i3T4AN / KADATH
Evolutionary multi-agent runtime that breeds, evaluates, and improves autonomous agents across reproducible epochs to converge on optimization of a goal.
Why this job: says: multi agent, autonomous agents, agent runtime; topics: agent-framework, multi-agent, multi-agent-systems, autonomous-agents, llm-agents, ai-agents, agents, agentic-ai
What it does
KADATH takes a goal and spends an ungodly number of model tokens evolving agents that are progressively better at achieving it. Over multiple generations, a population of agents attempts the goal, gets independently graded against a measurable benchmark, learns from the strongest performers, mutates, reproduces, and weeds out weak approaches. Instead of betting everything on one prompt or one agent, KADATH uses repeated competition and selection to produce the best agent it can for the user's intended outcome.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 16 days ago
- Stars
- 228
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 95% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 0 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 95%
- Shell 5%
- Perl <1%
- Dockerfile <1%
Topics
- agent-evaluation-tools
- agent-framework
- agent-swarms
- agentic-ai
- agents
- ai
- ai-agents
- autonomous-agents
- evolutionary-algorithms
- generative-ai
- genetic-algorithm
- llm
Project record
- JobAgent frameworks
- StatusListed
- Commits9
- Forks2
- Watching0
- Stars in 28 days0
- CreatedAug 8, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026