Swaraj Nalwade

Swaraj Nalwade

Founder, Effort Bloom & Serial Builder

Forums

We pivoted Attrove from AI assistant to developer API. Here’s what it looks like now.

Hey everyone, quick update for those who followed us from the October launch.

Short version: we pivoted. Attrove is now a communication intelligence API for SaaS products and AI agents.

The Breakpoint [2026-02-17] - Rebuilding a backend from scratch using Claude Code

Meow world, welcome back to The Breakpoint, a weekly thread on all things dev tools on Product Hunt.

The latest

Recent dev-first products launched on the site

I built a CRM to fix that leads tracking in telecalling !

Hey everyone,

I ve been working as a developer for a while now, and one thing I kept seeing was how messy telecalling and lead management get once you scale past a few dozen calls a day. Spreadsheets break, follow-ups get forgotten, and tracking campaign performance becomes a manual nightmare.

To solve this for my own projects, I built Effort Bloom.

It s a telecalling-focused CRM designed specifically to:

Records: Structured Data for AI Applications

Why Records?

Mnexium memories are great for capturing facts, preferences, and context from conversations. But many AI applications also need to manage structured business data events on a calendar, deals in a pipeline, contacts in a CRM, tasks on a board, inventory items, support tickets.

Until now, you had two choices: build a separate database and API layer for your structured data, or try to shoehorn everything into unstructured memories. Neither is ideal.

Nika

1d ago

What will the future of studying be like when AI does everything for us?

Today, I came across an article on TechCrunch: The great computer science exodus (and where students are going instead).

It shows that UC campuses saw a drop in computer science enrollment for the first time since the dot-com crash (6% in 2025, 3% in 2024), but students are shifting to AI-focused programs.

Moving from "Spreadsheet Hell" to Real-Time Sales Analytics 🚀

Hi Product Hunt community!

I m currently building Effort Bloom, and during my research, I noticed a recurring theme for many small-to-medium sales teams: The Spreadsheet Trap.

Meet-Tingp/meet-tingDan Bulteel

6d ago

Will Marketing Be The Most Important Future Hire? (Long Read)

This post is actually inspired by a tweet from @sandradjajic + an update here on PH from @chrismessina.

A few days ago I saw this: