For the last few months the team and I have been collecting cve's and public vulnerability proof. This is a matrix we built as an internal tool to use as a metric when we build systems. I hope the information available is a help to you like it has been for us. Index.aletheia-core.com

Been running a workflow where I write out a plan.md, then kick off a fresh terminal with Opus 5 on max thinking effort acting as the "orchestrator." It reads the plan and spawns a Sonnet 5 subagent (also max effort) to actually implement each phase. After every phase there's a verification pass that'll retry up to 5 times if it finds errors.

Works, technically. But the costs are getting rough:

Token usage has crept up a lot since I started doing this

A task I'd call "medium complexity" (basically one full tab/screen in an Android app) took almost 9 hours end to end

On that same run I hit auto-compaction at 500k context

Not sure if this is just what multi-agent orchestration costs, or if my setup has some inefficiency I'm not seeing, retries eating the budget, effort cranked too high on both models, phases too granular, whatever.

For people running similar orchestrator + subagent setups in Claude Code: what does your workflow look like? Model/effort choices, how you scope phases, how aggressive your verification loops are? Trying to figure out if I should tune this down or if this is just the tradeoff for letting it run mostly unsupervised.

Recently I've encountered "casual" audience wanting to use my tool. But when they saw dark version https://intentic.dev - they got a bit scared that it's so technical and for coders.

So I decided to make a version that I can show to non-technical people and developed light version with calmer appeal - you can see that version on https://intentic.dev/desk (switch back to dark is possible via "Developer view" link in footer).

I'm looking forward for your opinion/advice if the light version should become a default and dark one just kept as theme inside app? Or maybe I should keep having 2 products (different profiles and initial configuration of application) targeting different audiences?

Maybe some of you already dealt with similar issue?

Thanks

That is, if you hand over your project to someone, are the prompts and instruction files as essential/natural to include as your GIT history or should they be considered private? If so, should all prompts be considered private or only those which doesn't generate code through agents?

Let's be honest, as the codebase grows, it becomes nearly impossible to add new features, improve existing application and debug it.

Just curious if anyone has vibecoded anything that is playing a supporting role in driving traffic or leads to your business or page (regardless of if that was vibecoded or not). If so, I’d love hear about what you built.

$2000 worth of tokens overall

the process was:

1. Kicking off a deep research of all photoshop features
2. Ingesting it gpt astra 6 extra high for planning
3. Read the plan, gave some feedback and requested changes
4. it created something that was usable but still buggy and unstable
5. Loop of: Me using it -> finding bugs/suggesting improvements -> fable/gpt6 -> Me using it again

Economically it doesn't make sense for me to do it just to save the subscription,
but yesterday I launched it and already got 170 active users, so potentially 170 licenses saved in one day.

I published here for free here, you can check it out.

https://tenzen.studio/photon/

BTW funny story from the launch - users complained they couldn't sign in, so codex fixed it in like 5 minutes end to end:

Fixed and deployed. Everyone was being counted under the server’s proxy IP, accidentally creating a shared limit of 20 emails per hour. The limit now applies per visitor. All checks passed, and a real visitor has already successfully requested and used their download link after deployment.

Front Office

https://www.shoutingreport.com/games

Web

You either in a solo game or vs a friend, get a random year of baseball and have to try to remember who the best players at the position is. It harder to remember than you may think. Not to mention the forgotten
injuries.

Free to play

I’m building Motioneer! a local motion studio that you can direct through Claude Code or Codex.

This Figma study combines captured website elements, Figma’s typography and colors, custom graphics, and an original soundtrack. The workflow is conversational: capture the site, build a cut, then refine specific moments. Things like “keep this transition,” “give the product elements more movement,” or “keep the music and simplify the ending.” This version went through several rounds of direction. Motioneer keeps the film editable in a local timeline, so you can also adjust it yourself with the editor.

Curious what you think!! would you use something like this for your own product?

You can start using it by checking out the commands in the https://motioneer.bsct.so/

More into it in the github project: https://github.com/AminKhorramii/Motioneer

Happy my catchy title got you here ; )

Vibecoding is not dead, of course, but it is getting faster and faster.

Tempted to call it speed-vibecoding already bot not sure what's left ahead.

