Empirical Assessment & Debt Elimination
Architecture Diagnostic & Health Audit
Vendor-neutral architectural assessment, static codebase analysis, database deadlock diagnostics, technical debt quantification, and FinOps cloud cost optimization before committing enterprise capital.
Expose hidden technical friction, quantify architectural risk, and optimize enterprise capital
Most enterprise technology leaders are forced to make multimillion-dollar investment decisions based on subjective impressions and defensive engineering explanations. Brittle monoliths, unindexed database tables, soaring cloud invoices, and sluggish release cycles drain corporate capital without clear accountability. WAGONN ends technical ambiguity through rigorous, objective diagnostics.
We conduct an exhaustive 3-to-5 day forensic audit of your code repositories, database lock contention, CI/CD pipelines, and cloud billing structures. With zero impact on your delivery teams, we deliver a jargon-free executive diagnostic dossier detailing root causes, technical debt dollar liabilities, and an actionable remediation roadmap.
Comprehensive Diagnostic & Audit Disciplines
From AST static code inspection to database concurrency analysis, FinOps cloud right-sizing, CVE security scanning, and executive briefings: total clarity before committing capital.
Codebase & Architecture Health Audit
Static code analysis, architectural pattern validation, cyclic dependency scans, and latent fragility discovery to audit software health with independent rigor.
Technical Debt Valuation & Risk Matrix
Quantifying the hidden financial liabilities, rework costs, and operational drag imposed by undocumented legacy tech debt into board-ready figures.
Database Lock & Concurrency Diagnostics
Pinpointing row locks, deadlocks, missing indexes, and connection pool exhaustion in high-concurrency production databases before outages happen.
Cloud & Licensing FinOps Cost Audit
Uncovering orphaned cloud volumes, over-provisioned VMs, unattached IPs, and extortionate software licenses to permanently trim infrastructure OpEx.
Cybersecurity, CVE & Compliance Scanning
Auditing third-party open-source CVE vulnerabilities, perimeter gaps, API auth weaknesses, and statutory data residency compliance across stacks.
Executive Diagnostic Report & C-Level Briefing
Jargon-free executive diagnostic dossier translating complex technical friction into financial risks, actionable priorities, and investment roadmaps.
Forensic Diagnostic Domains:
Empirical Inspection of Core Technology Tiers
From AST architectural rule engines to PostgreSQL lock contention queries, FinOps resource inventories, and SBOM vulnerability pipelines: inspect our forensic audit tools.
Static Code Analysis, Architecture Rule Guardrails & Cyclic Dependency Audits
Scanning source code repositories at the AST level to expose monolithic tangles, hexagonal layer violations, untested core domains, and brittle dependencies.
// wagonn-audit :: architecture_guardrail_rules.ts
import { ArchitectureRuleEngine, LayerBoundary } from '@wagonn/guardrails';
export const CorePlatformRuleSet = new ArchitectureRuleEngine({
scope: 'enterprise_core',
enforceHexagonal: true,
allowedDependencies: {
domain: [LayerBoundary.NONE], // Pure domain must have zero dependencies!
application: [LayerBoundary.DOMAIN],
infrastructure: [LayerBoundary.APPLICATION, LayerBoundary.DOMAIN],
interfaces: [LayerBoundary.APPLICATION]
},
prohibitedImports: [
'**/database/orm/**', // Domain models must not import persistence ORMs
'**/node_modules/aws-sdk/**' // Cloud SDKs isolated in infra adapters
],
thresholds: {
maxCyclomaticComplexity: 12,
minBranchCoveragePct: 85.0,
maxCyclicDependencies: 0
}
});| Diagnostic Probe | Target | Findings | Severity | Remediation |
|---|---|---|---|---|
| ast-codebase-scanner | Core Repos | 14 Layer Drifts | MEDIUM | ● FLAGGED |
| db-lock-analyzer | PostgreSQL OLTP | 3 Deadlock Paths | HIGH | ● CRITICAL |
| finops-cloud-waste-gate | AWS / Azure | $17,820 / Ay İsraf | OPEX | ● SAVINGS ID |
| cve-sbom-vulnerability-gate | Docker Images | 0 Critical CVE | LOW | ● CLEAN |
| api-concurrency-stress-test | Edge Ingress | Conn Pool Maxed | MEDIUM | ● TUNING REQ |
Empirical Clarity Before Committing Technology Capital
We deliver independent, unvarnished architectural truth. No sales quotas, no software vendor kickbacks, and no defensive rationalizations.
