forumNew topic

Paid for a code audit and it's full of jargon, how do you read a code review report?

MMehmet C***Member
Job title
Store associate
Sector
Electrical-electronics
Organization type
120-person company
Joined
May 2025
Message
263
#1

We run a London-based marketplace startup. We had an independent audit firm review the backend architecture of our mobile app, which was built by an external agency over eight months, and we paid 4,000 GBP for the audit. Two days ago, a 65-page code review report was delivered.

The report lists hundreds of items, ranging from SQL injection vulnerabilities to circular dependencies, memory leaks to code smells. There are pages of colorful charts and severity levels like critical, high, medium, but as a non-technical founder, I can't tell what is a genuinely urgent fire and what is just a quest for theoretical perfection.

If I go to the dev agency and say "fix everything," an argument will break out and the project will stall for weeks. How should I rationally read this code review report, which items should I insist the agency fix unconditionally, and which ones can I ignore for now?

VVeli T***Member
Job title
Human Resources Specialist
Sector
Agriculture
Organization type
120-person company
Joined
Apr 2023
Message
1
Most Helpful#2

Short answer: When reading a code review report, you don't need to know every technical term; the key distinction you must focus on is directly exploitable security vulnerabilities versus technical debt that increases maintenance costs. Critical and high-severity security findings should be fixed immediately under your contract, while code formatting and stylistic warnings should be addressed over time.

Probably 50 pages of that 65-page report are just boilerplate output generated by automated static code analysis tools. You should filter the report through three basic lenses: 1) Security and data breaches: items like SQL injection, authentication flaws, and unencrypted sensitive data are directly on the agency and must be fixed free of charge before launch. 2) Performance and scaling: memory leaks and unoptimized database queries will cause crashes once your system hits a few hundred concurrent users; these are second priority. 3) Code smells and style warnings: naming conventions, function lengths, or duplicate code blocks won't stop the app from running, they just make future maintenance harder.

Before sitting down with the agency, ask the audit firm for a two-page executive summary. Don't dump every item in the report on the agency; list only the findings from the first two categories. Make resolving these items a condition for releasing the final milestone payment.

EEsra U***MemberCommunity member
Joined
Feb 2026
Message
160
#3

Focus on the security items tagged "Critical" and "High." In particular, if there are findings that fall under the OWASP Top 10 (like broken access control or SQL injection), these aren't code smells—they are direct gateways for data breaches that could constitute legal liability. There is no compromising on those.

ZZerrin T***Member
Job title
Export manager
Sector
Law
Organization type
boutique agency
Joined
Mar 2024
Message
3
#4

The auditing firm owes you a 30-minute Q&A session. Ask them point-blank: "If this system went live tomorrow with 1,000 concurrent users, what are the top 3 items that would blow us up?" Hand only those 3 items to the agency.

İİlknur G***VeteranCommunity member
Joined
Nov 2024
Message
80
#5

That auditing firm you paid 4,000 GBP to probably just ran an open-source automated scanner on the code and slapped their logo on the resulting PDF to sell it to you. Are you even sure they manually reviewed the business logic?

SSultan B***Member
Job title
Front office accounting
Sector
Security services
Organization type
8-person team
Joined
Feb 2025
Message
23
#6

With my first startup, I almost ended up in court with the agency over a similar report. Wherever it said "code smell," I assumed the system was about to blow up. Turns out the tool flagged it just because the function names didn't follow proper English grammar. Definitely get an expert to translate it for you before panicking.

HHalil K***Member
Job title
Clinic manager
Sector
Seafood
Organization type
medium-sized business
Joined
May 2024
Message
208

Doki · Interface design · 2026

#7

Triage the items in this order: 1) Vulnerabilities affecting the database and customer security immediately, 2) Queries that cause deadlocks under concurrent traffic in the next sprint, 3) Formatting and documentation shortcomings only whenever there's downtime.

ZZerrin S***Expert
Job title
Sales Manager
Sector
Software
Organization type
120-person company
Joined
Apr 2023
Message
43
#8

if u send the whole report to the agency they'll just get defensive and do nothing. like just take screenshots of the actual bugs tell them these breach our acceptance criteria and send those over.

MMetin P***ExpertCommunity member
Joined
Jun 2023
Message
186
#9

is this "code smell" thing about servers overheating or hardware burning, or is it just a figure of speech programmers use among themselves?

SSelin B***Member
Job title
Graphic Designer
Sector
Energy
Organization type
a company within a holding
Joined
Jun 2022
Message
29
#10

Quick summary for newcomers: Mistakes made on the code review report side are usually reversible but expensive.

Just leaving this note it might be useful.

NNazlı T***Member
Job title
Social media manager
Sector
Packaging
Organization type
medium-sized business
Joined
Nov 2023
Message
58
#11

I went through the same thing two years ago. Solutions that work at a small scale collapse when you grow; I learned this late.

This is my opinion I'm not claiming it's absolute truth.

MMelis Ç***New member
Job title
Production planning
Sector
E-commerce
Organization type
sole proprietorship
Joined
May 2026
Message
179
#12

I'll try it.

SSultan E***MemberCommunity member
Joined
Feb 2023
Message
20
#13

Timely topic.

EEmre T***Member
Job title
Purchasing manager
Sector
Security services
Organization type
cooperative
Joined
Feb 2024
Message
170
#14

The discussion got scattered, let me summarize. People defend habits not processes. Resistance comes from there.

TTuğçe K***New memberCommunity member
Joined
Sep 2026
Message
310
#15

We got stuck at the same point for a while. Implementing a change request process doesn't slow things down, it speeds them up.

Mistakes made on the code review report side are usually reversible but expensive.

İİlker A***MemberCommunity member
Joined
Mar 2023
Message
175
#16

My questions are cleared up, thanks.

VVeli D***Member
Job title
Network Administrator
Sector
Education
Organization type
two-branch business
Joined
May 2022
Message
107

Doki · Infrastructure migration · 2023

#17

saved.

LLevent Ö***Veteran
Job title
Production planning
Sector
Textile
Organization type
a company within a holding
Joined
Jan 2023
Message
13
#18

The most overlooked point about code review report is this: Access credentials should be opened in the company's name, not personal accounts.

MMehmet B***Member
Job title
Customer service representative
Sector
Construction
Organization type
120-person company
Joined
Nov 2023
Message
7

Doki · Vulnerability scanning · 2023

#19

You're right.

DDeniz A***Member
Job title
Quality Assurance Manager
Sector
Accounting & advisory
Organization type
regional distributor
Joined
Mar 2023
Message
261
#20

this thrad is archived.

Reply