Rushikesh Bhosale

Full-stack dev & product builder | Pune 🇮🇳 | Turning ideas into production SaaS with React, Node.js & AI automation | Building in public 🚀

[Rushikesh Bhosale @it_rushikesh]

Lesson: Never underestimate an edge case in payment flows.

On https://t.co/Tn4xPmXzEU, we implemented resumable checkouts with signed resume tokens. Result: zero lost transactions.

Every edge handled, every webhook secured.

#TechTalks #BackendEngineering

[Rushikesh Bhosale @it_rushikesh]

Trending: Constraint Decay in LLM Agents. Garbage in, garbage grounded. If your RAG chatbot hallucinates, it's not fine-tuning—it's retrieval quality. Chunk well, retrieve smartly. #RAG #LLM

[Rushikesh Bhosale @it_rushikesh]

Founders: what manual task is quietly eating your week?

Data entry. Follow-up emails. Reporting. Onboarding. Invoicing.

Reply with your biggest time-suck and I'll tell you if (and how) it can be automated.

No pitch. Just free audits for the first 20 replies. 👇

[Rushikesh Bhosale @it_rushikesh]

@alexabelonix Thanks, Alexa! 🙌 Curious what stack you're running for your AI sales SaaS — always looking to compare notes on cost-efficient setups.

[Rushikesh Bhosale @it_rushikesh]

Always-on AI is a money leak.

Tip: Split tasks into cheap-triage (rules-based) and expensive-generate (LLM).

Example: Use simple keyword checks for initial input filtering, only trigger full LLM generation when necessary.

#LLM #CostOptimization

[Rushikesh Bhosale @it_rushikesh]

Building Farovu solo taught me: When you own DB schema to pixels, you cut through the fluff. Direct paths, no handoffs. But it's a double-edged sword.

What's your take on solo full-stack ownership? #FullStack #Development

[Rushikesh Bhosale @it_rushikesh]

@Hritikcode_ @X Let's connect

[Rushikesh Bhosale @it_rushikesh]

@Jhadryws Let's connect

[Rushikesh Bhosale @it_rushikesh]

@MR_PI314156 Hey let's connect

[Rushikesh Bhosale @it_rushikesh]

@Jamesfrank55n Hey, instead of hiring for all these roles separately, I can build AI agents that automate most of them. From document processing and virtual assistance to social media posting, AI can handle the repetitive work with little to no manual effort. If you're open to it

[Rushikesh Bhosale @it_rushikesh]

@do5756688 Check dm

[Rushikesh Bhosale @it_rushikesh]

@Choco_Supe Intersted

[Rushikesh Bhosale @it_rushikesh]

@xythonix Intersted

[Rushikesh Bhosale @it_rushikesh]

@Priyanshu291708 Let's connect

[Rushikesh Bhosale @it_rushikesh]

@Im_pritam18 Let's connect

[Rushikesh Bhosale @it_rushikesh]

Always-on AI is a money leak. Full LLM generation on every input scales cost with volume, not usage. Deferred drafting + cheap-triage/expensive-generate splits are your friends. Optimize or pay the price. #AI #CostOptimization

[Rushikesh Bhosale @it_rushikesh]

The push for 'always-on' AI is a money leak. Full generation on every input scales cost with volume, not usage. Time to get serious about deferred drafting, cheap-triage/expensive-generate splits, and caching.
#LLM #AIoptimization

[Rushikesh Bhosale @it_rushikesh]

@insanekrishnaa Interested

[Rushikesh Bhosale @it_rushikesh]

If your AI agent can't handle failures gracefully, it's not production-ready.

The clever parts are never the problem. It's the messy failure handling that breaks in real-world scenarios.

Build robust, anticipate the unexpected. #AI #ProductBuilding

[Rushikesh Bhosale @it_rushikesh]

Building Farovu solo, I realized that full-stack ownership means you're both the architect and the debugger. A bug in the REST API delayed a feature launch by a week. Lesson: When you own it all, each decision is critical.
#FullStack #Building