate any feedback or suggestions.
2024 · github.com · its alternatives →
20
Scaffolder, CLI tool to generate project structure, taken from YAML▲30
Scaffolder is a CLI tool written in Golang to instantly generate skeleton project structure with boilerplate code, that's taken from configurable YAML file, to quickly kick-start your project I was tired of manually creating the project structure, with all those folder, files... So I decided to create a CLI tool that allows you to instantly generate skeleton projects, based on a reusable YAML file with boilerplate code if specified. YAML is very easy for both humans and programs to work with and parse, hence why it's the most logical choice in context of Scaffolder. Check out the GitHub page…
2023 · github.com · its alternatives →
21
I built a visual node system for CI/CD that supports GitHub Actions▲18
Hey HN, About a year ago I shared a first MVP of a visual node-based system for CI/CD pipelines that I've been very passionate about. I've been building on it since, and it's now live. I've always liked building pipelines and workflows, but I've never liked writing YAML for anything more than simple linear tasks. Branching, conditions, loops, or trying to just run certain things in parallel always gets messy. So I built Actionforge, a visual node system to tackle some of these pain points. Instead of writing YAML yourself, you build workflows as graphs. While Actionforge still uses YAML…
Feb 2026 · actionforge.dev · its alternatives →
22AT
Automation the KISS way. No YAML involved▲5
Hello HN, I like Ansible as a tool for automation to perform tasks on multiple remote hosts. But like many of you, I'm sick of the custom YAML DSL that many of this kind of tools provide. How many times have we said "just give me a true scripting language!" ? That's why I started this project `tricorder` (as in Star Trek's tricorder, a simple device to do pretty much anything required by the plot). For now, it's only a tool to execute a command on multiple hosts (like ansible, but without the YAML) and returning the outputs as JSON so you can query it with other tools like `jq` in your bash…
2022 · its alternatives →
23
AdalFlow: The library to build and auto-optimize any LLM task pipeline▲44
AdalFlow: The library to build & auto-optimize LLM applications. - SylphAI-Inc/AdalFlow
2024 · github.com · its alternatives →
24
iauto▲1
Low-Code intelligent automation tool integrates LLM and RPA
2024 · github.com · its alternatives →

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