code51

I'm also curious, if you just ask Codex, Claude etc already do subagent management on their own, and if instructed, can certainly set up a structured communication system for the group. Why these Herdr, Pi etc products on top?

Is Codex, Claude Code mismanaging when no tokens left? Or any other specific reason?

So you believe they're like "solve navier-stokes make me rich make no mistakes" despite being mathematicians of top ability? Occam's Razor for sure.

Also consider:

Nvidia is investing $1 billion in Poolside and paying $6 billion to license its technology and hire most of its engineers.

They are the elephant in the room, with their CDS sky-high. Sounds like they are opinionated on the whole AI thing, trying to drive this with open-source models, countering OpenAI using Jalapeno.

Looks zero-sum for the players.

All the while Google silently planning to get milk from all layers.

Or the dream of keeping a stable job.

OpenRouter should first fix their support.

No support exists when things go wrong!

OpenRouter is a place with zero support.

Suddenly get a big debt on your account with nobody to respond.

As an early adopter of OpenRouter, I'm afraid they are in shambles.

You don't know whether King Charles or 42 is the answer to "the Question"

my 2c on King Charles vs 42.

You can enjoy the beauty of nature, especially mathematics, if you're alive and well enough to focus.

You mean Google doesn't understand prompt caching, latency or token costs?

Or Google teams fail to communicate for such things?

What does "more useful" mean in this context? Can you solve gas-filled bowels with the mode difference?

I'm curious how you're addressing any legal aspects about this:

> No black-box AI. Every candidate gets a detailed match receipt explaining exactly why they scored an 85%, complete with contextual evidence from their CV.

HR teams like to play dead when they actually have a file with detailed feedback on a candidate. Yet, they choose to keep that to themselves out of baseless legal fear. I wonder how that works out when somebody proves a company's filter consistently proves a specific bias gets rejected systematically.

and

> Automated assignment validation

which is particularly troubling for devs: companies scaling assignments as first screen. How do you get around "AI evaluating AI" loops especially about assignments ?

Bad CEO but still CEO. That's the thing.

Cost-saving is quite an easy idea to sell.

That's just inflation (yeah, the global one) and demand at play.

Let's not mix up depreciation of real value vs USD price (which is arbitrary, plus government controlled)

Google Takeout doesn't work properly for exporting Gemini chats.

Antigravity locks your chats locally behind .pb files.

Nothing to export your very own data.

OpenAI is best at personal data export. Claude has something at least, despite being quirky. Yet, Google looks very purpose-built to not give anything back.

using it for years. stable as hell. and, what subscription? I just install and run with it. free forever