100% Vendor-Neutral & Independent Engineering Verdict
We hold no vendor partnerships that skew our advice. Our findings protect your balance sheet and engineering autonomy alone.
Preventing Misguided Capital Allocation & Costly Rewrites
Frequently, surgical refactoring of bottleneck hotspots saves millions of dollars compared to ill-fated full system rewrites.
Jargon-Free C-Level & Boardroom Action Plan
Translating intricate code-level friction into clear balance sheet liabilities, risk matrices, and decisive next steps for leadership.
End-to-End 4-Stage Architectural Diagnostic Lifecycle
From secure read-only onboarding to automated deep scanning, technical debt valuation, and the executive board debrief: our disciplined 5-day forensic methodology.
Secure Read-Only Access & Scope Definition
Establishing non-intrusive read-only access under strict NDA; cataloging repositories, database topologies, and cloud infrastructure boundaries.
AST Code Analysis, DB Contention & FinOps Profiling
Executing static AST analyzers, profiling database lock trees under load, generating dependency SBOMs, and compiling cloud OpEx waste inventories.
Technical Debt Indexing & Remedial Prioritization
Synthesizing audit findings into root causes; quantifying the financial cost of technical debt and mapping prioritized remediation phases (P1 to P4).
Board-Level Briefing, Decision Dossier & Remedial Roadmap
A 45-minute jargon-free briefing for leadership, delivering the executive decision dossier, verified savings roadmap, and actionable technical specifications.
Secure Read-Only Access & Scope Definition
Establishing non-intrusive read-only access under strict NDA; cataloging repositories, database topologies, and cloud infrastructure boundaries.
$ wagonn-diagnostic init --protocol read-only --nda-verified
[1/4] Establishing secure read-only tunnel:
→ Non-Disclosure Agreement (NDA): SIGNED & VERIFIED ✓
→ Customer Data Isolation: 100% AIR-GAPPED (Zero PII access)
[2/4] Scoping Enterprise Architecture Perimeter:
→ 32 Microservice Repositories (Go, Node.js, C#, Python)
→ 4 Core Relational DB Clusters (PostgreSQL Primary/Replicas)
→ Cloud Infrastructure Accounts (AWS Frankfurt + Azure West Europe)
[3/4] Kickoff Alignment:
→ 45-minute architectural context briefing completed with Principal Architect
>> PERIMETER DISCOVERY COMPLETE. COMMENCING DEEP FORENSIC SCANS ✓Architecture Diagnostic & Health Audit
Frequently Asked Questions
Key inquiries regarding our forensic code audit process, zero-disruption timeline, technical debt valuation, and 100% vendor-neutral reporting. To schedule a preliminary consultation, you can contact us. We are delighted to assist your leadership.
We conduct the entire audit under strict Non-Disclosure Agreements (NDA) using least-privilege, read-only protocols. We never request access to live customer data or production persistence stores. Repositories are analyzed via temporary read-only permissions or inside an isolated, air-gapped sandbox using our static analysis tools. Cloud and database reviews rely strictly on anonymized configuration files, APM telemetry, and query execution plans.
The complete diagnostic audit spans 3 to 5 business days. The process is engineered to create zero friction or disruption for your engineering sprints. We only require a 45-minute initial context briefing with your lead architect and a 45-minute executive debrief with leadership at the conclusion. All technical deep-dives and scans occur autonomously in the background.
We strip technical debt of engineering jargon and translate it into clear financial liabilities and operational drag for leadership. Utilizing the SQALE methodology and AST-level metrics, we score code smells, cyclic dependencies, missing contract tests, and database lock risks. We quantify the annual dollar cost of these liabilities, the percentage drag on sprint velocity, and the wasted engineering man-months.
Rather than speculating, we inspect p99 latency distributions, index hit ratios, lock contention trees, and connection pool saturation. We expose missing composite indexes, predatory N+1 ORM query patterns, lock-heavy transactional sweeps, and missing message queue buffers to map the exact failure thresholds of your persistence layer.
Yes. In over 90% of audited infrastructures, we uncover over-provisioned virtual instances, orphaned storage snapshots, zombie IP allocations, and extortionate software licensing. Through workload right-sizing, Spot/Reserved commitment strategies, and open-source modernization, we consistently deliver 30% to 50% verified reductions on annual infrastructure OpEx.
The audit is 100% vendor-neutral and independent. We have zero partnerships that bias our architectural verdict. The resulting diagnostic report belongs entirely to your enterprise. You can execute the remediation roadmap with your internal engineering team, hold existing software vendors accountable with our findings, or partner with WAGONN for hands-on execution.