Aloy Sathekge / Work archive
All projectsApplied AI systems,
open-source tools, and
product experiments.
A working archive of systems, products, and experiments built by Aloy Sathekge.
Selected workPori
Open-source agent framework
A structured agent framework for building workflows with planning, reflection, evaluation, and human approval gates.
- Outcome
- Open-source agent framework with human-in-the-loop gates, multi-agent routing, and ~200 lines of LLM wrappers replacing LangChain.
- Role
- Founder & Engineer
- Stack
- Python, FastAPI, Anthropic, OpenAI, Pydantic
- Status
- Active
AuditRAG
Production RAG system
A complete retrieval system covering ingestion, hybrid search, cited answers, evaluation, and operational observability.
- Outcome
- Hybrid search (dense + sparse + RRF), auto-generated eval datasets, and per-query latency/cost observability.
- Role
- Founder & Engineer
- Stack
- Python, FastAPI, Qdrant, PostgreSQL, React
- Status
- Shipped
NewPaper
Product platform
A modular platform for managing people, time, and work across web and mobile products.
- Outcome
- Shipped Android + iOS apps and the Node.js API powering the full modular project-management suite.
- Role
- Product Engineer
- Stack
- TypeScript, React Native, Kotlin, Swift, Node.js
- Status
- Shipped
