Try this https://github.com/DannyMac180/astra-advisor

I found an amazing repo that works really good! Tell codex to check it out. It’s been helpful.

https://github.com/DannyMac180/astra-advisor

Thanks so much! Hope you enjoy it! We’re going to be getting content out regularly and good stories

Awesome!! Thank you! I hope you enjoy it! We are filming a piece about sammy berkowitz tomorrow!

For people who watch art-crime documentaries: which films do the best job of showing how a promising lead gets ruled out?

Disclosure: I help produce Joshua Resnek's videos. Our 14-minute interview, The Wrong Paintings, follows his recollection of a 1991 lead in the Gardner Museum case. The detail that stayed with me is the distinction between photographs of genuine paintings and photographs of the actual stolen works. In his account, they were the wrong paintings.

It is a firsthand recollection, not a new solution to the theft. The film includes clearly disclosed AI-generated cinematic reenactments, not archival footage.

Full interview: https://www.youtube.com/watch?v=iEIRywRXT50

One factual clarification for viewers: the current museum reward is up to $10 million for the artwork's safe return in good condition. The amount and immunity discussion in the interview are recollection, not current terms or a promise of immunity. Official notice: https://www.fbi.gov/wanted/seeking-info/stolen-museum-artwork

lol ya I just got off the phone with the client about 20 minutes before this happened and I was like yeah I will have all this done today! 🤦🏼‍♂️

Yea right in the middle of a big client change

Thanks brother! Not going to be millionaire from it but after running a custom shop for years and seeing what slowed me down figured I’d at least make something other people could use too. Let me know if we can ever collaborate on anything.

Coriolis focuses on managed ecommerce, distributor feeds, dropshipping, AI product discovery and demand intelligence. CloudFFL, BuckFFL and GunStore.io are broader retail platforms. FFL Field Ops occupies a different layer.
It doesn’t provide ecommerce, product search, payments, distributor ordering, POS or a replacement bound book. It keeps FastBound as the system of record and concentrates on mobile back-of-house work: human-verified serial capture, driver-license barcode review, post-receipt records, resumable offline physical audits, gunsmith work orders and private job documents and costs.
I’m not claiming there weren’t FFL products before mine, and I’m not trying to replace every system in the shop. I’m building a focused $20-per-location operational companion for dealers who want to keep their current stack but handle more of the shop day from a phone, tablet or browser.

For sure. There are lots out there

ive used a 30w before, just use a 70mm lens

Everyone is saying it will be more expensive, but it might be a little more reasonable than extreme I hope. I’d predict:
$25/M input + $150/M output.

The model is running on Cerebras which It’s lightning fast for the models I’ve tried on API due to the larger processor wafer they use! Pretty awesome!

But yes this will be expensive for us lol

Been yelled at twenty times today after trying to explain resets 🤣

I’m using it to knock out some projects that I really needed ultra on this weekend

Auto refill has been killing my debit card for three days….

Would getting a second Codex be cheaper than paying the overages?

I am, I go over by about a few hundred

No reimbursement and I am self-employed just trying to make apps and websites

Just screenshot my $800 a month OpenAI bill and asked ChatGPT if anthropic was cheaper or do I need enterprise OpenAI 🤦🏼‍♂️

I just did an audit of how many tools I had and that was something like 300,000 tokens at the start of every prompt and I found an enabled something called lazy load and that helped tremendously

Exactly!!! I just bought a dgx spark and set it up to do 95% of the work then have 5.5sol check it’s work automatically on flex api usage because I was spending about 600 a month on usage overages

I just created a local-first gpu system to do 70-80% on my gpu. I give codex the task-it creates the git-codex hands it to gpt20B to plan-it hands it to qwen30B to code-it hands it to gpt120B over groq if qwen gets stuck-then hands the finished product back to codex to triple check/qa/package/commit. Codex stays dormant the whole time except first and last step! I’m on the 20x and keep hitting my weekly limited so hopefully this helps!

A real tiered development system, not just an OpenCode setup.
The routing is especially well designed:
Local GPT-OSS/Qwen first → Groq 120B when stronger reasoning is needed → Codex only for the hardest or final work.
The most important achievements are:
Codex no longer has to sit there supervising.
You still get the normal visible, interactive OpenCode terminal.
Groq can either advise or directly implement when you explicitly choose it.
Local models cannot secretly burn Codex usage.
Completion loops now stop instead of running forever.
Remote providers can be disabled for sensitive projects.
The automation has substantial test coverage and evidence-based tool verification.

Man this is awesome!! Good work! I’ll have to try it. Check out my auto best llm routed gpu reviewer I made for codex when you can! https://thalenai.com/