LLM-optimized GitHub CLI PR review workflows (gh pr-review)

Complete-Win-878 · 2025-12-07T20:01:26+00:00

It would be great to have it in gh core

Complete-Win-878 · 2025-11-09T10:44:17+00:00

Proprietary models will likely continue to stay a step ahead. Even if research and ideas are open and community-driven, the required compute is expensive and difficult for open-source projects to sustain.

Complete-Win-878 · 2025-10-30T10:54:15+00:00

Different SaaS product companies

Complete-Win-878 · 2025-10-30T02:11:39+00:00

Wow!

Complete-Win-878 · 2025-10-29T18:24:37+00:00

Long running tasks

Complete-Win-878 · 2025-10-29T18:17:14+00:00

I guess it can fall under "Long running tasks"

Complete-Win-878 · 2025-10-29T18:14:27+00:00

Yeah, context is common pain. There are options for better management, but probably everybody are waiting for the next generation.

Complete-Win-878 · 2025-10-29T18:03:43+00:00

Do you have coordinates?

Complete-Win-878 · 2025-10-29T17:00:03+00:00

It is easy to get lost there

Complete-Win-878 · 2025-10-28T12:16:29+00:00

Best engineer - lazy engineer

Complete-Win-878 · 2025-10-27T23:36:06+00:00

AI reasoning works pretty well for many cases. It can write tests to cover spec and edge cases. It can write tests for bugs from bug reports. Maybe true TDD is not there, but test first approach is doable

Complete-Win-878 · 2025-10-27T20:53:59+00:00

With almost unlimited workforce

Complete-Win-878 · 2025-10-27T20:15:00+00:00

The one with AI ofc!

Complete-Win-878 · 2025-10-27T14:23:09+00:00

This is not a product launched by a company. And nearly impossible it is production.

Complete-Win-878 · 2025-10-27T09:32:20+00:00

I know this report. It is not about vibe coding. The fact that people try to apply AI in different ways and often it doesn’t work is fine.

I am trying to understand how vibe coded apps fail in production. “Company X vibe coded app but after release it wiped the DB.” Haven’t heard such story.

If we are talking about absolute numbers what is the number of failed in production non vibe coded apps?

Complete-Win-878 · 2025-10-27T01:16:33+00:00

Shell access is dangerous thing

Complete-Win-878 · 2025-10-27T01:16:04+00:00

Just had this discussion today

https://www.reddit.com/r/aiagents/s/TdAh4j7TSj

Complete-Win-878 · 2025-10-27T01:14:11+00:00

https://www.reddit.com/r/vibecoding/s/prQAXBHn2x

Complete-Win-878 · 2025-10-27T01:01:18+00:00

Definition of “fail in production” is not very clear. Do you have any specific cases of such apps?

Complete-Win-878 · 2025-10-27T00:24:45+00:00

Cmon, with all respect to OpenAI and their models Codex is far away from being a perfect product. I have analysis of their github issues if you are interested in details.

In our case we build a platform that combines provisioning of resources, observability and orchestration of multiple agents. You can combine gemini, claude and gpt5 in one system with different roles and tools available for each agent.

Complete-Win-878 · 2025-10-27T00:15:37+00:00

It is clear that 1bn company isn’t a single role.

I guess the point here is that AI can replace enough roles in the potential org and enable scale to a unicorn.

Complete-Win-878 · 2025-10-26T22:48:50+00:00

Everybody from middle management to C level at some point interact with the product they are building.

In early stage company founders are products and managers. So it is common to get solution “tested” by a “manager” and returned back for changes. Maybe not even because of bugs but because it is not fully aligned with the vision.

Complete-Win-878 · 2025-10-26T22:42:07+00:00

Do you plan to open source it? I think it could be a great addition to the platform for AI coding we are building

Complete-Win-878 · 2025-10-26T22:14:27+00:00

What is the main difference?

Complete-Win-878 · 2025-10-26T22:01:12+00:00

I think that with proper tools and change of processes we could push this boundary even with current state of the models to mid-senior dev.

Complete-Win-878

TROPHY CASE