CurioxityLabs:
Deciphering the Future Stack

From Post-Quantum Resiliency to Kernel-Level Intelligence

POST_QUANTUM
RUST_eBPF
5G_CORE

Our Projects

Building the tools and infrastructure for the next generation of secure, observable, and intelligent systems.

PromptRacer

AI_RACING

AI-powered prompt engineering and optimization platform. Race to find the most effective prompts through competitive benchmarking and intelligent iteration.

LLM Prompt Engineering Benchmarking Optimization
🏎ïļ
RACING
10K+
PROMPTS_TESTED
47%
AVG_IMPROVEMENT
AI
POWERED
LIVE
STATUS

5G Core

NETWORK_ACTIVE

Next-generation 5G core network implementation. High-performance, cloud-native architecture designed for edge computing and ultra-low latency applications.

5G Telecom Cloud-Native Edge Computing
<5ms
LATENCY
10Gbps
THROUGHPUT

Rust eBPF Tools

KERNEL_HOOKED

High-performance eBPF tooling written in Rust. Kernel-level observability, packet processing, and system tracing with memory safety guarantees.

Rust eBPF Linux Kernel Observability XDP
<0.1%
OVERHEAD
50+
PROBES

CipherTrace

CRYPTO_SCANNING

Cryptographic Bill of Materials (CBOM) generation using eBPF. Real-time detection and inventory of cryptographic operations across your infrastructure.

CBOM eBPF Cryptography Security Audit Compliance
200+
ALGORITHMS
Real-time
DETECTION

PQ Traffic Tester

PQ_TESTING

Post-Quantum cryptography traffic analysis and testing suite. Validate PQC implementations, measure performance impact, and ensure quantum-resistant security.

8+
PQC_SCHEMES
95%
TEST_COVERAGE
Post-Quantum CRYSTALS-Kyber TLS 1.3 Performance

Dev Feed

Project updates, releases, and development notes from CurioxityLabs.

curioxity@lab ~/projects
$ tail -f /var/log/curioxity/research.log
--- Streaming research feed ---
[2026-01-29 14:32:00] ✓ OK ðŸ’ŧ
PromptRacer v2.1 Released
New benchmark suite with GPT-4o and Claude 3.5 support
PromptRacer Release
[2026-01-28 09:15:00] ✓ OK ðŸ’ŧ
Rust eBPF: XDP Packet Filter v2.3
Optimized zero-copy packet processing pipeline with 0.8Ξs latency
Rust eBPF XDP
[2026-01-27 16:45:00] ✓ OK 📊
CipherTrace: CBOM Generation Complete
Detected 847 cryptographic operations across test infrastructure
CipherTrace CBOM
[2026-01-26 11:20:00] ⚠ WIP 🔎
5G Core: UPF Performance Testing
User Plane Function achieving 8.2Gbps, targeting 10Gbps
5G Core Performance
[2026-01-25 08:00:00] ✓ OK 📊
PQ Traffic Tester: Kyber-1024 Benchmarks
Measured 2.3ms handshake overhead with hybrid TLS 1.3
PQ Tester Kyber
[2026-01-24 14:10:00] ✓ OK ðŸ’ŧ
CipherTrace: New Algorithm Detection
Added support for SPHINCS+ and Dilithium signature detection
CipherTrace PQC
$
ENTRIES: 6 | CPU_OPTIMIZED: TRUE
BUFFER: 8KB

The Team

The curious minds behind CurioxityLabs.

TM1

Team Member 1

CO-FOUNDER_&_ENGINEER

Systems engineer focused on kernel-level observability and post-quantum cryptography. Building tools for the next generation of secure infrastructure.

eBPF Rust PQC Systems
TM2

Team Member 2

CO-FOUNDER_&_ENGINEER

Full-stack engineer passionate about 5G networks, AI systems, and building developer tools that push the boundaries of what's possible.

5G Core AI/ML Infrastructure

The Curious Approach

CurioxityLabs builds open-source tools for the next generation of secure, observable, and intelligent infrastructure.

Our projects span PromptRacer for AI prompt optimization, a cloud-native 5G Core, high-performance Rust eBPF tools, CipherTrace for cryptographic inventory, and PQ Traffic Tester for post-quantum validation.

Our philosophy: deep curiosity meets rigorous engineering. Every line of code is crafted with the precision of a systems engineer and the wonder of an explorer.

5
Active Projects
Rust
Primary Language
OSS
Open Source
∞
Curiosity Level