- Liquidity drained through trades that follow rules
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Audit Does Not Cover Economic Safety
Smart contract audits verify that code behaves as specified. They do not evaluate whether the system remains safe under real incentives and adversarial conditions.
Many failures happen in systems that passed audits without critical findings.
What Audits Are Designed to Verify
Audits are effective at reducing uncertainty in implementation.
They review correctness against a specification and common vulnerability classes.
Coverage examples
⌵Access control and permission logic
⌵Known vulnerability patterns
⌵Critical path correctness under expected scenarios
⌵Implementation consistency with documented intent
What Audits Typically Do Not Model
Economic safety depends on incentives, liquidity behavior, and dependency stress.
These are rarely modeled as part of standard audit work.
Unmodeled areas
•Incentives that reward extraction before usage exists
•Liquidity fragility under coordinated pressure
•MEV and adversarial ordering effects
•Vesting unlock dynamics as stress events
•Cross protocol dependencies and cascading failure paths
When the System Fails Without a Bug
A protocol can behave exactly as implemented and still lose stability.
If exploitation is economically rational and contract paths allow it, the outcome is destructive without being "incorrect."
Examples of economically valid loss
- Oracle manipulation within expected parameter windows
- Governance capture via token concentration
- Reward farming that extracts value without supporting usage
Economic Exposure Is Part of the Attack Surface
Attack surface is not only code paths. It includes market behaviors enabled by design.
If exit is easier than contribution, extraction becomes the default equilibrium.
Exposure areas
•Early liquidity access and withdrawal behavior
•Emission schedules and reward timing
•Permission boundaries and admin actions
•Dependency exposure (oracles, bridges, relayers, CEX workflows)
•Upgradeability and intervention constraints
Why Audit Completion Creates a False Signal
Teams often treat "audit done" as readiness.
This shifts attention away from unresolved risks that become dominant after launch.
Common outcomes
•Incident response roles remain undefined
•Intervention rights are unclear or politically constrained
•Monitoring and escalation are added late
•Dependency assumptions stay implicit
•Token launch decisions proceed without stress modeling
Questions That Go Beyond Audit Reports
Teams benefit from clarifying decision boundaries that audits do not cover.
⌵Which economic behaviors are acceptable under stress
⌵Who can intervene, under which triggers, and with which limits
⌵What changes remain possible once contracts are live
⌵How dependencies behave during volatility or degraded states
⌵Which risks are accepted and will not be "fixed" under pressure
Where Teams Usually Look Next
Once the audit gap is understood, teams typically validate system level security and responsibility boundaries before launch critical commitments.