You will get Decision-Grade Repository Audit | 48-Hour Technical Due Diligence Report
Project details
Clarity for Founders: AWS-Focused Technical Due Diligence
Stop guessing about technical debt. Whether you are preparing for an investment round, onboarding a new team, or auditing an AI pipeline, you need an objective, evidence-based assessment of your technical risk.
I provide a senior-level "orientation" of your AWS-hosted repository using a deterministic analysis framework refined over 17+ years. This is not a standard code review; it is a Technical Intelligence Report designed for decision-makers.
My Methodology:
AWS Alignment: I evaluate if your code correctly leverages AWS primitives (IAM, VPC, EC2) to prevent security drift.
Deterministic Analysis: Mapping dependency graphs and structural fragility in Java, Python, and TypeScript.
AI/ML Performance: Identifying bottlenecks like missing EFAs for high-throughput training (Note: These optimizations require Linux-based environments).
What you receive: A clear "Keep, Refactor, or Pivot" verdict. You get the objective truth about your codebase, delivered with the perspective of a Senior Architect.
Security: Your IP is handled with extreme care in a secure environment.
Stop guessing about technical debt. Whether you are preparing for an investment round, onboarding a new team, or auditing an AI pipeline, you need an objective, evidence-based assessment of your technical risk.
I provide a senior-level "orientation" of your AWS-hosted repository using a deterministic analysis framework refined over 17+ years. This is not a standard code review; it is a Technical Intelligence Report designed for decision-makers.
My Methodology:
AWS Alignment: I evaluate if your code correctly leverages AWS primitives (IAM, VPC, EC2) to prevent security drift.
Deterministic Analysis: Mapping dependency graphs and structural fragility in Java, Python, and TypeScript.
AI/ML Performance: Identifying bottlenecks like missing EFAs for high-throughput training (Note: These optimizations require Linux-based environments).
What you receive: A clear "Keep, Refactor, or Pivot" verdict. You get the objective truth about your codebase, delivered with the perspective of a Senior Architect.
Security: Your IP is handled with extreme care in a secure environment.
Web Programming Project
API Development, API IntegrationProgramming Languages
Python, Java, TypeScriptCoding Expertise
Performance Optimization, Security, DesignWhat's included
| Service Tiers |
Starter
$250
|
Standard
$500
|
Advanced
$950
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 0 | 1 | 0 |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $350
Live Debrief
+$150
Remediation Roadmap
+$250Frequently asked questions
About Deon
Senior Software Architect
Centurion, South Africa - 7:28 am local time
If you have a new codebase, the real risk is not adding features.
The risk is not knowing what you are working with.
I help founders and teams quickly understand the true state of an existing repository so they can make confident decisions before investing more time or money.
With over 17 years of professional engineering experience, I specialize in assessing unfamiliar or inherited codebases and providing clear, practical answers to the questions that usually go unanswered:
What the system actually does.
How stable it is today.
Where the real risks are.
How safe it is to change.
My work is structured, calm, and grounded in what the repository itself shows. I analyze project structure, dependencies, tests, configuration, and infrastructure signals to identify architectural drift, hidden complexity, and fragile areas that tend to cause problems later.
This is not a refactor or a rewrite.
It is an orientation.
Typical engagements include:
• Assessing inherited or contractor-built repositories
• Identifying risk hotspots and unstable components
• Evaluating test coverage and build reliability
• Reviewing deployment and infrastructure setup at a high level
• Producing clear written assessments for founders, teams, or investors
You receive a concise executive summary, a technical breakdown, and prioritized findings that make the next steps obvious.
How I work:
• Fixed scope and fixed price
• Fast turnaround, usually within 24 to 48 hours
• Clear written output with no ambiguity
• Senior judgment without hype or alarmism
• Direct communication and predictable delivery
Clients work with me when they want clarity, not guesses, and when reducing risk matters more than moving fast.
If you have an existing repository and want an honest, structured assessment of its state, send me a message. I will outline the most efficient next step.
Steps for completing your project
After purchasing the project, send requirements so Deon can start the project.
Delivery time starts when Deon receives requirements from you.
Deon works on your project following the steps below.
Revisions may occur after the delivery date.
Access & Initial Ingestion (Day 1)
I confirm repository access and perform a secure ingestion of the source code into my air-gapped analysis environment.
Deterministic Mapping & Dependency Audit
I map the project's dependency graphs and structural patterns, identifying technical debt and architectural drift.