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Most of them abuse the ip pool attached to lambda from my experience.

They do KYC when you want to unblock certain domains.

Also not my experience, even though I’ve had to email them for whitelisting.

It might just be because my account is very old?


Maybe, or more likely you’re not trying to pull in content that is considered high risk to them, such as YouTube transcripts.

That really sucks. Any advice on how to "negotiate properly" to avoid a situation like this?

Without information about the cap table and liquidation preferences, assume the cash you are getting is the only compensation you will receive. To make it easier, if you are not using your lawyer during negotiations, I would assume the cash portion is the only compensation.

Just assume startup equity will be worthless (which it almost always is).

whatever they value their options at in negotiations, multiply that by 0.1-0.25 to get the real value in the best outcome for a late stage startup (series B-C+) as a common employee

Is this constitution derived from comparing the difference between behavior before and after training, or is it the source document used during training? Have they ever shared what answers look like before and after?

If you go http native, could you leverage range headers for offsets?


Yes, that maps quite naturally.

Classic HTTP Range is byte-oriented, but custom range units (e.g. `Range: offsets=…`) or using `Link` headers for pagination both fit log semantics well.

I kept the initial API explicit (`offset` / `limit`) to stay obvious for curl users, but offset-range via headers is something I want to experiment with, especially if it helps generic tooling.


I've used wireguard for a while, not sure why I never considered doing BGP over it, might make for a fun weekend project.


BGP is vastly superior to any L2 make-believe trash you can imagine, and amazingly, it often has better hardware offloading support for forwarding and firewalls. For example, 100G switches (L3+) like MikroTik's CRS504 do not support IPv6 in hardware for VXLAN-encapsulated flows, but everything just works if you choose to go the BGP route.

L2 is a total waste of time.


Any ASIC switch released in the last decade from Cisco/Juniper/Arista supports EVPN/VXLAN in hardware. EVPN is built on BGP. This has become the industry standard for new enterprise and cloud deployments.

The lack of support for hardware EVPN is one of the many reasons that Mikrotik is not considered for professional deployments.


Mikrotik is used for professional deployments all over the world. Right tool for the right job.

People who think one size fits all are not professional.


If I can source an enterprise Cisco/Juniper/Arista ASIC switch that is 1) rock-solid 2) full featured 3) cheaper - which I can - there is unfortunately no rationale where Mikrotik would be applicable in any professional project of mine.

With that said, I love Mikrotik for what it is: it is very approachable and it fills a niche. I believe it has added a lot of value to the industry and I'm excited to see their products mature.


Based on the lldp messages I see across dozens of countries, the majority of business isps globally use mikrotiks at their edge.


I'm curious what you classify as a business ISP?

Take a look at AMS-IX, one of the largest internet exchanges: https://bgp.tools/ixp/AMS-IX

21/1020 (2%) of all peers are Mikrotik. 15 (1.4%) of those are >=1000mbps. 7 (0.6%) of those are 10gbps. None are larger than 10gbps.


You're referencing backbone, not edge. It has only been a few years that MikroTik had offered a 100G solution, let alone became competitive in it. You won't find it in the backbone yet. However, many European ISP's have largely upgraded their distro and aggregation switches to MikroTik over the last five years. There's a sovereignty push, too. I would guess edge is similar, but there's too many cheap options there so probably not that much.

If your impression is based on data circa ~2020, you should re-evaluate your priors with the recent packages in mind. See https://mikrotik.com/product/crs812_ddq


CE (Customer Edge) is what you are referring to. ISPs would be the PE (Provider Edge). I am aware it can be popular for SMB CE devices, however that is simply not the case for PE devices.

Service Provider ISPs cannot use Mikrotik - It is impossible. RouterOS supports none of the features required for a service provider. VRFs are even still unsupported in HW [1]. I am confused why this is even a discussion as anyone with experience working at an ISP/SP would come to the same conclusion.

[1] https://help.mikrotik.com/docs/spaces/ROS/pages/62390319/L3+...


There are many ISP's that successfully run their networks on BGP, without VRF unless their customers specifically require it. It simply means that VRF-heavy architectures (like dense MPLS L3VPN etc.) would require additional hardware. Nobody says you have to use MikroTik for everything, and nobody says it's the ultimate solution to all ISP problems. I don't get it where this maximalist view comes from—all or nothing. The typical MPLS VPN scenario has to do with overlapping address spaces, and for customer separation most aggregation layer deployments use pure L3 routing with VLAN segmentation in the first place.

There's a famous use-case from 10 years ago (sic!) of using MikroTik for serving over 400 customers, see https://mum.mikrotik.com/presentations/ID16/presentation_340... proving you could do it on small scale many years ago. Needless to say, A LOT has improved since. MikroTik has become a serious, and affordable means to power a small-to-midsize ISP in the recent years. Of course there are "enterprise" features for some people to get knickers in a twist over, but they are well beyond necessity. It's often that people were taught certain techniques, a certain way to do things (which more often than not includes all this domain over-extension madness and all that it carries with it up to L7!) so they struggle to adapt to alternative architectures.

To say that it's "impossible" to provide ISP services with MikroTik is reaching.


Those selling end services to businesses.

I have a mix of equipment from heavyweight juniper mxs at peeing points to arista dcs/ccs in large sites to £50 mikrotiks in the smallest branch offices.

Right tool for the right job, mikrotik is often but not always the right tool.


Mikrotik can be popular for CE (Customer Edge) devices, that is correct. Those are not ISPs however, those are customers.


You're delusional on price. I wouldn't touch severely overpriced and backdoored American switches with a 10-foot pole! Meanwhile, MikroTik just released a 400G switch in under two grand. To buy Cisco/Juniper/Arista with your own money in 2025 you have to be super rich and super stupid. And I say this as a guy that buys 100G stuff from Xilinx.


I have not seen a case where I could not source a Juniper switch (for example) for lower $/port than Mikrotik, even at 400GE. It is unheard of to pay MSRP. YMMV.


And patients can use it to improve communication with their doctors (which, given the short duration of an appointment can make a big difference.)


Unfortunately, I feel like I'm in the minority here, but AI has been really helpful to me and my doctor visits when it comes to preparing for a ~10-minute appointment that historically always felt like it was never long enough. I can sit down with an LLM for as long as I need and discuss my concerns and any potential suggestions, have it summarize them in a structure that's useful for my doctor, and send an email ahead of the appointment. For small things, she doesn't even need me to come in anymore and a simple phone call to confirm is enough. With the amount of pressure the healthcare system is under, I think this approach can free up a lot of valuable time for her to spend with the patients who need it most.


IMO eliminating as much client side authority as possible is a very good foundation for MMOs where the latency is acceptable or factored into all aspects of the game (looking at old school runescape as an example). Very cool project!


Thank you!


Just short of 300k members on discord (almost 17k online) at the time of writing this. It's their Google Labs discord.


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