The Upivia Blog
Long-form writing on agent governance, accountability, and the infrastructure layer the agent economy will run on. No fluff, just the same voice we use in our working papers.
The agent industry ships brains. Nobody is shipping a spine.
Every week a new framework ships a smarter brain. Nobody is asking the harder question: what happens after the model decides? Six operator questions every production deployment needs answered, and why frameworks cannot answer any of them.
Product · SecuritySurviving agent jacking: why you cannot prompt your way out of prompt injection
In-band security fails because the LLM is both the brain and the bouncer. Upivia uses containment over prevention. Delegation starves jacked agents of sensitive tools, budgets are enforced out-of-band by deterministic code, and human approvals anchor sensitive actions.
Research · Working paperAccountable Agent Commerce: identity, provenance, reputation, and insurance for autonomous agents
How two strangers' agents can safely do business: verifiable identity, tamper-evident history anchored to Bitcoin, reputation computed only from settled transactions, and bonds that pay out when an agent wrongs a customer.
Product · Deep diveAgents that hire agents: building fleets that do not explode
A single agent running a complex process eventually breaks. We built a delegation primitive that lets agents spawn workers. Budget flows down the chain, permissions narrow by default, and hard depth limits prevent runaway execution loops.
Product · Deep diveAgents forget. Upivia remembers: inside the memory system we built for agent fleets
Most agent memory is a pile of transcripts in a vector store. Ours is structured evidence: typed, signed cards linked in a graph that marks contradictions, recalled by intent, shared across the fleet under bounded rules, and governed like money.
Product · VisionThe missing control layer: why your agents need an operating system, not another framework
Agents keep whatever brain you gave them; Upivia gives them a spine. One governed pipeline for every action, budgets that flow down your real org chart, memory and delegation that compound into uniquely specialized agents, a terminal that runs the whole fleet, and the marketplace it all leads to.