01
Captures a structured event
Connected runtimes can send attempted, executed, failed, blocked, gated, or rolled-back actions. Permission checks can also mirror their decisions into the same action history.
Searchable action history
Know what every connected agent attempted and why.
VibeLint turns agent events into a searchable audit trail with identity, tool, action, status, risk, permission and approval context, timing, and redacted payload metadata.
VibeLint decision trace
agentrelease-agent · session_7f2a
actiondatabase.run_migration
statusfailed after 12.4s
risk86 critical · production target · no rollback
evidenceinput and output stored with sensitive values redacted
6
action statuses
0–100
recorded risk score
Redacted
sensitive context
What it does
How agent logs works
Agent logs preserve structured evidence around agent behavior. They make it possible to reconstruct an action, investigate a failure, review a policy decision, and understand the operational impact without relying on a terminal transcript.
02
Adds security context
VibeLint records the named agent, environment, tool, action, status, session and trace references, risk score and reasons, permission decision, approval state, duration, and rollback information when provided.
03
Makes history reviewable
The dashboard lets teams search and filter action history, open event details, connect a log to its policy decision, and inspect redacted input, output, and metadata.
Example: investigate a failed production job
Reconstruct the action without guesswork
A deployment agent fails after a database change. The log shows which agent acted, the production target, the risk factors, the policy result, the duration, and whether a rollback reference was supplied.
VibeLint decision trace
agentrelease-agent · session_7f2a
actiondatabase.run_migration
statusfailed after 12.4s
risk86 critical · production target · no rollback
evidenceinput and output stored with sensitive values redacted
Example use cases
Where agent logs fits
Incident review
Rebuild the sequence of events
Trace the agent, session, tool, decision, approval state, result, and timestamp when an automation causes an unexpected change.
Move from scattered transcripts to structured evidence.
Governance
Review how policies behave
See which actions were allowed, blocked, or gated and connect each event to the policy and rule that influenced the decision.
Tune controls using actual agent behavior instead of guesses.
Operations
Debug reliability and rollback gaps
Use duration, failure status, risk reasons, affected context, and rollback references to investigate fragile workflows.
Find recurring failures and missing recovery paths sooner.
Logs only know what connected runtimes report
VibeLint cannot reconstruct events an agent never sends. Common secret fields and token patterns are masked, but teams should still send only the minimum context they intend to retain and avoid placing raw source or sensitive data in arbitrary fields.
One connected security loop
Connect agent logs to the rest of VibeLint.
Code checks, permission decisions, approvals, and action evidence work best together—before, during, and after an agent action.