سوگند مرادی

Lorenzo Bruch

@brownbear611345 · Jan 12, 2026 11:38 am

Building adaptive routing logic in Go for an Open source LLM gateway - Bifrost

Working on an LLM gateway (Bifrost)- Code is open source: [https://github.com/maxim-ai/bifrost](https://github.com/maxim-ai/bifrost), ran into an interesting problem: how do you route requests across multiple LLM providers when failures happen gradually?
Traditional load balancing assumes binary states – up or down. But LLM API degradations are messy. A region starts timing out, some routes spike in errors, latency drifts up over minutes. By the time it's a full outage, you've already burned through retries and user patience.
Static configs don't cut it. You can't pre-model which provider/region/key will degrade and how.
**The challenge:** build adaptive routing that learns from live traffic and adjusts in real time, with <10µs overhead per request. Had to sit on the hot path without becoming the bottleneck.
**Why Go made sense:**
* Needed lock-free scoring updates across concurrent requests
* EWMA (exponentially weighted moving averages) for smoothing signals without allocations
* Microsecond-level latency requirements ruled out Python/Node
* Wanted predictable GC pauses under high RPS
**How it works:** Each route gets a continuously updated score based on live signals – error rat

Feija Gijsbertsen

@purplerabbit511669 · Jan 12, 2026 6:37 am

CMV: Current admin doesn't care about reelection

\*\*EDIT/TLDR\*\*: Wish I could've worded the title better. By reelection I mean chances for the next Republican candidate. My thesis is they (trump obviously but also the current faction of Republicans who control all the keys to power which includes many potential 2028 candidates) care about is staying in power now, but not beyond 2028. The midterms just need to be not catastrophic. The idea is permanently shifting the political/economic/power landscape is more powerful than one or two elections. There's dirt to do, and until Trump there has not been a president as willing to push the boundaries and have the base to survive it, so the main goal is to take advantage of the window now, not after 2028. There is no long term thinking, no decade long plan to "restore Monroe doctrine" or "economic nationalism". Those are just narratives used to gaslight to make it seem like all of this is done for some eventual greater good (which has a stabilizing effect at least in the short term since it preserves the base and leaves a lot of moderates confused of what to make of the situation). There is no 4-D chess game with China, or at the very least that is nowhere near the main motive. The onl

Kassem Farhat

@kassem · Jan 11, 2026 11:49 am

I really think it makes sense to buy Dashboard Manager. Good thing for GLOBAL VIRTUAL TRUST, right?

~ Kassem Farhat
- Elected President of Global Virtual Trust -

Vaani Anand

@goldenmeercat318807 · Jan 10, 2026 8:21 pm

How much of the world history events/facts do you think is hidden from us?

What if Charlie Kirk is actually still alive or MJ is still alive or whoever we think is "dead" is still alive or died long before and the person who is dead is just an imposter, I really don't know anymore because everything in society is contradictory, some people still think the Moon landing is real, 9/11 was done by a Al queda or that Democracy still exists or one of the biggest ones COVID was legit and that the only way to stay safe was to stay indoors, wear a mask and get the poison.. I mean "vaccine" and then we were meant to believe all these celebrities got it too so we should,I Never get got the poison though. There's certain people that I respect like George Carlin (rip) David icke, philosophers like Alan watts(RIP), Carl Jung(RIP) , Donald trump (I'm just kidding I don't respect that piece of shit) who I think knew/know too much but they're either smart enough to not tell everyone everything so or even if they did they don't have a large enough following to threaten the elitists, but I definitely think that most historical events have been tampered with by the Jews , like WW2 and Adolf Hitler, the Jews as a whole are evil and I'm not saying this as a fact but I think Hi

Kassem Farhat

@kassem · Jan 9, 2026 8:03 pm

I would sign an executive order, to forbid homophobia inside the Global Virtual Trust! A BIG problem there!

~Kassem Farhat
Member of GLOBAL VIRTUAL TRUST

Global Virtual Trust

@gvt · Jan 9, 2026 6:05 pm

Information from the Prime Minister Office

Kassem Farhat has now officially accepted the nomination for the presidency of the Global Virtual Trust! The elections will take place soon.
(@kassem)