Agent Memory
Your AI Agent Loses Its Work the Moment Its Memory Fills Up
You hand a long media job to an AI agent and walk away. Cut the footage, color it to brand, reframe it for three channel
AI Agent Infrastructure
Founder POV
When Your Top User Is a Machine, Your Media API Is a Different Product
For years the main caller of your media API was a person. They opened a screen, uploaded a file, dragged a slider, and c
AI Agent Infrastructure
Your AI Pipeline Breaks Where One Agent Hands Off to the Next
You wire up a media pipeline out of AI agents. One agent transcribes and pulls the highlights, another reframes the foot
Brand Consistency
Your AI Agents Forget Your Brand Between Every Turn. Here Is Why.
You point a chain of AI agents at your media and the work comes back almost right. One pass nudges the blue a shade off.
Media Architecture
How to Design a Media Pipeline an AI Agent Can Actually Run
You want an AI agent to run your media work end to end. A brief comes in, and the pipeline reframes it for every channel
Governance
When an Agent Edits on Your Behalf, Who's Accountable?
A standard audit log makes one quiet assumption: one identity per action. One person clicked, at one time, and the row i
AI Agent Infrastructure
AI Agent Identity Governance: Verifying the Delegation Chain
Your legal team flags an AI-edited image. The agent ran correctly, the OBO (on-behalf-of) token was valid, and the C2PA
Brand Consistency
How to Keep Your Brand Steady When a Chain of AI Agents Edits Your Media
You have probably seen this failure. A chain of AI agents edits your media, and across twenty turns the brand quietly wa
AI Agent Infrastructure
How Do You Know if Your AI Agent's Work Is Actually Any Good?
Your agent finishes a batch overnight. A hundred thumbnails, a stack of vertical cutdowns, captions on every clip. You o
Media SDK
No-Code Media Tools: The Wall, the Workaround, and the Fix
No-code media tools are creator tools built for one human editing inside the vendor's UI, and that design intent is
Governance
From AI Output to Approved Asset: The Three Gates Every Media Workflow Needs
A modern model can turn a brief into a thousand finished-looking assets in an hour. Crops, captions, reframed videos, lo
AI Agent Infrastructure
Your AI Pipeline Ships in Seconds. The Correction Takes Three Days.
Your AI generation pipeline runs in seconds. A model takes a brief and returns an image, a video, a caption, and the cos