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What code review tools and methods should we use for agency-delivered code?

İİsmetMember
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#1

We outsourced the initial build of a patient scheduling and telehealth platform for our San Francisco-based healthtech startup to an external software agency. We paid around $55,000 for a four-month build, and the project was completed per contract specifications with the repository transferred over to us.

We are now looking to maintain and scale the product in-house with one senior software engineer and two interns. However, we have no real way of gauging how clean this codebase (a Node.js and React architecture) actually is, or whether it hides vulnerabilities and severe architectural technical debt that will haunt us later.

We know there are automated static code review tools out there, but do they deliver reliable findings? What is the best strategy to thoroughly audit code quality and security—is relying on automated tooling alone sufficient?

AAycan K***Member
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Most Helpful#2

Short answer: Automated code review tools are great at catching syntax errors, known CVEs, and deprecated dependencies, but they cannot evaluate architectural flaws or broken business logic. The best approach is running automated scanners to map out base-level tech debt, then commissioning a 15-20 hour review from an independent senior architect.

You should run your review process across three distinct phases:

First, run dependency and secret scanning. Use automated tools to audit third-party libraries for known vulnerabilities and ensure no hardcoded API keys or database credentials were committed to the repo. Agencies routinely pull in unmaintained or end-of-life packages to cut corners.

Second, set up static application security testing (SAST) and linters. These tools instantly flag cyclomatic complexity spikes, missing test coverage, and copy-pasted spaghetti logic, giving you an objective scorecard on readability and maintainability costs.

Third—and most crucial—is manual human review. No scanner can properly validate authorization logic on a healthcare app (e.g. preventing one patient from viewing another patient's appointment records via parameter tampering) or detect missing database indexes.

Give your new senior engineer a full week to walk through core business flows manually, using the automated scan reports as a reference guide. If needed bring in an outside consultant for a dedicated architectural audit.

HHilal B***Veteran
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#3

When setting up static analyzers, focus on security-centric SAST rules, not just linting and styling. SQL injection paths, insecure direct object references (IDOR), and missing input sanitization get flagged by good rulesets very easily. Also check test coverage; if the agency skipped unit tests, refactoring that codebase is going to be miserable.

MMustafa G***Member
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#4

We took over a mobile backend last year under similar circumstances for around $40,000. Automated scanners gave it a clean bill of health because the syntax was pristine. Two weeks post-launch, the database locked up completely: turns out the agency hadn't added a single foreign key or index across the relational DB. No automated linter will ever catch that.

HHasan E***Member
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#5

During handoff, we paid $2,500 to an independent principal architect for a 15-hour deep dive. They uncovered 4 major scalability bottlenecks and 8 critical authorization loopholes in the agency's delivered code. It was easily the highest-ROI money we spent on that project.

YYiğit Ç***MemberCommunity member
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#6

Don't be fooled by automated tool reports on agency work. Sometimes agencies break functions into tiny pieces just to silence static analysis warnings and write so-called clean code, but the business logic underneath is pure spaghetti. Tools don't verify that code works correctly, they just tell you it follows syntax rules.

HHavva E***Member
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#7

The first thing you can do first thing tomorrow: check the repository's version history (git log). Did the agency panic-push everything in the last 3 days, or did they work steadily over 4 months with regular commits and descriptive messages? Version control discipline tells you almost everything about the internal quality of the code.

KKadir T***MemberCommunity member
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#8

Checklist for agency handoffs: 1) Are third-party API keys left hardcoded in the source? 2) Do the licenses for open-source libraries permit your commercial use? 3) Do deployment and local setup instructions work end-to-end from a single document?

EElif V***Member
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#9

def check if they wrote tests imo. tbh agencies usually skip unit tests claiming they ran out of time then later you change one line of code and the whole architecture comes crahing down.

İİlker Ö***Expert
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#10

cut your new senior hire some slack. like inheriting someone else's codebase is the most frustrating job on the planet for developers. automated tools at least keep discussions from getting personal and ground them in objective metrics.

İİlker K***Member
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#11

Noted, thanks.

YYavuz B***MemberCommunity member
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#12

I'm curious too.

EEmre D***Member
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#13

Following.

KKemal T***Member
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#14

Great work. The answer varies greatly by industry; there is no one-size-fits-all rule.

Just leaving this note, it might be useful.

MMelis K***Member
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#15

the cheap-looking path usually ends up costing more later. when making decisions write down the worst-case scenario too not just the best.

when you try to change everything at once, noting settles... if you post the result here it will help others too.

GGamze U***Member
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#16

My perspective changed after experiencing that. Code without setup documentation isn't yours, even if you have it.

If you post the result here, it will help others too.

LLale Y***MemberCommunity member
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#17

I agree.

TTaner A***Veteran
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#18

We've heard this a lot, but it never happened like that for us. Payment schedules should be tied to project phases, not calendar dates.

If I were you, I'd go this route.

TTaner Ç***MemberCommunity member
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#19

I've been down this road, let me tell you. Weekly written progress reports are much more useful than asking for dates.

UUğur E***Expert
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#20

Same here. Everyone rushing into code review tools gets stuck at the same point.

Start with a small trial; don't commit to everything at once. If I were you, I'd go this route.

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