future-agi/traceAI
Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks
⚡ Executive Summary & Quick Facts
Authoritative SourcetraceAI is traceAI is an open-source project written in Python: Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks.. It provides a free, self-hosted open-source alternative to OpenAI API & ChatGPT.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), future-agi/traceAI has accumulated 266 GitHub stars and 56 forks. It is written in Python, licensed under Apache-2.0, and ranks #16,892 globally. It is actively maintained with the latest commit recorded on Nov 9, 2026.”
| Repository | future-agi/traceAI ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 266 stars · ⑂ 56 forks · #16,892 globally |
| Maintenance | ● Active (Last commit: Nov 9, 2026) · 151 open issues |
| Replaces SaaS | Open Source OpenAI API & ChatGPT Alternative (Pay-per-token pricing with zero private data guarantees) → |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, traceAI is actively maintained. Continuous telemetry recorded the last code commit on Nov 9, 2026 (4 days ago). Supported by 266 stars and 56 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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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,235
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
traceAI gained 10 stars in the last 30 days, about 1 a day, and now has 266. It is about 2 years old and has averaged roughly 133 stars a year. It ranks #2,235 among Python repositories and #16,892 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#17160
BEST RANK
Nov 9, 2026
FIRST APPEARANCE
Active
STATUS TODAY
traceAI has maintained a continuous presence across global trending indexes, peaking at #17160. Below is the 30-day activity profile:
💡 Overview
traceAI is an open-source project written in Python: Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, ai-agents, langchain. 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 Python 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
$ pip install traceAI⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
traceAI coordinates its core functionality through a modular Python 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 traceAI.
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 traceAI using your package manager: `pip install traceAI`
Initialize your project workspace or configuration file for traceAI.
Import traceAI into your codebase or invoke it directly from your terminal.
Execute your test suite or run `traceAI --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
future-agi/traceAI is currently ranked #16,892 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,863 | grapeot/opencode_ios_client | Swift | ★ 267 | Compare ↗ |
| #16,863 | alpha-omega-security/scrutineer | Go | ★ 267 | Compare ↗ |
| #16,863 | bluelearn-org/bluelearn | TypeScript | ★ 267 | Compare ↗ |
| #16,863 | Endless1936/cut-motion | JavaScript | ★ 267 | Compare ↗ |
| #16,863 | oomol-lab/open-flow | TypeScript | ★ 267 | Compare ↗ |
| #16,892 | future-agi/traceAI This Project | Python | ★ 266 | |
| #16,892 | pauldowman/ec2onrails | Ruby | ★ 266 | Compare ↗ |
| #16,892 | FasterXML/java-classmate | Java | ★ 266 | Compare ↗ |
| #16,892 | jbosstm/narayana | Java | ★ 266 | Compare ↗ |
| #16,892 | FasterXML/jackson-jr | Java | ★ 266 | Compare ↗ |
| #16,892 | rogerlinndesign/linnstrument-firmware | C++ | ★ 266 | Compare ↗ |
Frequently Asked Questions
What does traceAI do? +
Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks
Is traceAI actively maintained in 2026? +
Yes, traceAI is actively maintained. The latest code push was recorded on Nov 9, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 266 stars and 151 open issues.
What language is traceAI written in? +
The primary language is Python. Topics include: ai, ai-agents, langchain, large-language-models, observability.
How many stars does traceAI have? +
traceAI has 266 stars and 56 forks on GitHub.
How does traceAI rank among GitHub repositories? +
With 266 stars, future-agi/traceAI is ranked #16,892 globally across all repositories tracked on GitHubRepo and #2,235 among Python projects.
What license is traceAI distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
