Case studies
Blockchain
Case studies
Blockchain

Confidential DEX Protocol
(NDA)

Product type:DEX / AMM protocol
System state:Live system (public liquidity, immutable contracts)
01

Launch context

At the moment architectural decisions were made, the system was preparing for deployment as a public decentralized exchange:
Smart contracts were intended for immediate public release,
Liquidity was external and permissionless,
The system would enter an environment dominated by arbitrage, MEV, and adversarial transaction ordering.
Several decisions had to be finalized before deployment, because once liquidity was live:
Changes would require migration,
Or administrative intervention that would undermine protocol neutrality.
02

Core risk

Primary risk

A DEX with open liquidity is economically exploitable from the first block after launch, even when contracts are formally correct.

Secondary effects

Economic attacks appear as valid trades,
MEV cannot be patched post-deployment,
Emergency intervention compromises trust.
This risk was systemic, not technical.
03

Decisions

Early decisions

Architecture was designed under adversarial market assumptions.
Core contracts were treated as immutable after deployment.
Priority was given to predictability and resilience over short-term volume.
Explicitly rejected:
post-launch tuning and complex dynamic parameters.

Locked constraints

After the system went live, the following constraints became permanent:
No manual pool control,
Limited administrative authority,
No economic adjustments without redeployment.
These constraints were accepted as the cost of neutrality.

Validation

Threat and failure mode mapping before irreversible steps.
Test strategy focused on abuse paths and operational correctness.
Review gates before deployment and before any privilege changes.
04

Outcome

What stabilized

Pools operate without emergency pauses or migrations.
AMM behavior follows pre-modeled scenarios.
No post-launch intervention was required.
The outcome is stability, not acceleration.

What Remained Risky

MEV remains unavoidable.
Liquidity growth depends on market behavior.
The protocol is not optimized for short-term metrics.
These risks were accepted, not removed.
05

Ownership

What we owned
  • DEX / AMM contract architecture
  • Constraint model and refusal of post-launch control
  • Irreversible architectural decisions
What the Client Owned
  • Liquidity strategy
  • Public communication
  • Market outcomes after launch
share to:
Review your architecture before launch
Review your architecture before launch
Confidential DEX Case Study | Architecture Under Live Market Risk