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VOXindie 2026-06-13 02:12:44 Kalshi

and passing that few messages between threads is basically something you don't even have to think about from a performance perspective

and passing that few messages between threads is basically something you don't even have to think about from a performance perspective

VOXindie 2026-06-13 02:11:23 Kalshi

1 market has max 200 price levels (most of which you probably don't care about)...so 400 markets means 80,000 price levels where you're tracking price + quantity which is like MAYBE 64 bits (8 bytes)...soooooooo 8 x 80k = 640k bytes...less than one MB lol

1 market has max 200 price levels (most of which you probably don't care about)...so 400 markets means 80,000 price levels where you're tracking price + quantity which is like MAYBE 64 bits (8 bytes)...soooooooo 8 x 80k = 640k bytes...less than one MB lol

VOXindie 2026-06-13 02:07:54 Kalshi

No, I meant isolate each event. 400 markets on a single multi-threaded machine (or even single threaded) should be easy to handle.

No, I meant isolate each event. 400 markets on a single multi-threaded machine (or even single threaded) should be easy to handle.

VOXindie 2026-06-13 02:05:10 Kalshi

Still not anything unreasonable. I assume most of those markets don't see any actual trade (same as the crypto ones).

Still not anything unreasonable. I assume most of those markets don't see any actual trade (same as the crypto ones).

VOXindie 2026-06-13 02:02:21 Kalshi

Not sure if that even applies here considering the whole app is just side-skirting gambling laws, but IANAL.

Not sure if that even applies here considering the whole app is just side-skirting gambling laws, but IANAL.

VOXindie 2026-06-13 02:01:24 Kalshi

Legality aside, you'd be losing money to Kalshi fees self trading anyway.

Legality aside, you'd be losing money to Kalshi fees self trading anyway.

VOXindie 2026-06-13 02:00:31 Kalshi

Just have the bots running on different events.

Just have the bots running on different events.

VOXindie 2026-06-13 02:00:09 Kalshi

Not if you're not on both sides of the same trade.

Not if you're not on both sides of the same trade.

VOXindie 2026-06-13 01:59:34 Kalshi

just have your spouse run a separate bot...no different than anyone else running a bot

just have your spouse run a separate bot...no different than anyone else running a bot

VOXindie 2026-06-13 01:58:58 Kalshi

lol

lol

VOXindie 2026-06-13 01:57:26 Kalshi

then like I said, get married and abuse wife privileges 😂

then like I said, get married and abuse wife privileges 😂

VOXindie 2026-06-13 01:56:58 Kalshi

idk if I would be concerned about 1ms lol your highest latency is going to be web connections to their servers (rest, ws, etc.)

idk if I would be concerned about 1ms lol your highest latency is going to be web connections to their servers (rest, ws, etc.)

VOXindie 2026-06-13 01:56:28 Kalshi

GC?

GC?

VOXindie 2026-06-13 01:56:21 Kalshi

Is it against TOS to have multiple accounts? If it's not, you can isolate even the rate limits.

Is it against TOS to have multiple accounts? If it's not, you can isolate even the rate limits.

VOXindie 2026-06-13 01:55:31 Kalshi

RMQ has ~1-10ms latency if you want something overkill...otherwise multi-threading and having a capable box should handle it

RMQ has ~1-10ms latency if you want something overkill...otherwise multi-threading and having a capable box should handle it

VOXindie 2026-06-13 01:54:40 Kalshi

how high is X?

how high is X?

VOXindie 2026-06-13 01:54:05 Kalshi

AFAIK the BTC events have the highest # of markets at like 188 per event. Any other events don't really need to mix and can be completely isolated outside of rate limit concerns.

AFAIK the BTC events have the highest # of markets at like 188 per event. Any other events don't really need to mix and can be completely isolated outside of rate limit concerns.

VOXindie 2026-06-13 01:51:14 Kalshi

If you're oversubbed, just split it up into multiple WS/consumers.

If you're oversubbed, just split it up into multiple WS/consumers.

VOXindie 2026-06-13 01:50:31 Kalshi

Then are you just oversubscribed? lol That should eliminate all the backpressure.

Then are you just oversubscribed? lol That should eliminate all the backpressure.

VOXindie 2026-06-13 01:49:26 Kalshi

It's pretty simple to decouple ingestion from processing.

It's pretty simple to decouple ingestion from processing.

