SYSTEM_INTEGRITY
Deterministic Safety Framework
AI agents must never hallucinate execution paths or corrupt corporate states. We wrap probabilistic base models inside strict, compiler-level state-machine check loops to achieve zero-error database state guarantees.
Execution Loop Visualizer
Toggle modes to compare unstructured vs compiled agent flows
1. Candidate Engine
2. Schema & State Check
Enforces Pydantic & finite graph parameters.
Target Database
Verification Loop Awaiting
Core Architectural Safeguards
Pydantic Schema Checkers
Every data response from our engine is parsed through a strictly typed validation model. If there is a missing field, wrong type, or invalid structure, the system fails cleanly prior to execution.
State Machine Compiler
Rather than allowing agents to execute arbitrary tool loops, all tool usage is constrained to a finite-state machine. Agents cannot make out-of-order calls, protecting database consistency.
API Transaction Rollbacks
Every database and API modification is staged in an isolation pool. If post-execution health checkers detect schema errors, drift, or bad feedback states, the changes are discarded instantly.
Constraining Chaos via Strict Type Enforcements
Unlike traditional consumer agents that rely solely on system prompts (e.g. “Do not write bad queries”), Devorise wraps reasoning steps in validation compilers.
If the language model generates an execution query with minor syntax drift, the validation engine catches it and feeds the schema compiler trace back into the reasoning loop automatically. This self-correcting validation system guarantees that no agent outputs break your existing APIs or schemas.
class GuardedExecutionLoop:
def __init__(self, schema: BaseSchema, fsm: StateMachine):
self.schema = schema
self.fsm = fsm
async def execute_action(self, agent_candidate: dict):
# 1. Parse and validate against schema
validated_payload = self.schema.validate(agent_candidate)
# 2. Check FSM transition eligibility
if not self.fsm.is_valid_transition(validated_payload.action):
raise StateMachineDriftError(f"Illegal jump to {validated_payload.action}")
# 3. Secure commit staging
async with TransactionIsolation() as tx:
await tx.run_candidate(validated_payload.query)
# Enforce database state integrity post-run
await tx.assert_zero_drift()
await tx.commit()