AI Systems Craft

Where intelligence
meets craft

Frameworks, tools, and thinking for the next era of work. Written by someone building in the trenches every day.

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The hidden cost of chain-of-thought prompts

Reasoning tokens are not free and neither is the latency they add to every call.

Building a 19-agent autonomous org on a free VM

What actually works when you strip budget to zero and keep velocity at 100.

Color theory for AI-generated interfaces

Why warm palettes read as premium in a space dominated by cold grays and electric blues.

On camera and behind it

Full channel

Services

01

AI Content Creation

Articles, carousels, scripts, newsletters, and social content built with multi-agent pipelines trained on your voice. Output at scale that reads like you wrote it yourself.

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02

Brand Film & Video

Cinematic brand content from concept to delivery. Brand films, reels, talking-head shoots, and social video with atmosphere and edge. No stock energy.

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03

Post Production & Editing

Professional colour grading, sound design, motion graphics, and finishing. Your raw footage elevated to broadcast standard. Cut with intention, not just assembly.

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04

Personal Brand & Site

Brand positioning, voice development, and a Ghost CMS site built entirely around your identity. Fast, clean, and yours to own. From blank page to brand presence.

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Suvrajit Roy

AI Systems Builder · Content Creator · Video Producer

Based in India. Building at the intersection of artificial intelligence, brand storytelling, and production craft. Currently running a 19-agent autonomous organisation that handles research, content, design, and deployment. Running daily, without hand-holding.

The work spans AI-powered content systems, personal brand development, editorial strategy, and cinematic video. One throughline across all of it: intelligence applied with intention, not just automation for its own sake.

If it runs on Claude, ships on Ghost, or ends up on a screen, there's a good chance Suv had something to do with it.

19 Autonomous agents running in production, 24/7
3+ Years building AI-first systems and content workflows
0 Outsourced decisions, all built in-house

Brands in the portfolio

Pro Marketer Higgsfield AI The Garrison Pro Marketer Higgsfield AI The Garrison Pro Marketer Higgsfield AI The Garrison Pro Marketer Higgsfield AI The Garrison
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