tiammomo

Hello, I'm Tiammomo

I'm an engineer working on agent algorithms and the systems around them. My current work focuses on how agents plan and split work, choose tools and models, retrieve useful memory, coordinate with other agents, and learn from execution traces.

I care about the unglamorous parts too: evaluation, durable state, recovery, observability, and safety boundaries. A useful agent should be able to explain what it did and recover when something goes wrong.

Agent work

Planning and orchestration

I decompose long tasks, route tools and models, and coordinate specialized agents.

Python · structured outputs · tool protocols

Learning from runs

I turn execution trajectories into reusable skills and memory, then retrieve them with ranking, clustering, and vector search.

RAG · Milvus · PostgreSQL · Redis

Evaluation and runtime

I replay failures, enforce deterministic contracts, profile hot paths, and keep interrupted runs resumable.

Python · Rust · Docker · Prometheus

Product surfaces

I expose agent state, evidence, and evaluation results in workflows people can inspect and control.

TypeScript · React · Next.js · FastAPI

Open-source work

In 2026, I've landed 63+ pull requests in repositories I don't own. Recent work covers runtime contracts, durable state, performance, CI, provider integrations, and desktop/mobile reliability.