Rishit Butola

I’m Rishit. I build software and CRMs for businesses that are done with messy systems. Most businesses don’t have a tech problem. They have a systems problem. Too many tools. Disconnected workflows. Nothing talks to each other. So things slow down, break, and scaling becomes messy. I don’t just build products. I build systems that actually work together. Clean backend. Clear workflows. No unnecessary complexity. This is what I’ll be sharing here: – how I approach building systems – what actually works in real projects – where most setups quietly fail If you're building something serious and want it done properly, do reach out.

@BenjaminDEKR What about ai and blender??

It feels like we're very close to cracking AI-CAD.

People think AI is helping them work faster. What’s actually happening is entire workflows disappearing. Not 10% better. Not incremental. Whole roles compressed into one prompt. If you’re still optimizing tasks, you’re already behind.

Everyone talks about big wins. Nobody talks about the random Tuesday where you showed up with zero motivation. What did you do today that you didn’t feel like doing?

@ideaordie What is this even doing

Play PARTICLE ORACLE! See if you can achieve a high energy fusion reaction!

@DeRonin_ Will watch for sure

I automated my content engine and 2 hrs/day dropped to 10 min [ what’s new in v2 ]: - 9 platforms scraped while I sleep → 2,000+ topics/day - a 5-signal scoring brain that filters down to the 10 that matter - voice DNA writer.. same tone, different structure every time - a self-learning loop that remembers every approve and decline - profile DNA — knows exactly what goes viral on MY account v1 was a brain with no body v2 has eyes, a filter, and memory + fully automated Here’s how to build it step-by-step ↓ [ The architecture]: /content-engine ├── scrapers/ (9 platform scrapers) ├── extension/ (chrome ext for X, linkedin, reddit) ├── ai/ │ ├── ranker.py (5-signal scoring brain) │ ├── content_writer.py (voice DNA + structures) │ ├── profile_analyzer.py (your positioning DNA) │ └── sentiment_analyzer.py ├── publisher/ (export + time slot scheduling) ├── gui/dashboard.py (streamlit command center) ├── ingest_server.py (local server on localhost) └── data/content_engine.db (everything stored locally) let me walk you through each layer ↓ LAYER 1: Research engine 9 sources scanned 24/7 (X, reddit, YT, HN, github, trends + chrome ext for reddit and linkedin) every post you scroll past gets tagged and stored locally LAYER 2: Scoring brain every topic scored on 5 signals: - freshness (0.20) - velocity (0.25) - virality (0.25) - relevance (0.20) - uniqueness (0.10) velocity 8+ → forced min score of 7. catches late bloomers that suddenly explode 2,000 topics → top 10 ranked LAYER 3: Voice DNA writer not one structure every time. system picks the format: - short take - tactical playbook - QT contrast - contrarian - resource drop - proof post a voice guardian auto-rewrites anything that fails: lowercase ratio, no hashtags, no corporate words LAYER 4: Dashboard Streamlit dark theme. 5 tabs review queue = tinder for content. swipe approve, swipe decline LAYER 5: Publishing no auto-posting. zero account risk approve → pick a slot (8am / 12pm / 5pm) → exports a .txt → copy / paste / post also auto-drafts a linkedin version of every approved tweet LAYER 6: Self-learning loop every click logged. weekly the system embeds your decline notes and re-tunes the scoring brain month 1: you approve 30% month 3: 70% pre-filtered month 6: 10 min/day LAYER 7: Profile DNA analyzes your past tweets. tells you exactly which pillars, formats, and hooks perform best on YOUR account the scoring brain uses it to prioritize what already works for you daily run: open dashboard → 10 min reviewing → post 3x → close total cost: ~$15/month everything else: local, sqlite, no cloud, no subscription unfortunately I couldn’t paste in long-form format initial description which was made before but if this hits 2,000 likes I drop the full build guide with every prompt you need to ship it in claude code reply "ENGINE" + RT and I'll DM you access to test it (follow me first so I can write) save this so you don't lose it

The days you don’t feel like it decide everything.

@Cobratate The exit is visible once the mind is free.

The cage is real. The exit exists. Whether you leave it is up to you. jointherealworld.com

@Ayussheth @claudeai So much better then windows co pilot key, at least it's gonna be used.

We got @claudeai keys.

Clicks are easy. Keeping people is hard. Your website defines how people see your business. At LS Optimaize, we build immersive sites that hold attention and convert. @lsoptimaize

There are people in business you network with. And then there are people you can just call. No context needed. No explaining the backstory. No performing like you have it figured out. You just talk. And they get it. Completely. That's brotherhood. And honestly it is the most underrated thing in business. The right strategy can be learned. The right skills can be built. But the right person in your corner who just gets it without explanation? That's rare. That's irreplaceable. If you have that, protect it like it's your most valuable asset. Because it genuinely is.

@LeilaHormozi Sometimes people have a lot of ego and don't kick them because they hired them and don't wanna be wrong and due to that , which sometimes ends up costing more.

The two most expensive decisions a leader can make: Hiring the wrong person. Keeping them.

@chetaslua @sama Is gpt 5.5 as goodnas the claims are ?

HOLLLLY SHIIIIIT 😳 GPT 5.5 xhigh in codex made this paper physics website with wind effect one shot check the physics , ui and interaction @sama you guys cooked and this is my first time i can suggest chatgpt is go to ai solution for everything

Sometimes moving forward isn’t about doing more it’s about letting go of what’s holding you back growth always costs something.

@trikcode People don't realise any working laptop is all it takes to print money

Developers buy a $4000 computer to make apps that return $0

GPT 5.5 just dropped from OpenAI, better at coding, real computer use, and actual research workflows. Meanwhile DeepSeek is pushing V4. This isn’t “AI getting better.” This is the stack being rewritten in real time. If you’re still treating AI like a side tool, you’re already behind.

@nateherk Very insightful information, but I feel claude would still pull ahead.

Met a millionaire today. Someone quietly building what I believe is the next massive wave in biotech. I asked him how he got there. He didn't talk about hustle or timing or luck. He talked about energy. The frequency you operate at. Where you direct it. He said when you're truly aligned, you don't feel like you're grinding toward a goal. You look up one day and realize you've already arrived.

@AlexHormozi It's better doing what has to be done regardless of whatever anyone says, leave them and move ahead.

Haters are a fixed cost of life. If you do anything, people will criticize you. If you do nothing, people will criticize you. So you might as well do something you love enough to be hated for.

@Cobratate Top G as always

GM.

Would love to see everyone's most creative websites built. Do drop your links in the comments so everyone can check it out.