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.

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Architecture Diagnostic

Make hidden technical risk visible and protect your 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.

Areas of expertise

Our Architecture Diagnostic Practices

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.

    • AST-Based Static Code Analysis & Architectural Pattern Guardrails
    • Cyclic Dependency & Anti-Pattern Mapping Across Microservices
    • Critical Code Smells & Security Perimeters Prioritized by Risk
    %100Codebase Audit Depth

  • 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.

    • SQALE Debt Index Metric Scoring & Liability Quantification
    • Maintenance Overhead, Failure Rates & Wasted Man-Months
    • Rewrite vs Refactor Decision Matrix with Direct Financial ROI
    3 KatVelocity Multiplier

  • Database Lock & Concurrency Diagnostics

    Pinpointing row locks, deadlocks, missing indexes, and connection pool exhaustion in high-concurrency production databases before outages happen.

    • p99 Latency & Slow Query Execution Profiling Under Simulated Load
    • Lock Contention, Row Locks & Deadlock Root Cause Investigation
    • Connection Pool Sizing & Distributed Redis Cache Optimization
    < 10msTarget p99 Query Latency

  • Cloud & Licensing FinOps Cost Audit

    Uncovering orphaned cloud volumes, over-provisioned VMs, unattached IPs, and extortionate software licenses to permanently trim infrastructure OpEx.

    • Over-Provisioned Compute, Memory & Persistence Right-Sizing
    • Zombie Storage Volumes, Unattached IPs & Orphaned Snapshots
    • Reserved/Spot Instance Portfolio Planning & Open-Source Substitutions
    -%35Average OpEx Reduction

  • Cybersecurity, CVE & Compliance Scanning

    Auditing third-party open-source CVE vulnerabilities, perimeter gaps, API auth weaknesses, and statutory data residency compliance across stacks.

    • Trivy Container & Software Bill of Materials (SBOM) CVE Vetting
    • Zero-Trust mTLS, IAM & API Gateway Perimeter Security Scrutiny
    • Statutory GDPR, KVKK & Sovereign Banking Data Residency Compliance
    0 CVECritical Vulnerability Target

  • Executive Diagnostic Report & C-Level Briefing

    Jargon-free executive diagnostic dossier translating complex technical friction into financial risks, actionable priorities, and investment roadmaps.

    • Jargon-Free Executive Summary Prepared for Board Deliberation
    • Prioritized Remedial Action Matrix (P1 to P4 Triage Blueprint)
    • Validated Technology CapEx/OpEx Capital Allocation Roadmap
    45 DkExecutive Briefing

Industry approach

The Technology Layers We Audit

From AST architectural rule engines to PostgreSQL lock contention queries, FinOps resource inventories, and SBOM vulnerability pipelines: inspect our forensic audit tools.

01 / Codebase & Architecture Health

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.

%100
Audit Depth
Grade A
Target Quality
0 Koku
Architecture Drift
  • AST-Level Validation of Hexagonal & Domain Boundary Enforcements
  • Cyclic Dependency & Tight Coupling Detection Across Service Boundaries
  • Test Coverage, Cyclomatic Complexity & Maintainability Index Scoring

02 / Database & Concurrency Locks

High-Concurrency Database Lock Contention & Bottleneck Profiling

Modeling why your database deadlocks under surge traffic, pinpointing transaction sweeps creating row lock contention, and solving connection pool starvation.

< 10ms
P99 Query Time
0 Deadlock
Deadlock Frequency
10 Kat
Throughput Headroom
  • p99 and p99.9 Latency Profiling with Missing Composite Index Mapping
  • Row Locks, Long-Running Transaction Blocks & Deadlock Triage
  • Connection Pooling (PgBouncer) & Distributed Cache Invalidation Review

03 / Cloud & FinOps Cost Audit

Cloud Infrastructure FinOps Audit & Zombie Resource Elimination

Pinpointing orphaned storage volumes, unattached static IPs, over-provisioned Kubernetes nodes, and idle database replicas across multi-cloud environments.

-%35
Average OpEx Reduction
%100
Resource Visibility
1 Hafta
Payback Velocity
  • Over-Provisioned VM & Kubernetes Cluster Sizing Optimizations
  • Orphaned EBS/Disk Snapshots, Unattached Static IPs & Idle Replicas
  • Spot/Reserved Instance Commitments & Open-Source Database Transitions

04 / Security, CVE & Compliance

Cybersecurity, Open-Source CVE Scanning & Regulatory Compliance

Scanning software dependencies for critical CVEs, verifying zero-day exposure, and validating data sovereignty under statutory banking and privacy mandates.

0 CVE
Critical CVEs Target
%100
Verified SBOM
BDDK/KVKK
Statutory Compliance
  • Trivy & SonarQube Dependency Scans Generating Cryptographic SBOMs
  • Zero-Trust Network Segmentation, Mutual TLS & Boundary Authentication
  • Customer PII Encryption at Rest & Flight Meeting Data Residency Mandates

Our method

Hard Clarity Before You Commit to Technology

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.

Working model

A Four-Stage Architecture Audit Model

From secure read-only onboarding to automated deep scanning, technical debt valuation, and the executive board debrief: our disciplined 5-day forensic methodology.

  1. 01SECURE ACCESS

    01 / REPOSITORY & SCOPE ACCESS

    Secure Read-Only Access & Scope Definition

    Establishing non-intrusive read-only access under strict NDA; cataloging repositories, database topologies, and cloud infrastructure boundaries.

    • Mutual Non-Disclosure Agreement (NDA) & read-only access posture
    • Strict zero-access policy to live persistence or customer PII
    • Comprehensive mapping of code repositories, databases, and cloud assets
    Day 1Initiation
  2. 02DEEP SCAN

    02 / AUTOMATED DEEP AUDIT & PROFILING

    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.

    • Cyclic dependency mapping and architectural boundary violation scans
    • Database slow query execution plans and row lock contention profiling
    • Uncovering orphaned storage, over-provisioned instances, and CVE risks
    Day 2 - 3Scan Window
  3. 03RISK MATRIX

    03 / ROOT CAUSE & RISK QUANTIFICATION

    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).

    • Quantifying annual technical debt liability in concrete balance sheet impact
    • Calculating sprint velocity drag and engineering capacity waste
    • Categorizing architectural issues into immediate (P1) vs planned (P2-P4)
    Day 4Synthesis
  4. 04BOARD BRIEFING

    04 / EXECUTIVE BRIEFING & REMEDIATION ROADMAP

    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.

    • 45-minute interactive executive presentation & strategic Q&A session
    • Jargon-free board dossier highlighting capital risks and OpEx savings
    • 100% vendor-neutral architectural roadmap owned fully by your enterprise
    Day 5Delivery

FAQ

Architecture Diagnostic and 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.

Our other services

Our service portfolio

Six complementary practices, engaged individually or together depending on your needs.

Let's work together

Let's plan your project together

Let us listen to your needs and define the right scope, timeline and roadmap together.

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