code Open Source

What I'm studying, building with, and contributing to.

Not a GitHub mirror — the repositories currently informing the lab's active projects, and why each one matters.

Queued to study
Python · MIT · 12,497 stars · +9,951/month

semantica-agi/semantica

Graph-native context, provenance, ontology, and accountable-AI layer for agents — the #1 repo out of the Sept 9 run.

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Queued to study
Python · AGPL-3.0 · 36,256 stars · +8,115/month

volcengine/OpenViking

A live context database unifying memory, RAG, and skills — a concrete agent-memory architecture to test against Semantica.

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Queued to study
JavaScript · MIT · 142 stars · 4 forks · created Sep 5, 2026

browser-use/browser-use-pi

Four days old and already worth dissecting: a minimal, evaluation-driven browser agent — small enough to fully understand.

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Queued to study
Python · MIT · 243,749 stars · 50,283 forks · +4,221/week · v0.21.1

NousResearch/hermes-agent

A mature reference for orchestration, delegation, MCP auth, and desktop/browser control — a benchmark baseline, not something to adopt wholesale.

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Queued to study
Python · Apache-2.0 · 103,727 stars · 19,953 forks · +506/day

TauricResearch/TradingAgents

Role-specialized multi-agent debate over financial data — direct overlap with agent-systems research, and linked to an arXiv paper.

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Queued to study
Python · MIT · 873 stars · 130 forks · v0.30.0

pydantic/pydantic-ai-harness

A compact, typed harness — a clean baseline for comparing ergonomics, correctness, and observability against heavier frameworks.

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