Hello extensive FFMPEG development team,

May I kindly request we further the discussion of this topic?
There is also a message from me in the #ffmpeg-by-example Discord channel
from May 2025, which happens to be nearly the latest post of any kind in
that channel.
As I understand, the other mailing lists here are near-daily active, and I
would be happy to repost this discussion to those, if you advise which.
As I understand, FFMPEG is a video backbone of the entire Internet. This
project discussion seems so very simply to be imperative.
And, once again, I am offering to contribute my services to the existing
extensive FFMPEG software consultant teams that help companies implement
FFMPEG.

Please email. What further information would you ask that I provide?

Warm regards,
David


David Bernat, Ph. D.
Property of Starlight LLC.


On Sat, Jan 3, 2026 at 4:05 PM David Bernat <[email protected]> wrote:

> Is that a question to me, or an ask for clarification?
>
> The pace of algorithms, acceleration, and user interfaces are
> themselves accelerating. More than enough for FFMPEG to engage with my
> emails stretching back two years. Think about how challenging writing good
> filter command lines are using FFMPEG, compared to what is achievable when
> optimization-aware LLMs can generate surface engagement with the FFMPEG
> stack. One would expect a totally new pipeline of prioritization of FFMPEG
> core could develop, as new use cases and case frequencies arise. Not to
> mention the improvements of underlying algorithm engineering itself.
> Nothing FFMPEG lifers don’t already know, but as a chief scientist sort
> these are part of my ten year thinking too. I remember when FFMPEG
> originally dropped in the early days of the web. There is no doubt a new
> “vision roadmap” for FFMPEG with these accelerations in solvers arriving. I
> presume the FFMPEG lifers have a sense for what 2033 goals already feel
> like— why wouldn’t they? [shrug]
>
> I’m just a guy with a degree and non-expertise in their craft. But I can
> tell that with support from FFMPEG my tiny shop could have been making far
> greater utilization of FFMPEG and I am not alone, that is ostensibly a
> metric that drives them. People want fast, easily accessible video.
>
> I hope something comes of this that turns my tiny system into something
> that others see as useful.
>
> I wouldn’t be able to speak smartly beyond this without toe stepping but
> seems obvious to me. Just think about the nightmares of filter creation—
> and how many different answers different forums provide— a standard MCP
> would be big.
>
> Warm regards,
> Bernat
>
> David Bernat, Ph. D.
> Property of Starlight LLC.
>
>
> On Sat, Jan 3, 2026 at 3:21 PM Michael Ivanov <[email protected]> wrote:
>
>> What should happen by 2033?
>>
>> On Sat, Jan 3, 2026, 18:07 David Bernat via Libav-user <
>> [email protected]> wrote:
>>
>>> Hey esteem captains of FFMPEG,
>>>
>>> It is that awful topic every AI wanker (me) wings on about (AI coding).
>>> I am a former chief scientist at AI companies, and have tried reaching out
>>> through many channels over the last two years for mentors to better
>>> understand exactly how FFMPEG wants to take itself into 2033 and beyond. I
>>> am a non-power user audiophile with a background in physics and signal
>>> processing.
>>>
>>> So, I just downloaded OpenCode this week to explore vibe-coding, and
>>> ordered a V100 for $900 to set up an offline on-prem server. I spent a few
>>> hundred hours in 2022 and 2023 building my own FFMPEG wrappers for Python
>>> to produce various podcasts and videos for a YouTube channel. I am probably
>>> your typical non-power user who wants to go that next level.
>>>
>>> An FFMPEG MCP is a unique challenge. Data processing is time consuming,
>>> so any MCP would need to be equipped with extra protections of "explaining
>>> AI" to walk through each and every filter suggested, and "sample AI" to run
>>> these filters on small test clips to confirm each compiles (or video
>>> inspection matches expectation) to run in a typical closed loop creation.
>>>
>>> That is the part that really excites me about joining any project. The
>>> intricate systems of interacting filters is, of course, a defining asset of
>>> FFMPEG and a critical headache for new users. And for power developers on
>>> the FFMPEG team, this kind of critical un-black-box-ify is precisely what
>>> in my experience is powerful to preserve. To learn this over the upcoming
>>> year is to open the door to users (and me) learning to be power developers
>>> nearer to you on the FFMPEG team. It also templates for a large swatch of
>>> other types of code that need MCPs.
>>>
>>> I hope that you will take me under your wing with whatever working group
>>> you know exists.
>>> If this is better suited for a different email discussion list then my
>>> apologies, and if any of you have received emails from me before asking for
>>> contract opportunities you can reach out too.
>>>
>>> It would be *wonderful* to achieve sophisticated designs on par with
>>> TikTok using fast, easy, and efficient LLM interactions with FFMPEG, for
>>> the entire broader developer community. It would unbox FFMPEG for being the
>>> drivers of these platforms themselves, and I am almost certain there are
>>> cognate kids and developers to you all that would love to build that suite
>>> over an upcoming year for their portfolios, job applications, own startups,
>>> and more, starting here.
>>>
>>> Warm regards,
>>> Bernat
>>>
>>> David Bernat, Ph. D.
>>> Property of Starlight LLC.
>>>
>> _______________________________________________
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>>>
>>
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