Building an Agentic Video Editor for Mass Consumer - Ekaterina Deyneka, Reelful

AI Engineer12m 45s
Ekaterina Deyneka in lavender beside the headline How Agentic Video Editing Works.
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    Ekaterina Deyneka defines agentic video editing as a workflow where users provide media and intent, then an agent selects momentsWorkflow automation uses software or AI to complete a connected sequence of routine steps with less manual effort., removes weak footage, adds captions or supporting media, and returns a ready to share composition. Editing real footage is harder than generating from a blank canvas because the agent must preserve the best available moments while working around incomplete inputs.

    Ekaterina Deyneka describes a pipeline that first understands and transcribes media, then proposes a creative plan for user approvalHuman judgment in AI is the accountable interpretation and decision-making people contribute when setting goals, evaluating evidence, and managing consequences.. After approval, an agent works inside a remote sandbox with editing skillsAn AI agent skill is a reusable package of instructions, resources, and tool guidance for performing a bounded kind of work. such as cut rules, font pairings, music, voiceover, sound, and image animation.

    Ekaterina Deyneka explains that the agent creates the final composition as React codeAI-generated code is software source or configuration produced substantially by an AI model from prompts, context, examples, or tool feedback. with Remotion, then a verification layer checks that the structure is clean and renderableAgent completion verification checks evidence that an agent achieved the requested outcome rather than merely producing intermediate work. before retrying failures. Reelful makes the system approachable through a mobile first interface, directional templates, and a familiar editor for small manual adjustments.

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    Video topic coverage

    • Agents & workflows100
    • Coding & tools75
    • Models & learning25
    • Infrastructure & compute25
    • Research & evaluation25
    • Safety & security10
    • Business & productivity25
    • Creative & media100
    • Robotics & perception0
    • Society & policy0

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    Ekaterina Deyneka in lavender beside the headline How Agentic Video Editing Works. With WWW.ARTIFICIAL-INTELLIGENCE.VIDEO, 18 August 2026 and duration 12m 45s.

    Ekaterina Deyneka breaks agentic video editing into media understanding, planning, sandboxed tool use, code based composition, and automated verification for consumer friendly results.