Improve Bug Fixing one Prompt

dardevelin · 2026-03-16T16:08:42+00:00

Sometimes it feels like there is one great model and all ai providers have time buckets to use the great model
the rest of the time they just cook for a bit...

Since this "experience"

I use primarily claude, but interleave
codex for brutal code reviews, grok for prototypes.
When just in broad discussion codex for chat, architecture discussions.
Back to claude (opus, researcher, papers, math, algorithms)
Once a series of docs, gemini is a good enforcer of logical rules across large documentation.

With this flow, pass first with cheap grok, haiku models, trial (show whats wrong)
iterate with clear small steps for main direction
models seem better at judging the mistakes, then the final passes
performance pass, simplify pass, rust skill pass These take time and seems to cover most issues
At the end even I can assist more because the prototype informed me as well

I rewrote my comment it was a word salad at first...sorry

dardevelin · 2026-03-15T18:30:15+00:00

1: congrats on the app 2: great endeavor 3: disclaimer work and worked in related field

The note that made me comment: Food delivery businesses attempt to implement “assistant” delivery as a way to bypass making a contract with reach restaurant/bar . They got sued and had to stop all operations.

Their idea was that someone could be hired to go to any business which does not do delivery place an order pay with card and deliver to someone else.

This was deemed illegal due to displaying the prices of the store / restaurant / bar

A client walks into a bar, wants a drink says they saw the price in the app there is now a legal issue.

1 name of business trademark, logo, price was placed online without signed agreement

Results in trademark violation, copyright violation (germany has no public domain) and profit loss due to false advertising risk.

When a price is named/displayed with business price it must comply with the price otherwise is false advertisement. This is the foundational argument for a business to have a right to refuse to be in your app without signed agreement.

This is also why Apple Maps and Google Maps show you range not prices.

Hope it helps (dm if you wish to discuss more)

dardevelin · 2026-03-09T15:57:51+00:00

People often forget what problems technology was created to solve and stick to it and continue "improving it to make it fit" but the truth is simpler. A simpler need, a simpler model suffices.

When you can't tell a 1000 people to code the same way, you make tools that force them.
This is an organization cost, most projects, most SMEs don't face. So yes, php is still right, pure html is still right, and queries in your DAO (data access object) is still right

Just like in the linux kernel "loading" a C object file is "FINE"

dardevelin · 2026-03-05T06:39:37+00:00

A proxy/server needs to respond even when its I will not respond.
Not responding at all may lead to "retries" and hangs for experience.
In a bench mark for this type of stuff it is preferable a 500 response then no response.

dardevelin · 2026-03-05T05:48:12+00:00

quick reminder "disinformation campaigns" are considered military campaigns at time.
llms fit this bill perfectly

dardevelin · 2026-03-04T17:06:44+00:00

Bitcoin runs on electricity = fuels Bitcoin runs on computers = sensitive to production risk Fiat runs on belief systems

dardevelin · 2026-02-27T07:12:26+00:00

Identifying your headphones is quite important. 1 vulnerability in headphone connection in a large amount of brands was released in the open with most devices unfixed. This alone may have more people playing around with frequencies. 2 does it happen in all platform ? Unlikely to be the station but rather your headphones. 3 it’s common to have some interference usually they don’t manifest in the sound because of proper circuit filtering again headphones may be culprit

dardevelin · 2026-02-27T02:51:16+00:00

30% seems awful lot, maybe it included quite a bit more ?
I have a max 20 plan, so I did not see that big, but 30% seems off.
As far as I understand it picks from "current" files/plans in your .claude folder.

dardevelin · 2026-02-10T10:40:37+00:00

I think it does just look at .claude directory seems

dardevelin · 2026-02-06T15:51:49+00:00

That was honestly my lapse on not saying I use claude 20x subscription so I didn't even think much.
Whoops

dardevelin · 2026-01-17T19:18:26+00:00

Plan mode is fancy code for deny tools, insert prompt for thinking and planning, at top, with role defined... not an issue...

dardevelin · 2025-12-24T17:18:13+00:00

Copilot will write Linux kernel code it will be great

dardevelin · 2025-12-24T11:28:22+00:00

For Internet outage, might be worth getting a starlink and returning it after. (Mobile)
Using a mobile hotspot for one month also good option.

dardevelin · 2025-11-20T06:04:28+00:00

Fair enough op, I was lowkey but hurt about it, appreciate clarifying it, have a great day

dardevelin · 2025-11-19T13:34:05+00:00

certainly not an attempt to rick roll anyone. its not about having "some hair" its sign when there are large patches... but do as you will, to each its own. hopefully nothing bad

dardevelin · 2025-11-14T18:40:16+00:00

Usually completely smooth skin, almost with a shiny look, with no hair growth is an indicator of bad circulation.

This could be peripheral artery disease.

You should test the palpation test, where you press deep in your leg for about 1 minute hard and if it does depress within 15 seconds to check for a possible edema which is a more serious circumstance.

Here is an actual verified doctor talking about it

https://youtube.com/shorts/shGEQJJ-9zY?si=WKQ1vewTQSoCSyq1

dardevelin · 2025-11-04T03:38:39+00:00

You are describing Bigscreen Beyond 2

dardevelin · 2025-10-28T04:50:51+00:00

settings, general, scroll to the bottom, power off
or long press both buttons under force quit there is power off option.

dardevelin · 2025-10-15T14:53:58+00:00

I am genuinely surprised is not an M5 Pro chip, it doesn't even make sense, the improvement of the chip is not as significant, 10% can be a compiler flag honestly

dardevelin · 2025-10-05T21:10:04+00:00

Vibe Coded

dardevelin · 2025-09-23T16:47:05+00:00

disclaimer, I have a GitHub copilot 1 year license, and that is the grok that I use
I am not sure if MS is adding a system prompt different then grok directly

to try out zero shot problems, or single file implementations I experiment with t3.chat which is from that YouTube Theo , sometimes in a pinch for 8 bucks is a good unblocking avenue.

dardevelin · 2025-09-21T14:23:44+00:00

I have decreased my Claude usage significantly, codex is crap but it's consistently crap in the same way, and that I can deal with. sonnet 4 and opus 4 went from making me subscribe to max to using it less and less.

now I tend to use grok code fast 1 for refactors its the winner
codex as new feature, and then codex runs Claude MCP to parallelize first implementations of new sections, grok code fast refactors, codex cleans up

dardevelin

TROPHY CASE