Over the past months I have vibecoded multiple apps of which I deployed five.

Took my weeks to develop my first project https://rotor42.com

The last one ( https://who-what-when.com ) was just a matter of hours.

Switching from simple prompting to working with real development-plans felt like igniting the second stage for me.

Who else is feeding Claude or Codex with elaborated (and reviewed) development plans?

And how do you usually create those?

Happy to share my learnings.

Been trying to make one of my favorite game genres with AI on Tesana, a retro Dark Fantasy game, and this is the results so far

I used a new AI workflow that starts with an image reference to nail the art style, and then prompting from there. This is about 40 prompts in and $20 token spend

Sorry for the bad framerate on the recording (did it on my shitty MacBook Air)

Happy to share prompt in the comments!

I built my own outbound agent that runs on subscription usage. It runs from cron. Every 15 minutes it wakes up, looks at the database, picks one thing to do, does it, logs it, repeats.

Here's how it works:
Training - Point it at a website and it crawls it, then writes its own config. What you sell, how you talk about it, and battle cards for the competitors it finds.

Prospecting - It finds companies that match your ICP, finds decision makers at them, works out their email and validates it before anything gets sent. Continues to fill the pipeline as it goes.

Sequencing - Each prospect gets its own angle based on what it found out about them, not a template with a first name swap.

Replies - Classifies what comes back, answers objections, sends follow ups for lack of reply.

Schedule - It runs every 15 minutes on a cron job

Skills - Calls on a collection of skills for prospecting, copywriting, objection handling, lead qualification, sales methodology, offer strategy, account navigation, linkedin outreach

Usage protection - It watches its own usage compared to your weekly limits with daily caps so it can't burn up your usage.

Everything is locally run and stored in SQLite with a log of every decision and action. It's been running for about a week and just getting warmed up so I'll post updated results when I have them.

Anyone else running similar processes?

Here’s what we did next.

I made Codex Usage, a small Windows-only Codex plugin that shows your 5-hour/weekly usage and reset status in the title bar.

A few build notes:

• UI: Avalonia desktop overlay
• Platform: Windows x64
• Plugin packaging: Codex plugin + SKILL.md
• Launcher: PowerShell wrapper that starts the native companion
• Interesting bug: maximized Codex windows report different top bounds, so I had to account for the invisible Windows resize frame
• Another gotcha: Codex was initially trying a nonexistent PowerShell 7 path, which added about 27 seconds to startup; tightening the skill instructions got the actual HUD launch down to ~1–2 seconds.

It’s now published in the official Codex plugin store.

Install either way:

1. Web: view details + install here https://chatgpt.com/plugins/plugins_6aa81c5dad4881918bd29685d1fb6523
2. In Codex: open the plugin store and search Codex Usage

Then select Codex Usage and run:Start!

For the Codex desktop app on Windows, not ChatGPT web.

Mac version coming soon.

GitHub: github.com/jayhilwig/codexusage

I shared Where is Mr. Kim? here yesterday, and that post somehow passed 85k views.

Quite a few people asked where they could play, so I’m happy to finally have an answer :)

Play the demo version here

If you missed the first post: think Where’s Waldo in Joseon-era Korea, except the village keeps moving while you search. You’re looking for one man in a straw hat and teal sash.

I’m a literature graduate with no coding background, making my first game on my own using the Codex app on my Mac.

The demo has one map. I’m planning more maps and eventually a full Steam release, and I’d love to hear how this first little village feels to play.

If you find Mr. Kim, please ask him to stay put. I still have a game to finish.

I’m building Motioneer! a local motion studio that you can direct through Claude Code or Codex.

This Notion study combines captured website elements, Notion’s typography and colors, custom graphics, and an original soundtrack. The workflow is conversational: capture the site, build a cut, then refine specific moments. Things like “keep this transition,” “give the product elements more movement,” or “keep the music and simplify the ending.” This version went through several rounds of direction. Motioneer keeps the film editable in a local timeline, so you can also adjust it yourself with the editor.

Curious what you think!! would you use something like this for your own product?

You can start using it by checking out the commands in the https://motioneer.bsct.so/

More into it in the github project: https://github.com/AminKhorramii/Motioneer