Archive

Side projects that don't live on the home page but are worth a look. Grouped by primary language. Featured work is on the home page.

Rust · 6

ferrum-mcp
Workspace-scoped file, test, git, and optional crypto/DeFi/memory tools for AI agents over stdio or HTTP.
RustRepo
synapse
Neo4j-inspired Rust property graph DB so agents can record, recall, and reuse the steps they take toward a goal.
RustRepo
ferrum-relay
HTTP clients offload fetch/compute jobs, get a job ID, poll for results. Tokio + axum, backpressure built in.
RustRepo
tokengate
Per-API-key usage tracking, rate limits, exact-decimal invoices computed in parallel.
RustRepo
ferrum-core
Unified FaError/FaResult, fixed-schema JSON logging, OTel span export with #[instrument_fa]. v1.0.0 on crates.io.
RustRepo
SVM L2 Optimistic Rollup
Off-chain execution via TransactionBatchProcessor, Solana L1 settlement, Celestia (mocked) DA.
RustRepo

ferrum-agent
Planning, execution, review, memory, and human approval in one FastAPI + LangGraph control plane.
PythonRepo
forge-agent
TDD task loops with replay and dream consolidation for the Ferrum Platform.
PythonRepo
ferrum-memory
FastAPI memory layer: working memory, hybrid retrieval, prioritized experience replay.
PythonRepo
ferrum-evals
Correctness, safety, trajectory quality, BWT/FWT continual-learning metrics.
PythonRepo
taste-memory
User profiles, versioned prompt assets, episodic interaction memory for agents.
PythonRepo
PersonalKB
Hybrid retrieval over personal technical libraries: Ollama + BM42 sparse + Qdrant RRF. Zero API cost.
PythonRepo
forge-core
Shared tools, schemas, guardrails, Docker sandbox, eval harness across LangGraph, OpenAI Agents SDK, CrewAI, ADK, Strands.
PythonRepo

Continual Intelligence
How RL, continual learning, world models, and plasticity repair are building the next generation of AI systems.
ResearchRepo