Observe → act → verify → replan
Explicit success criteria, bounded tool use, persistent task state, no-progress detection and evidence-based stopping.
AI workflow reliability
Make one AI workflow inspectable, testable and safe to operate.
I audit one AI-enabled workflow, expose failure modes and evidence gaps, and deliver a bounded remediation or prototype plan. The focus is practical: state, tools, retries, human approval, observability and measurable success criteria.
No email or sales call to use the free tool. The detailed €490 audit is separately human-reviewed and not an instant download.
Verified engineering proof
The work sample is CERBERRUS144, an evidence-driven agentic system. These are implemented capabilities with source control and tests — not invented client results.
Isolated Git worktrees
Candidate changes are written outside main, compiled, fully tested and committed only after the gate passes.
Payment is not inferred
Traffic, email sends and checkout URLs remain separate from completed live Stripe payments.
Supabase decision policies
Idempotent evidence, expiring market observations, integrity checks and one selected next action.
GitHub CI and regression gates
Repository safety, unit tests and contract tests prevent unsupported success claims from reaching main.
API and workflow boundaries
Stripe, Gmail, Vercel, GitHub and database evidence are handled with explicit source and side-effect rules.
Best fit
Useful for
- AI readiness and workflow audits
- n8n / Make / API workflow design
- Agentic-system architecture and reliability
- Supabase state, evidence and decision layers
- Human-in-the-loop approval and rollback design
- Prototype-to-production hardening
Not promised
- Guaranteed revenue or cost savings
- Unrestricted access to production systems
- Handling passwords, keys or unnecessary sensitive data
- Legal or compliance certification
- A full enterprise rebuild inside a fixed-scope audit
Delivery
Define one workflow
Inputs, outputs, tools, users, decisions and success criteria are made explicit.
Test the failure surface
Data gaps, hallucinations, duplicate actions, retry loops, permission risks and silent failures are reviewed.
Deliver the next build
You receive a structured report and prioritized remediation or prototype plan.
A completed audit is evidence of delivery, not evidence that a business outcome has already occurred. Results must be measured in the client's environment.