daseinlabs/parsec
Agent runtime optimization with Small Language Models
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,145
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +18 | +10 | +90 |
| Per day | 3 | 1 | 1 |
| Forks gained | +2 | +3 | +10 |
parsec gained 10 stars in the last 30 days, about 1 a day, and now has 129. It is about 1 year old and has averaged roughly 129 stars a year. It ranks #1,145 among Rust repositories and #12,683 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#969
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
parsec has maintained a continuous presence across global trending indexes, peaking at #969. Below is the 30-day activity profile:
💡 Overview
parsec is an open-source project written in Rust: Agent runtime optimization with Small Language Models.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Rust. 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 Rust 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
$ cargo install parsec⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
parsec coordinates its core functionality through a modular Rust 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
Production System Integration
Embed parsec into Rust backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install parsec using your package manager: `cargo install parsec`
Initialize your project workspace or configuration file for parsec.
Import parsec into your codebase or invoke it directly from your terminal.
Execute your test suite or run `parsec --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
daseinlabs/parsec is currently ranked #12,683 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,649 | webstonehq/seaquel | Rust | ★ 130 | Compare ↗ |
| #12,649 | Ovid/paad | Python | ★ 130 | Compare ↗ |
| #12,649 | Senpi-ai/senpi-skills | Python | ★ 130 | Compare ↗ |
| #12,649 | datafusion-contrib/StreamFusion | Java | ★ 130 | Compare ↗ |
| #12,649 | Open-Historia/open-historia | JavaScript | ★ 130 | Compare ↗ |
| #12,683 | daseinlabs/parsec This Project | Rust | ★ 129 | |
| #12,683 | pdcgomes/redlamp | Swift | ★ 129 | Compare ↗ |
| #12,683 | urosidoki/htn_planner | C++ | ★ 129 | Compare ↗ |
| #12,683 | majidmanzarpour/blender-game-skills | Python | ★ 129 | Compare ↗ |
| #12,683 | fallow-rs/fallow-skills | JavaScript | ★ 129 | Compare ↗ |
| #12,683 | peej/phpdoctor | PHP | ★ 129 | Compare ↗ |
Frequently Asked Questions
What does parsec do? +
Agent runtime optimization with Small Language Models
What language is parsec written in? +
The primary language is Rust. Topics include: software.
Is parsec actively maintained? +
Yes, the last recorded push was on Oct 6, 2026 with 21 open issues being tracked.
How many stars does parsec have? +
parsec has 129 stars and 44 forks on GitHub.
How does parsec rank among GitHub repositories? +
With 129 stars, daseinlabs/parsec is ranked #12,683 globally across all repositories tracked on GitHubRepo and #1,145 among Rust projects.
What license is parsec distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
