INDUSTRIAL PRECISION QA

Industrial Precision for the Agentic Era.

Stop paying the "Vibe Coding Tax". Defkt provides independent validation and deterministic reliability for teams scaling AI agents and complex workflows.

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or email [email protected] directly
SYSTEM_MONITOR / CLUSTER_A_PROD
LIVE_RELIABILITY: 99.98%
Workflow Explorer
State Machine Maps
Flake Detection
Audit Logs
Settings
Active Workflows
1,284 +12%
Avg. Latency
142ms
Success Rate
99.94%
order_processing_v2 temporal.io SUCCESS
inventory_sync_main temporal.io SUCCESS
user_onboarding_flow temporal.io RETRYING

The Standard Reliability Audit

The Vibe Audit

Analysis of AI-generated code stability and silent regression risks in your core agent loops.

Model Drift Analysis

Stress-testing prompts and agent state transitions against latest model updates and LLM volatility.

Durable Execution

Roadmapping the transition from flaky background jobs to deterministic, observable workflows.

Built for Determinism

Whether you're running on Cron or scaling with Temporal, your infrastructure shouldn't be a black box. We help you build "Future-Proof" systems where every state transition is observable, verifiable, and permanent.

RELIABILITY_MANIFESTO / EXECUTION_LOG
> [INIT] Mapping state machines...
> [WARN] Non-deterministic transition detected in 'payment_retry_logic'
> [INFO] Implementing Replay Assurance Layer...
> [DONE] System state verified. Determinism: 100%

Transparent Sprints

The Reliability Sprint

$7,500/audit
  • • Full State-Machine Mapping
  • • AI Model Drift Stress-Test
  • • Deterministic Roadmap
  • • 48-Hour Technical Briefing
Book Your Audit

Precision-Led Consulting

Defkt is led by Igor, an infrastructure specialist focused on the intersection of agentic workflows and industrial-grade reliability. We help high-growth teams move fast without the fragility of "vibe coding".

[IGOR_SYSTEM_ARCHITECT]