Writing Automated Lead Enrichment Workflow: From Raw Leads to Reliable CRM Data A new lead enters your CRM with just a name, an email address, and a company. Your sales team still needs to find the person's role, identify the company, validate t...

AI agents are getting surprisingly good at writing code. But here's the problem I've been running into: Writing the code isn't always the hard part. The hard part starts when the agent needs to actually do something with it. Update the database. R...

From big ideas to daily plans, I realized I was seeking AI validation for literally everything. I’ve noticed something lately, and honestly, it’s a bit scary. AI has become more than just a tool for me; it’s become a "mentor" I never asked for. Whe...

Not a productivity hack. Not another note-taking app. Something that actually fits how a restless brain works. The idea was there. Clear as anything. And then it was gone. Not half-forgotten. Not fuzzy. Gone. Like it was never there in the first pla...

I Disappeared for 15 Days… Because I Was Building This Chrome Extension For the past couple of weeks, I completely stopped posting about LeadIt. Not because I quit. Not because the project died. But because I hit one of the most frustrating probl...

A few days ago I shared the architecture flow diagram of my SaaS project, LeadIt. After that, I also shared a post explaining the core backend components I built — things like the company search API, the analysis engine, lead scoring logic, and the...

Full Blog: 1 Two days ago I shared the architecture flow diagram of my SaaS project LeadIt. Over the last couple of days, I started turning that architecture into real working modules. Here’s what I built: • Company Search API connected with Supab...