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lecodev-26/README.md

๐ŸŒฑ Open Source Contributions

Merged Pull Requests

AI INFRASTRUCTURE ยท BACKEND ยท SYSTEMS



ย 






๐Ÿ‘พ Hey, I'm lecodev

I build the infrastructure that keeps AI systems running when things go wrong.

LLM providers fail. Requests get rate-limited. Latency spikes. Models become unavailable.

That's the layer I'm interested in.

I build systems around AI that handle failure instead of pretending it doesn't exist:

  • โšก Intelligent gateways and provider routing
  • ๐Ÿ›ก๏ธ Automatic failover and resilience
  • ๐Ÿšฆ Rate limiting, retries and circuit breakers
  • ๐Ÿ“ฆ Response caching and streaming
  • ๐Ÿ“Š Observability and infrastructure metrics
  • ๐Ÿค– Experiments with agents and local AI
  • ๐Ÿง  Low-level machine learning from scratch

If it breaks, I build a layer around it.

Currently focused on AI Infrastructure, LLM Routing, Resilience Engineering, and Agent Systems.

Bug manufacturer ๐Ÿ› ยท Professional bug exterminator ๐Ÿ”จ ยท Occasional Rust compiler argument loser ๐Ÿฆ€


โš™๏ธ What I Work With

Languages
Go ยท Rust ยท Python ยท C ยท JavaScript

AI / LLM
LLM Gateways ยท AI Agents ยท Embeddings ยท Semantic Search ยท LLM Streaming

Infrastructure
Docker ยท Linux ยท Prometheus ยท OpenTelemetry ยท Redis ยท REST APIs

Exploring
Distributed Systems ยท Provider Routing ยท Circuit Breakers ยท Observability ยท Local AI


๐Ÿš€ Featured Projects

๐Ÿ›ก๏ธ SentinelFlow

AI Gateway ยท Failover ยท Resilience

An intelligent proxy designed to sit between AI applications and model providers.

It handles provider failover, smart routing, rate limiting, caching and observability.

Stack: Go HTTP Prometheus YAML OpenAI-compatible APIs

  • ๐Ÿ”„ Provider failover
  • ๐ŸŽฏ Smart routing
  • ๐Ÿšฆ Rate limiting
  • ๐Ÿ’พ Response caching
  • ๐Ÿ“ก Prometheus metrics
  • ๐Ÿ“Š Live dashboard
  • ๐Ÿ” Retry policies
  • ๐Ÿฅ Health checks

๐Ÿง  Cerebro Zero

Neural Networks ยท From Scratch ยท Android

An experiment focused on understanding AI from the inside instead of hiding everything behind frameworks.

Built from an Android phone using Python + NumPy + Termux.

No PyTorch. No TensorFlow. No shortcuts.

Stack: Python NumPy Android Termux

  • ๐Ÿงฎ Neural networks from scratch
  • ๐Ÿ‘๏ธ Vision experiments
  • ๐Ÿง  Memory systems
  • ๐ŸŽ™๏ธ Voice experiments
  • ๐Ÿค– Agent experiments
  • โš™๏ธ Optimization and training

๐Ÿ” Semcode Search

Semantic Code Search ยท Local AI Embeddings

A code search engine focused on meaning instead of keywords.

Search for what the code does, not just what the code is called.

Stack: Rust AI Embeddings Semantic Search


๐ŸŒฉ๏ธ Nuvora

Experimental Python Project

A project currently under development.

Status: STEALTH


โšก Omega

Low-Level Systems ยท C

A low-level C project focused on keeping things simple, raw and fast.

Because sometimes Go is just too high-level.

Stack: C Systems Programming Low Level


๐Ÿ”ง AXIOMSYSTEMS2

Rust ยท Systems Engineering

A Rust systems project under Axiom Systems Tech.

Stack: Rust Systems Engineering


๐Ÿ”ฌ Currently Building

Project Focus Status
๐Ÿ›ก๏ธ SentinelFlow AI gateways ยท failover ยท routing ๐ŸŸข Active
๐Ÿง  Cerebro Zero Neural networks ยท agents ยท AI from scratch ๐ŸŸก Experimental
๐Ÿ” Semcode Search Semantic code intelligence ๐ŸŸก Building
๐ŸŒฉ๏ธ Nuvora Python project ๐Ÿ”’ Stealth

๐Ÿ“Š GitHub


Go ยท Rust ยท Python ยท C


๐Ÿ Contribution Snake

GitHub contribution snake

๐Ÿงญ What I'm Interested In

AI Infrastructure
โ”‚
โ”œโ”€โ”€ LLM Gateways
โ”œโ”€โ”€ Provider Failover
โ”œโ”€โ”€ Smart Routing
โ”œโ”€โ”€ Rate Limiting
โ”œโ”€โ”€ Caching
โ”œโ”€โ”€ Observability
โ”‚
โ””โ”€โ”€ Agent Systems
    โ”œโ”€โ”€ Tool Use
    โ”œโ”€โ”€ Memory
    โ”œโ”€โ”€ Reasoning
    โ””โ”€โ”€ Reliability

๐Ÿ’ฌ The Rule

"Make it work, make it right, make it fast โ€” in that order."


๐Ÿค Let's Build Something

I'm open to collaborations around:

AI infrastructure ยท LLM tooling ยท backend systems ยท resilience engineering ยท low-level experiments

If you're building something that needs to survive production โ€” or something that simply refuses to work at 3am โ€” I'm probably interested.

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โญ From lecodev

Pinned Loading

  1. sentinelflow sentinelflow Public

    Proxy inteligente con failover automรกtico para APIs de IA (OpenAI, Anthropic, Llama). Incluye dashboard en tiempo real, rate limiting, smart routing y mรฉtricas Prometheus.

    Go

  2. axiom-systemstech/AXIOMSYSTEMS2 axiom-systemstech/AXIOMSYSTEMS2 Public

    Rust

  3. cerebro-zero cerebro-zero Public

    ๐Ÿง  Cerebro Zero - IA desde cero en Termux Redes neuronales, visiรณn, memoria, voz y herramientas. Todo construido desde cero en un mรณvil Android con Python y NumPy. Sin frameworks. Sin trampas. Solo โ€ฆ

    Python

  4. semcode-search semcode-search Public

    ๐Ÿ” Semantic code search engine with local AI embeddings

    Rust