A prepaid wallet for agent spend
Oxagen 5.5 prices each model call by size before it runs, pays from a monthly allowance and then a prepaid wallet, and holds new runs when the wallet is dry while started runs keep their rules.
· 5 min read
Research
What the research says about agents,
and how to govern them
Research notes on code graphs, AI agents, coding agents, self-improving models, self-evolving agents, and autonomous agents. Each note covers what the papers show, where the methods fail, and what it takes to govern the agents built on them.
Pillars
Research topics
Every post belongs to at least one pillar. Open a pillar to see all of its posts.
Code graphs
Why agents work better when facts are linked.
3 posts
AI agents
Models that take actions, and what makes them reliable.
11 posts
Coding agents
Agents that read, write, and fix code.
7 posts
Self-improving models
Models that train on their own output.
2 posts
Self-evolving agents
Agents that change their own skills and code.
2 posts
Autonomous agents
Agents that work for days without a person watching.
8 posts
Product Releases
What shipped in each Oxagen release and why.
8 postsLatest
