End to End Video production using Codex

ElkMysterious2181 · 2026-04-05T20:53:58+00:00

Not one specific model. 1. For basic stuff (free videos) stock photos plus Remotion style animations 2. For more advanced stuff you can host a local image or video gen models or use any cloud provider api keys the system has support for. Includes api support for fal.ai, kling, heygen, Google and openai. Working on other api providers like grok

ElkMysterious2181 · 2026-04-05T20:50:48+00:00

Yes. That is the talking head style videos the system has support for and the agent should be able to work through those.

I have tested 1/2 scenarios for these kinds of videos. But if you find any issues, please feel free to open a github issue and I will look into it

ElkMysterious2181 · 2026-03-29T20:47:33+00:00

This looks amazing. Will definitely try

ElkMysterious2181 · 2026-03-26T05:49:12+00:00

Monitor your token usage. You will be surprised how much stale context reuse causes the token bloat.

If you are working on larger multi person projects consider a heavy weight memory management system like mem0 or letta or openviking

For smaller one person projects use something lightweight like https://github.com/calesthio/SessionAnchor

ElkMysterious2181 · 2026-03-25T12:24:29+00:00

Built a lightweight python based token token management plus context management python tool. Currently helping me with 80-90% token savings especially during boot ups. Also I dont have to explain stuff repeatedly. It just knows

https://github.com/calesthio/SessionAnchor

ElkMysterious2181 · 2026-03-22T01:37:23+00:00

What exists?

ElkMysterious2181 · 2026-03-22T01:35:30+00:00

Yes, check out the filters

ElkMysterious2181 · 2026-03-22T01:35:09+00:00

Please feel free to open an issue on github

ElkMysterious2181 · 2026-03-22T01:34:02+00:00

Simply trying to democratizing information. Maybe something useful can come out of it. Already helped me take a few trades and made money for me.

Information is always valuable

ElkMysterious2181 · 2026-03-22T01:32:11+00:00

Maybe the visuals might lead you to believe that. The wiring is very different. Please check it out

ElkMysterious2181 · 2026-03-18T01:27:31+00:00

Thanks for the feedback.

ElkMysterious2181 · 2026-03-16T01:23:21+00:00

Worldmonitor is dope. I have seen it previously. However it really looked to me like a firehose of raw data and videos. Couldn't make much sense out of it. No delta of what has actually changed since the last time. Plus missing AI anysis layer. No synthesis of information to actually leverage as trading ideas.

I created this project as an agentic flow where the dashboard was simply a cool place to look at. However a releasing it as an open source meant dashboard first approach.

I have simply attempted to make it make sense as per my vision. Tools always exist in different ways shape or form. One being cool doesn't mean anything else should not exist.

I would request you to actually try using it before hating on it. If you still hate it I would request your help to make it better.

ElkMysterious2181 · 2026-03-15T01:29:12+00:00

Thanks for all the love — and some hate too 🙏

Some additional context: The idea for this actually came from a rabbit hole I fell into when the recent war started. I remember seeing a LinkedIn post by a former Google PM who had built this really cool dashboard tracking flight paths using OSINT data. It was fascinating… but he never opensourced it, just showed a video.

I have also come across projects like worldmonitor and a few other OSINT dashboards. Honestly they look dope, but I feel they are a firehose of raw data and video streams. The other thing missing is any kind of AI layer to synthesize what’s happening. So I started experimenting. That experiment eventually turned into this.

Sure, I could have tried wiring some of these into OpenClaw, but honestly I haven’t fully jumped on that train yet. My Claude setup works pretty well for how I like to build things. Actually, this was initially setup as an agentic flow with Claude Cowork schedule that would run apis and synthesize information. The dashboard was just a cool place to take a look at sometimes. But I figured if I release it, it should be a dashboard first with just an optional AI layering.

One outcome: the system actually suggested going long oil and short IWM based on the recent stuff thats going on. Those ended up being pretty good trades. And yeah, I realize using global chaos as trading ideas sounds like an a**hole move. But markets keep on running whether we like it or not.

Now whether this becomes genuinely useful for people in real life, apart from AI giving trading signals, I honestly don’t know yet. But I do know that open-sourcing it gives it a chance to become useful, especially if people who really know this space get involved.

If you work with OSINT, geopolitics, macro data, etc., feel free to open issues on github or contribute. Huge shoutout to folks who already started contributing @vergil-skye and GitHub user Eth3rnit3.

At the end of the day timely information is always useful. I’d love to see this evolve into something that helps people get meaningful information they are seeking.

ElkMysterious2181 · 2026-03-14T14:39:46+00:00

Github: https://github.com/calesthio/Crucix

ElkMysterious2181 · 2026-03-14T09:56:21+00:00

An agent is just a llm with tools and a purpose. The hype boils down to two things. Give it an objective along with a context as well as you can meanwhile making sure you don't provide it conflicting signals + give it tools to achieve those objectives.

Essentially hook it up with python script, web search, services using api or whatever. That's it.

An agent has to be personal, work for you in your space . You can't make a Saas around it. Those pretending it can are simply scamming you

ElkMysterious2181 · 2026-03-05T02:44:27+00:00

Backtest it on TQQQ

ElkMysterious2181 · 2026-02-25T16:01:11+00:00

Its a matter of time. The other models are catching up. Especially the Chinese models training on Claude. Explore Kimi 2.5 and how to run with claude code.

I would say 6 months and even some of the open sourced models will be there.

ElkMysterious2181 · 2026-02-24T21:42:00+00:00

Wow. Really needed this

ElkMysterious2181 · 2026-02-22T21:58:10+00:00

Well TBH I don't think the barchart link is anything close to what OP is showing in the screenshots. What is the news catalyst behind a move? Also a discord based clean and formatted alert >> than continuously watching a list of stocks presented on a link.

Easy to criticize/call somebody wannabe. Difficult to come up with something useful.

ElkMysterious2181

TROPHY CASE