bacalhau-project/bacalhau
Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.
⚡ Executive Summary & Quick Facts
Authoritative Sourcebacalhau is bacalhau is an open-source project written in Go: Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), bacalhau-project/bacalhau has accumulated 874 GitHub stars and 105 forks. It is written in Go, licensed under Apache-2.0, and ranks #8,036 globally. It is actively maintained with the latest commit recorded on Oct 21, 2026.”
| Repository | bacalhau-project/bacalhau ↗ |
|---|---|
| Primary Category | ai art |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 874 stars · ⑂ 105 forks · #8,036 globally |
| Maintenance | ● Active (Last commit: Oct 21, 2026) · 5 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, bacalhau is actively maintained. Continuous telemetry recorded the last code commit on Oct 21, 2026 (11 days ago). Supported by 874 stars and 105 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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[](https://githubrepo.cloud/repo/bacalhau-project/bacalhau?utm_source=readme_badge) [](https://githubrepo.cloud/repo/bacalhau-project/bacalhau?utm_source=readme_badge) [](https://githubrepo.cloud/repo/bacalhau-project/bacalhau?utm_source=readme_badge) [](https://githubrepo.cloud/repo/bacalhau-project/bacalhau?utm_source=readme_badge) [](https://githubrepo.cloud/repo/bacalhau-project/bacalhau?utm_source=readme_badge)Momentum
+22
STARS · LAST 30 DAYS
1
PER DAY
#923
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +22 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
bacalhau gained 22 stars in the last 30 days, about 1 a day, and now has 874. It is about 5 years old and has averaged roughly 175 stars a year. It ranks #923 among Go repositories and #8,036 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#9018
BEST RANK
Oct 21, 2026
FIRST APPEARANCE
Active
STATUS TODAY
bacalhau has maintained a continuous presence across global trending indexes, peaking at #9018. Below is the 30-day activity profile:
💡 Overview
bacalhau is an open-source project written in Go: Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-art, ai-data-collection, ai-pipeline. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Go for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ go install github.com/bacalhau-project/bacalhau@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
bacalhau coordinates its core functionality through a modular Go pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with bacalhau.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install bacalhau using your package manager: `go install github.com/bacalhau-project/bacalhau@latest`
Initialize your project workspace or configuration file for bacalhau.
Import bacalhau into your codebase or invoke it directly from your terminal.
Execute your test suite or run `bacalhau --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
bacalhau-project/bacalhau is currently ranked #8,036 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,030 | misakaio/chnroutes2 | — | ★ 875 | Compare ↗ |
| #8,030 | hackclub/hcb | Ruby | ★ 875 | Compare ↗ |
| #8,030 | Swatinem/rollup-plugin-dts | TypeScript | ★ 875 | Compare ↗ |
| #8,030 | pkgforge/soar | Rust | ★ 875 | Compare ↗ |
| #8,030 | feder-cr/invisible_playwright_mcp | Python | ★ 875 | Compare ↗ |
| #8,036 | bacalhau-project/bacalhau This Project | Go | ★ 874 | |
| #8,036 | rust-lang/socket2 | Rust | ★ 874 | Compare ↗ |
| #8,036 | Shopify/tapioca | Ruby | ★ 874 | Compare ↗ |
| #8,036 | edalzell/laravel-passwordless-login | PHP | ★ 874 | Compare ↗ |
| #8,036 | VibeTensor/attestix | Python | ★ 874 | Compare ↗ |
| #8,036 | nftechie/stonkfly | Python | ★ 874 | Compare ↗ |
Frequently Asked Questions
What does bacalhau do? +
Community-driven, simple, yet powerful framework for fast, cost-effective distributed Compute over Data.
Is bacalhau actively maintained in 2026? +
Yes, bacalhau is actively maintained. The latest code push was recorded on Oct 21, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 874 stars and 5 open issues.
What language is bacalhau written in? +
The primary language is Go. Topics include: ai-art, ai-data-collection, ai-pipeline, batch-processing, bioinformatics-pipeline.
How many stars does bacalhau have? +
bacalhau has 874 stars and 105 forks on GitHub.
How does bacalhau rank among GitHub repositories? +
With 874 stars, bacalhau-project/bacalhau is ranked #8,036 globally across all repositories tracked on GitHubRepo and #923 among Go projects.
What license is bacalhau distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
