Just recorded a full breakdown of my AI B-Roll process
in this video i cover:
- what i use to prompt each scene
- fully trasnparent look at my iteration process
- different style keywords (ready to be copy & pasted)
- the trick to make AI footage look real
comment 'PROCESS' + RT and i'll send it over (must be following so i can dm)
Tiktok organic + affiliate sweep offers = easiest way to make $7k/week
its so simple but people just dont have the right guidance
so I made a free guide for you guys so you can print $20k/months
Just comment "sweeps" and retweet and ill send it over (must follow for auto dm)
Most AI failures arenβt model failures β theyβre system failures.
Context drifts. Agents execute before verification. Memory fragments. Risky actions skip checkpoints.
Reliability-first > model-only.
AI failures are often harness failures, not model failures.
Context drift. Verification gaps. Messy memory. Missing guardrails.
Weβre building reliability-first systems and sharing field notes from real deployment work.
Visual breakdown:
https://t.co/evWrvHXvV7