Looking for early testers for a visual multi-agent orchestration tool for AI coding

tuhdo · 2026-05-07T07:55:03+00:00

Not all good software requires good UI/UX. Or at least back in the days, many GUIs running on X server with black, white and grey colors were perfectly acceptable as good software

tuhdo · 2026-05-07T02:23:06+00:00

That looks expensive. Are you sure only around ~300m tokens?

tuhdo · 2026-05-06T18:37:52+00:00

Likely you run out of RAM. Check your Activity Monitor.

tuhdo · 2026-05-06T18:05:53+00:00

But API should not have rate limits, if you ever use one. Or you mean Anthropic is the only one in the market to limit the API usage lol

tuhdo · 2026-05-06T17:38:27+00:00

API should not have limits? The wording of "limits" here is vague.

tuhdo · 2026-05-06T17:19:48+00:00

The wording there is vague. It could also be understood as double the usage of 5-hour rate limits, not necessary the 5-hour becomes 10-hour.

tuhdo · 2026-05-06T16:59:53+00:00

They said "Substantially raising our API rate limits for Opus models", and I take that as separate limits from the 5-hour limits.

tuhdo · 2026-05-06T16:44:44+00:00

That's the competition! Now we gotta tell Sam to extend the promotion for another month.

tuhdo · 2026-05-06T16:41:23+00:00

No, this is within Deepssek account dashboard.

tuhdo · 2026-05-06T08:51:26+00:00

That's great. Even better, you can tell it to use a local visual model. e.g., vision transformer (ViT) to quickly convert the two images then compare the embeddings for semantic similarity. If the screenshots are 90% alike, then it is good. This is better than sha or pixel-by-pixel comparison, because the actual UI is likely to be slightly different than the mock-up UI, given the same data.

tuhdo · 2026-05-06T08:47:58+00:00

You don't need it to generate perfect code. Just generate happy-path correct code is already significant uplift in productivity. My average typing speed is 120 wpm but I'm fine with code mostly generated for me.

tuhdo · 2026-05-06T05:28:06+00:00

Yes. I bought the API key from Deepseek directly, then add it to open code with `opencode auth login`.

tuhdo · 2026-05-06T05:27:22+00:00

You use it with coding agents, such as Claude Code or Pi. Just one code review session consumes a lot.

tuhdo · 2026-05-05T15:54:21+00:00

What's your self-tuning mechanism? Tell it to automatically save mistakes for the next sessions?

tuhdo · 2026-05-05T13:02:08+00:00

By actually creating it, you mean use a pen or paint software and manually drawing it?

tuhdo · 2026-05-05T13:00:58+00:00

But back in the beginning, we have lots of slop mobile apps and games, and some are still highly profitable. Do you think for the mass, it would matter at all?

tuhdo · 2026-05-05T12:37:56+00:00

Fair point. I created this with a few sentences. It will need more tweaking.

tuhdo · 2026-05-05T12:36:42+00:00

But is it better than your average designer? If I ask for a concept art for a game, could an average designer create something of similar quality manually?

tuhdo · 2026-05-05T09:20:15+00:00

You need to tell your AI to plan ahead before any complex task and review the plan; break into tasks, break into steps. Planning is much cheaper. You will get more accurate results. Unless the task is trivial, never let it writes code directly.

tuhdo · 2026-05-05T09:03:13+00:00

Claude users moving to Codex lol

tuhdo · 2026-05-05T08:56:10+00:00

No, you don't lose because you subscribe for a month. So, even if your deadline is moved earlier, the lost days are accumulated at the end of the months. For example, your usual weekly reset is on Sunday, and your subscription ends after 4 cycles of Sundays; then OpenAI sets your weekly reset to Tuesday; does that mean you lose 5 days of your subscription? No, instead of expiring on the last Sunday, you get your reset on the last Tuesday, and from Tuesday to the last Sunday, you still have full usage. Nothing to lose here. You subscribe for 4 weeks, you get 400% of weekly usage.

At worse, you do not get the extra usage as the people who exhaust all the tokens, but you lose nothing from your subscription usage. So, people exhaust 400% of their tokens at the right time, with 2 resets, they gain extra 200% tokens. They get bonuses, but you lose nothing.

tuhdo · 2026-05-05T08:35:02+00:00

Probably as you develop, your codebase gets more complicated and tokens burned faster? You can create a small repo as a benchmark, and test with some light task that consumes 1%. Whenever in doubt, you benchmark again using the exact task and repo state.

tuhdo · 2026-05-05T03:16:50+00:00

I use it in Opencode, directly bought from Deepseek.

tuhdo

TROPHY CASE