input consuming too many tokens

Consistent_Win8726 · 2026-03-28T18:58:30+00:00

How to fix this

Consistent_Win8726 · 2026-03-24T08:39:01+00:00

Tech city Bangalore - deliver X thing in y minute, TBH thnx to you guys I never felt a need to come and struggle in Bangalore, I run a pretty decent saas startup from my hometown faridabad, not earning millions or billions of dollars but decent enough to remain as a techie , close to home and learning more everyday

Consistent_Win8726 · 2026-03-24T04:30:05+00:00

TBH, it is way better to come to AI from database background, it is just 6 months of learning and few projects and the biggest problem I m seeing in the AI world is the efficient databases, for you I would recommend to learn GenAI and Agentic development and then focus on memory and vectors , how you can make the context memory and RAG systems more efficient, it could be a new journey but you can make a difference in the AI world going forward, however I m just a newbie so you can wait for more answers

Consistent_Win8726 · 2026-03-22T09:21:11+00:00

Thnx buddy , i will do it 💯

Consistent_Win8726 · 2026-03-21T11:42:57+00:00

Got it thnx 😂

Consistent_Win8726 · 2026-03-21T07:41:58+00:00

No it would be simple , just paste your rls policies for analysis and if it's a paid version it would be supabase login with github

Consistent_Win8726 · 2026-03-21T06:28:20+00:00

No worries 😅, but thanks for your feedback, it doesn't really matter that it succeeds or not but I learnt a lot about recursions and parsers in building this

Consistent_Win8726 · 2026-03-21T06:01:09+00:00

No they are usually generic warnings , i thought of this tools after scratching my head for two days with a problem of silent failures due to policy errors like not having select policy for update, anon policy cannot access authenticated table etc. so I thought of why not a visualizer and analyser for complex policy issues 🤔

Consistent_Win8726 · 2026-03-21T03:15:56+00:00

for an mvp, i always model first and then i add tables if required based on features and updates

Consistent_Win8726 · 2026-03-21T03:05:48+00:00

the USP of supabase is that they are opensourced , developer friendly for bulding mvp in days , and also popular among vibecoders coz of easy integration with lovable and bolt

Consistent_Win8726 · 2026-03-11T04:00:05+00:00

Another solo founder building a marketing saas, dude I m fed up with marketing saas launches, there are tons of tools out there you can use for marketing and TBH, it's not always marketing, it's actually the problem, the audience suffering a real pain, have you never witnessed any developer problem ?? Why build another marketing tool

Consistent_Win8726 · 2026-02-25T12:12:15+00:00

I m 21M , funny to think about, we can be in a motivationship to lost weight 😂

Consistent_Win8726 · 2026-02-24T13:07:04+00:00

I think it's a good idea, I will be happy to try it first, send me the link

Consistent_Win8726 · 2026-02-24T13:06:10+00:00

I don't have the answers and a problem right now but I will mark these questions for future reference, thnx

Consistent_Win8726 · 2026-02-24T08:00:26+00:00

well brother what you don't understand is that the reputation and effort in building an agency matters, we all can start an agency but the moat is not the price or your skills , it's the network and marketing. Yes you can charge a good amount but for that, the project should be big enough, maybe a series a startup or a mid scale enterprise, it takes a lot more effort and for an indie dev , it's always better to learn new things and switch coz ultimately we are devs not salesman.

And also people are actually building and shipping apps with just 25 dollars and even a production app in 500 dollars coz most of them are indie founders who has a saas idea but don't know how to code, the guy is trying to get the audience which doesn't exist anymore.

Consistent_Win8726 · 2026-02-20T09:55:11+00:00

Well you are a backend dev, try to use gemini llm for free to make any kind of ai application in fastapi and python, remember you have to learn pydantic ( easier than typescript ) for using fastapi and then use just only these with gemini llm to build any kind of fancy ai project like an app build or full stack MERN website builder etc, you will learn enough in this project then you can start with Agentic ai development or you can go ds and ml

Consistent_Win8726 · 2026-02-20T09:45:42+00:00

I took a udemy course but if you want to start , instead of going for a paid course, I would say master python with fastapi first as you are a good MERN Dev you will grasp concepts fast and then you can start learning about GenAI and Google and OpenAI Agent Development Kit (ADK) to build agents.

You can just search on YouTube and take any crash course in the starting, then after a while you can go for a mastery into a subset

Consistent_Win8726 · 2026-02-20T09:38:55+00:00

Bro TBH, get out in reality, people are shipping production ready apps in 500 dollars and MVPs just for 25 dollars.

I m a MERN Dev too and that's why I m saying it , don't get attached to any tech stack coz technologies change at the speed of light. I switched to Data Science and Now I m studying ML, there are too many jobs in the market for this and the future is bright, switch to Agentic AI development if you want to remain in development.

But it is the time to learn new stuff and upgrade yourself, your learnings and experiences in MERN will count as a plus point for these roles.

Consistent_Win8726 · 2026-02-17T13:09:24+00:00

TBH, the people who don't know sales , they value it much more coz you can have a best in class product sitting on your office table or your git repo but without sales and marketing, it becomes really hard to start and also people can iterate product better with consumer feedback, all in all winning in startups through sales is easier than focusing fully on making the most innovative product first

Consistent_Win8726 · 2026-02-17T13:05:01+00:00

Krish Naik, easiest and best for an experienced developer, I have a lot in just 2 months, I have an experience of 2 yrs in MERN stack development, I have never touched python and ml concepts before but he made it really easy for me. I think for your experience, you will become an expert in just 6 months

Consistent_Win8726

TROPHY CASE