You can’t verify
what the agents built.
Agent speed, engineering evidence.
Nine in ten engineers now use AI to write software. Fewer than a third trust what it hands back. That gap isn’t a model problem and no amount of prompt tuning closes it — it is a verification problem, and verification is a system you either have or don’t.
ASE ships the run record with the work. Same run, same hash, every time.
Trust collapsed into vibes, and vibes don’t survive a question.
The failure isn’t that agents write bad code. It’s that nothing in the pipeline can tell you which parts are good.
The diff outgrew the reviewer.
A constellation produces more change in an afternoon than a senior engineer reads in a week. Approval degrades into scrolling, and scrolling degrades into trust.
“It works” is not a verdict.
Green CI means the tests that exist passed. It says nothing about whether the agent implemented the requirement, took an undocumented shortcut, or quietly weakened the assertion that would have caught it.
Screenshots, scrollback, and memory.
When someone asks what the agents actually did, teams reconstruct it from a terminal buffer and a chat thread. Reconstruction is not evidence. It does not survive an auditor, a customer, or a post-incident review.
Verification as a first-class part of the run.
ASE doesn’t ask you to trust the agents more. It makes their output falsifiable, and records what happened when someone tried.
Agents assert. Independent reviewers try to break it.
Every work item carries explicit claims about what was built and why it satisfies the criteria. A separate reviewing role — different agent, different context — attempts to refute them. The verdict is recorded either way, and a refuted claim blocks the gate instead of being argued away in a comment thread.
Work doesn’t advance because it looks finished.
Acceptance gates are defined before the run starts and enforced at runtime by CLAiR. Merges, applies, and releases wait behind them. Nothing about an agent’s confidence changes whether a gate opens.
A chain-hashed record, not a best-effort log.
Decisions, model invocations, claims, verdicts, approvals, and exceptions land in a tamper-evident trail stored in CLAiR Graph powered by BogDB. Alter a link and the chain says so.
An export, in a format your reader accepts.
The evidence bundle leaves ASE as JSON, CSV, HTML, or PDF — something you can hand to a customer, an assessor, or the engineer who inherits this code in two years.
What verification looks like inside a run.
Four moments. All of them recorded, none of them reconstructed afterward.
Claims are stated up front
Work is decomposed into items whose acceptance criteria exist before an agent touches the repository. The claim is the contract.
An independent agent attempts refutation
The reviewing role reads the change against the criteria and the code-intelligence graph, and tries to prove the claim false rather than agree with it.
The gate rules on the evidence
Confirmed claims open the gate. Refuted claims route to remediation inside the same run — one attempt, start to finish, not a new ticket.
The record closes with the work
Verdicts, models, timings, approvals, and exceptions are sealed into the run record and exported on demand.
Proof, not paraphrase.
Every artifact below is produced by the system as the run happens. Nobody writes it afterward, and nobody can quietly improve it later.
- Run record — a chain-hashed timeline of every decision, agent, model, and approval in the run.
- Claim ledger — what each agent asserted, who reviewed it, and whether the assertion survived.
- Gate history — which gates opened, which held, and the evidence each ruling stood on.
- Exception justifications — every override, who authorized it, and the reason captured at the moment it was made.
- Evidence bundle — a portable export for auditors, customers, or your own future self.
- Honest failures — a run that completes with failed gates is reported as failed. An accurate FAIL is the product working.
This one rarely shows up alone.
Bring a repository. Leave with a run record.
Thirty minutes, your code, a governed constellation, and the evidence bundle at the end. No deck.
Elevate Your Vibe with ASE Precision.