For AI software agents
Oversight that works around the agent, not inside it.
An agent that plans, writes, and repairs the work will also tell you it is finished. Vraelis stays outside that loop: it observes the work an agent produces, challenges what it cannot prove, and decides independently whether the guarantee still holds.
What Vraelis works from
Observable work, not private reasoning.
Vraelis is honest about what it can see, and about when. It does not watch an agent work. It waits until the work is claimed complete, then judges the running software against a standard a person approved, from the evidence that software leaves behind.
- The outcome a person approved, held outside the agent
- The claim that the work is finished
- The deployment that claim was made about
- The exact deployment a run was pinned to, so a decision never drifts onto a newer build
- Execution evidence from the running software in a real browser
- The state the software is left in, re-checked across a fresh session
- Watch an agent while it works
- Read a submitted plan, a diff, or a tool call
- Read an agent's private chain of thought
- Trust a claim because it sounds confident
- Treat a passing self-test as independent proof
Deeper, continuous oversight that runs alongside the agent as it reasons is on the roadmap, marked as Direction, not described as live.
From guarantee to decision
For every move the agent makes, Vraelis has a response.
Two lanes, one record. The agent does the work. Vraelis stays alongside it, turning each step into something observed, challenged, or decided.
Challenge, live today
A claim is not proof. Vraelis makes the agent earn it.
When an agent says the work is done, Vraelis holds the requirement outside the code and drives the running software in a real browser to see what actually happens. When evidence and confidence disagree, evidence wins.
“Checkout works. A paid customer gets Pro access.”
Direction, not built
Direction
Some decisions should never be an agent's to make alone.
None of this exists yet. Today Vraelis approves or refuses a plan as a whole, and nothing inside it is singled out for its own hold. The direction is to raise exactly these moments to a person before they ship, not everything and not nothing.
Changing what existing customers are charged
Today, a plan is approved or refused as a whole, and nothing inside it is held back on its own.
Deleting or exporting production data
Today, an irreversible action inside an approved plan runs the same as any other step.
Granting broad access or API scope
Today, a scope change is not treated differently from the rest of the plan.
Shipping an irreversible migration
Today, nothing inside an approved plan is held back on its own.
Findings, repair, completion
Failure is not the end of the record. It is part of it.
When work misses the requirement, Vraelis records a structured finding and writes the repair as a prompt a coding agent can act on. Start the rerun and the fix is judged against the same standard, as its own record. Completion is accepted only when the standard passes.
A contradiction, missing evidence, or an unsafe assumption becomes a recorded finding against the guarantee.
The finding comes back as a prompt written for a coding agent, not a vague complaint about what went wrong. Pasting it into the agent is your move, not an automatic handoff.
Start the rerun and the repair is judged against the same standard, as its own record. A later result never overwrites an earlier one, and nothing re-verifies on its own.
Where the work lands
Vraelis meets agent work where it already happens.
Oversight reaches an agent through the surfaces its work already flows through. Running deeper and continuously inside the agent itself is the direction, not a claim about today.
GitHub and Vercel are here as deployments a verification is pointed at, not as event feeds Vraelis subscribes to. The CLI runs today and stops where a plan still needs a person to approve it.
Continuous, in-agent oversight and reading of live agent activity are being built. We will describe them as live only when they are.
Let agents do more of the work. Keep the judgment independent.
Vraelis checks the software an agent produces against the guarantee it was given, without ever having to take the agent’s word for it.