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takapi327
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takapi327/ldbc

ldbc (Lepus Database Connectivity) is a pure functional database connectivity layer for Scala 3. It provides a type-safe API with first-class support for multiple effect systems — Cats Effect 3, ZIO, and plain Future.

Scala ◇ cats-effect MIT
★110STARS
⑂6FORKS
!10ISSUES
🏆#25,366GLOBAL RANK
🔥21DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

ldbc is ldbc is an open-source project written in Scala: ldbc (Lepus Database Connectivity) is a pure functional database connectivity layer for Scala 3. It provides a type-safe API with first-class support for multiple effect systems — Cats Effect 3, ZIO, and plain Future..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), takapi327/ldbc has accumulated 110 GitHub stars and 6 forks. It is written in Scala, licensed under MIT, and ranks #25,366 globally. It is actively maintained with the latest commit recorded on Oct 18, 2026.”
Repository takapi327/ldbc ↗
Primary Category cats effect
Language & Stack Scala
Software License MIT
Community Traction ★ 110 stars · ⑂ 6 forks · #25,366 globally
Maintenance ● Active (Last commit: Oct 18, 2026) · 10 open issues
Target Audience Developers and engineering teams building with Scala, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 88/100 · Grade A
✅
Is ldbc actively maintained in 2026?
Verdict: Actively Maintained

Yes, ldbc is actively maintained. Continuous telemetry recorded the last code commit on Oct 18, 2026 (26 days ago). Supported by 110 stars and 6 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (26 days ago) and healthy issue cadence.

Commit Recency
Oct 18, 2026
26 days since last push
Issue Backlog
10 Open Issues
Healthy Issue Cadence
Community Backing
6 Forks
110 Stars Recorded
Software License
MIT
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for takapi327/ldbc
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#38

MOST-STARRED Scala

Window7 days30 days90 days
Stars gained+0+10+90
Per day111
Forks gained+0+3+10

ldbc gained 10 stars in the last 30 days, about 1 a day, and now has 110. It is about 4 years old and has averaged roughly 28 stars a year. It ranks #38 among Scala repositories and #25,366 across all languages on GitHubRepo.

Trending Record

ldbc has maintained a continuous presence across global trending indexes, peaking at #16271. Below is the 30-day activity profile:

💡 Overview

ldbc is an open-source project written in Scala: ldbc (Lepus Database Connectivity) is a pure functional database connectivity layer for Scala 3. It provides a type-safe API with first-class support for multiple effect systems — Cats Effect 3, ZIO, and plain Future.

Engineered for speed, consistency, and developer ease, it solves common hurdles in cats-effect, cats-effect-3, database. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Scala for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/takapi327/ldbc.git
cd ldbc

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Scala environment and standard tooling

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

ldbc coordinates its core functionality through a modular Scala 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

High-Throughput Storage

Persist and retrieve structured data records with minimal latency and high concurrency.

In-Memory Caching

Accelerate application response times by caching frequently queried database entities.

Analytical Queries

Run aggregate metrics and point lookups across large sets of records.

Distributed Replication

Synchronize state across multiple cluster nodes with strong consistency guarantees.

🚀 Getting Started

1

Install ldbc using your package manager: `git clone https://github.com/takapi327/ldbc.git`

2

Initialize your project workspace or configuration file for ldbc.

3

Import ldbc into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `ldbc --help` to verify successful setup.

👍 Strengths

Active community backing with 110 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Scala for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Scala and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Scala, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

takapi327/ldbc is currently ranked #25,366 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#25,268 usefulappmaker/Beeb-public Swift ★ 111 Compare ↗
#25,268 gojko/lights-on-software-factory JavaScript ★ 111 Compare ↗
#25,268 Valenced/valenced-manager Kotlin ★ 111 Compare ↗
#25,268 azlen/initialis JavaScript ★ 111 Compare ↗
#25,268 modem-dev/boxery JavaScript ★ 111 Compare ↗
#25,366 takapi327/ldbc This Project Scala ★ 110
#25,366 dan-manges/unit-record Ruby ★ 110 Compare ↗
#25,366 hinke/the-cloud-player JavaScript ★ 110 Compare ↗
#25,366 xmpppy/xmpppy Python ★ 110 Compare ↗
#25,366 creationix/jquery-haml JavaScript ★ 110 Compare ↗
#25,366 danielsdeleo/qusion Ruby ★ 110 Compare ↗
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Frequently Asked Questions

What does ldbc do? +

ldbc (Lepus Database Connectivity) is a pure functional database connectivity layer for Scala 3. It provides a type-safe API with first-class support for multiple effect systems — Cats Effect 3, ZIO, and plain Future.

Is ldbc actively maintained in 2026? +

Yes, ldbc is actively maintained. The latest code push was recorded on Oct 18, 2026 (26 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 110 stars and 10 open issues.

What language is ldbc written in? +

The primary language is Scala. Topics include: cats-effect, cats-effect-3, database, dotty, functional-programming.

How many stars does ldbc have? +

ldbc has 110 stars and 6 forks on GitHub.

How does ldbc rank among GitHub repositories? +

With 110 stars, takapi327/ldbc is ranked #25,366 globally across all repositories tracked on GitHubRepo and #38 among Scala projects.

What license is ldbc distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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