tot-agent
tot-agent is an open-source, inspectable memory engine agent that learns locations through observation and correction. It is designed for AI researchers and developers building autonomous agents that require adaptable, correctable memory and perception capabilities.
Overview
5 featurestot-agent sits in PulseGate's Memory & skills category. It focuses on providing an inspectable, correctable memory engine for agents to learn and adapt to locations. It is built as an open-source project for AI researchers and agent developers. The project is open source (Apache-2.0). It runs on the web and the command line, and it can be self-hosted.
ZSturman builds and maintains tot-agent, and it first shipped in 2026. Development happens publicly on GitHub with 12 commits in the last 90 days. Among its 5 catalogued features are memory engine, location learning, and observation-based correction.
Summary written by a language model from the project’s public pages.
- Memory engine
- Location learning
- Observation-based correction
- Inspectable state
- CLI interface
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about tot-agent
- What does tot-agent do?
- Tot-agent focuses on providing an inspectable, correctable memory engine for agents to learn and adapt to locations. It is catalogued under Memory & skills on PulseGate.
- Who is tot-agent for?
- tot-agent is an open-source project built for AI researchers and agent developers.
- Does tot-agent have a free plan?
- Yes — tot-agent is open source under the Apache-2.0 license and free to use.
- What platforms does tot-agent run on?
- tot-agent runs on the web and the command line. It can also be self-hosted.
- Is tot-agent still maintained?
- The GitHub repository shows 12 commits in the last 90 days.
- Who makes tot-agent?
- tot-agent is developed by ZSturman.
- How long has tot-agent been around?
- tot-agent first shipped in 2026.
- Is tot-agent open source?
- Yes — tot-agent is open source under the Apache-2.0 license, developed on GitHub.
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