01 · Time-native by default
LAW-T, LAW-N, MindsEye and Kaggle ledgers all assume that when something happened is as important as what happened. Time is a first-class type, not just a timestamp column.
Experimental Temporal OS · Built by Peace Thabiwa
Perception redefined
through systems.
SageWorks AI is an experimental lab for LAW-N, MindsEye, N-SQL and LAW-T — treating data, time and networks as a living economy instead of static storage.
40+
GitHub repos
20+
MindsEye repos
30+
DEV articles
“Perception redefined through syntax.”
Mission
SageWorks AI explores what happens when you stop treating computation as isolated requests and start treating it as timelines — sequences of events, trades, notifications and signals that can be measured, replayed, and reasoned about.
02 · Networks as laws, not hacks
LAW-N treats routing as a legal system: who can send what to whom, under which temporal and contextual constraints — instead of random API wiring.
03 · Agents that actually remember
MindsEye gives agents a ledger-style memory architecture: perception becomes a stream you can query, not a JSON blob that disappears after one response.
04 · Data as a living economy
The long-term goal is an ecosystem where data moves, trades, scores and evolves — trading bots, ledgers, UIs, agents and SQL all plugged into one temporal fabric.
Core Ecosystem Components
LAW Network (LAW-N)
Time-labeled signal infrastructure for agents, devices and services. Every interaction is a routed, temporal signal with laws instead of ad-hoc glue.
MindsEye OS
Cognitive event processing & perception streams: inboxes, logs and ledgers treated as one continuous flow.
LAW-T & N-SQL
Time-native programming and network-aware SQL: flows, blocks and routes baked directly into the language layer.
Repository Map
Core repos grouped by layer. Everything is public by design so people can plug in at any level.
LAW-N & N-SQL
MindsEye · Google & Core
MindsEye · Binary, SQL & Devices
DEV Community Articles
Key posts documenting LAW-T, LAW-N, MindsEye and the Google AI Agents journey.
LAW-T · Time-native language
MindsEye & BinFlow
LAW-N & Agents Journey
More posts on dev.to/peacebinflow.
Kaggle · Binary Ledgers & UI Experiments
Kaggle is the proving ground for LAW-T & binary-ledger ideas: time-labeled datasets, entropy scores and dimensional UI experiments.
Notebooks
Datasets & Collections
Contact & Collaboration
For research, integration work, or ecosystem questions, reach out directly. The repos are public so the real question is: what do we build on top?
PT
Peace Thabiwa
Founder, SageWorks AI
📍 Maun, Botswana
🔬 Research partnerships
Temporal computing, network-native AI, perception OS.
🤝 Open-source collabs
Contribute to LAW-N, MindsEye, N-SQL or LAW-T.
🚀 Integration projects
Wire existing products into the temporal fabric.
🎤 Writing & speaking
Deep-dive content, talks, or workshops.