I test what AI can actually do.
AI agents, automation, websites, content, video, business ideas and professional workflows — tested in real situations and documented honestly.
Built and documented by Pranjit Deka
The one that started the Lab
Can AI Help Build a Professional Website From Scratch?
I tested whether AI-assisted tools could take a website from idea to a polished, deployable result without following a traditional designer-to-developer workflow.
Yes — AI can dramatically accelerate the process, but the final quality still depends on human judgment, iteration and technical validation.
Latest Experiments
Can an AI Agent Help Run a Real Job Search?
I built a private AI career agent to help manage a real senior-level job search — analyzing opportunities, tracking applications, identifying relevant contacts, preparing outreach and organizing the workflow without handing full control over to automation.
Useful — especially for research, organization and preparation — but the strongest workflow still keeps important career decisions and LinkedIn actions under human control.
Can AI Create a Consistent Virtual Influencer?
I tested whether current AI image-generation tools could maintain the same believable virtual person across different poses, outfits, locations and content sessions.
Yes — but consistency does not happen automatically. Reliable results required a strong identity reference, tightly controlled prompts and deliberate continuity rules across every generation.
Can AI Help Build a Professional Website From Scratch?
I tested whether AI-assisted tools could take a website from idea to a polished, deployable result without following a traditional designer-to-developer workflow.
Yes — AI can dramatically accelerate the process, but the final quality still depends on human judgment, iteration and technical validation.
How the Lab Works
What should AI theoretically be able to do?
How was it actually implemented?
What happened in real-world use?
Was AI actually worth using?
Who's Behind the Lab?
I'm Pranjit Deka. Every experiment here is something I actually ran — built with my own hands, tested on real work, and written up with the results, the costs and the failures left in.
No anonymous AI-generated content. No tool rankings. Just a person, a hypothesis and an honest verdict.
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