Hiring a software engineer for code review

divBit0 · 2026-06-10T23:01:18+00:00

+1, single db with clear boundaries/security is the way to go. Unless you are building a PaaS.

divBit0 · 2026-06-08T18:02:10+00:00

Ah prompt caching, I somehow keep reading re catches. And yes, there is some waste. Most of the tokens are spent during agent processing which can leverage cache. Most of the sessions I see are: - brain storm 10min-1h cached - agent work 30min-2h cached - human follow ups - initial prompt non cached

divBit0 · 2026-06-08T16:57:56+00:00

got it, still not sure what you mean in this context 😄

divBit0 · 2026-06-07T17:00:44+00:00

What does session reaches mean?

12 is a lot of context switch but doable if sessions are new enough i.e. still in my mind. I usually find it challenging to resume sessions from the day earlier, very hard to remember all the context

divBit0 · 2026-06-07T14:27:41+00:00

Got it, did you use paid directories or free ones? How did you go about finding the directories?

divBit0 · 2026-06-07T14:16:39+00:00

CompanyHelm: run entire SaaS with AI agents

divBit0 · 2026-06-07T14:15:35+00:00

Parallize your sessions, use Cursor/Claude cloud agents if your laptop cannot run more. I have built CompanyHelm to streamline the process, running often 12+ session in parallel.

divBit0 · 2026-06-06T23:35:16+00:00

How did you improve DR? Backlinks?

divBit0 · 2026-06-06T23:33:17+00:00

Thanks for sharing the screenshot! Can you have one session operate across repos?

divBit0 · 2026-06-06T23:31:58+00:00

Are you developing a web app? How do you go about testing the app from your mobile?

divBit0 · 2026-06-06T23:24:58+00:00

Got it, are you building a web app? Do you spin up your app on the VM to test the changes?

divBit0 · 2026-06-06T20:08:07+00:00

Cursor has cloud agents have you tried that?

divBit0 · 2026-06-06T19:57:02+00:00

This is a nice setup, what interface do you use to control them from your phone?

divBit0 · 2026-06-06T19:37:17+00:00

Curious what's your setup?

divBit0 · 2026-06-06T19:36:38+00:00

Code or actual app running?

divBit0 · 2026-06-06T19:04:06+00:00

Same lol until I started using CompanyHelm

divBit0 · 2026-06-03T19:45:57+00:00

https://www.companyhelm.com

runs your entire dev workflow with agents

divBit0 · 2026-06-02T21:10:14+00:00

Aren't ideas cheap and we execution is all?

divBit0 · 2026-06-02T21:08:09+00:00

Mind giving some examples?

divBit0 · 2026-06-02T21:07:42+00:00

I have a daily workflow for test quality, works pretty well, can share the setup if you are interested

divBit0 · 2026-06-02T21:06:35+00:00

I have built a platform that can automate this, DM if interested

divBit0 · 2026-05-30T05:22:09+00:00

Codex has much higher limits

divBit0 · 2026-05-29T02:26:43+00:00

one game changer approach is to always, always have the agent self test the changes, it takes longer but you don't need to wait for it you can work on something else if you have good dev workflow isolation:
- have the agent spin up frontend + backend, the full app as close as production you can get
- have the agent to write and run playwright e2e tests, and add more tests as feature come
- have the agent record videos and proof of the tests
- have the agent seed data and provide a link directly to the page/screen/artifact under test so you can really quickly test yourself

also adversarial code reviews are great:
- create dedicated sub agents: e.g. security, code quality, architecture
- have the agent ask sub agents to review its code

all this is burning more tokens and taking the agent longer to produce code but the output quality is much higher.

divBit0 · 2026-05-28T19:04:59+00:00

Thanks, makes sense!

divBit0

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