VOXindie 2026-06-13 01:48:34 Kalshi

In .NET it's literally this simple: ``` //queue for presistent storage if (!_orderbookSnapshotPersistenceChannelWriter.TryWrite(marketStates)) { _logger.LogError($"Failed to persist orderbook snapshots."); } ``` to ``` await foreach (IReadOnlyList<MarketState> marketStates in _channelReader.ReadAllAsync(cancellationToken)) { ... ```

In .NET it's literally this simple: ``` //queue for presistent storage if (!_orderbookSnapshotPersistenceChannelWriter.TryWrite(marketStates)) { _logger.LogError($"Failed to persist orderbook snapshots."); } ``` to ``` await foreach (IReadOnlyList<MarketState> marketStates in _channelReader.ReadAllAsync(cancellationToken)) { ... ```

VOXindie 2026-06-13 01:47:44 Kalshi

Why not? Smash it into a ConcurrentQueue or something like RMQ and process it elsewhere on a diff thread/machine/etc.

Why not? Smash it into a ConcurrentQueue or something like RMQ and process it elsewhere on a diff thread/machine/etc.

VOXindie 2026-06-13 01:46:28 Kalshi

all you have to do is separate the processing from the ingestion...should take like 5 minutes tops even on the sloppiest of prototypes

all you have to do is separate the processing from the ingestion...should take like 5 minutes tops even on the sloppiest of prototypes

VOXindie 2026-06-13 01:45:52 Kalshi

it was born wrong

it was born wrong

VOXindie 2026-06-13 01:18:04 Kalshi

Do you use the sequence IDs in the order book web sockets? That should handle most issues.

Do you use the sequence IDs in the order book web sockets? That should handle most issues.

VOXindie 2026-06-13 01:15:46 Kalshi

What events are you running it on?

What events are you running it on?

VOXindie 2026-06-12 22:18:23 Kalshi

yeah like event ticker would be nice

yeah like event ticker would be nice

VOXindie 2026-06-12 22:14:39 Kalshi

Commands are single sends. Number of markets shouldn't matter if they're wording it intentionally.

Commands are single sends. Number of markets shouldn't matter if they're wording it intentionally.

VOXindie 2026-06-12 22:01:03 Kalshi

Compounding nets are brutal 😛

Compounding nets are brutal 😛

VOXindie 2026-06-12 21:33:45 Kalshi

My bot has two very different potential outcomes lol +45.7% vs -37.3%

My bot has two very different potential outcomes lol +45.7% vs -37.3%

VOXindie 2026-06-12 20:40:28 Kalshi

Anddd one 15 minute wipes it all out lol

Anddd one 15 minute wipes it all out lol

VOXindie 2026-06-12 20:37:49 Kalshi

I do both in my app.

I do both in my app.

VOXindie 2026-06-12 20:37:32 Kalshi

And there aren't any issues using multiple websocket connections and spreading out the subs.

And there aren't any issues using multiple websocket connections and spreading out the subs.

VOXindie 2026-06-12 20:35:18 Kalshi

RMQ works great for this if you want to use multiple machines/threads to handle the processing.

RMQ works great for this if you want to use multiple machines/threads to handle the processing.

VOXindie 2026-06-12 20:34:12 Kalshi

Shouldn't be a hard problem to solve. Read the WS messages as they come in, put them in a queue, then have your processing logic be on a separate thread from your WS reads.

Shouldn't be a hard problem to solve. Read the WS messages as they come in, put them in a queue, then have your processing logic be on a separate thread from your WS reads.

VOXindie 2026-06-12 09:18:57 Kalshi

I just had to make sure

I just had to make sure

VOXindie 2026-06-12 09:17:25 Kalshi

yeah and it's borderline useless lol

yeah and it's borderline useless lol

VOXindie 2026-06-12 08:47:53 Kalshi

https://docs.kalshi.com/api-reference/exchange/get-exchange-status

https://docs.kalshi.com/api-reference/exchange/get-exchange-status

VOXindie 2026-06-12 08:00:09 Kalshi

nah, just need to know when the data was created

nah, just need to know when the data was created

VOXindie 2026-06-12 07:46:53 Kalshi

orderbook snapshots don't come with timestamps? ``` { "type": "orderbook_snapshot", "sid": 2, "seq": 2, "msg": { "market_ticker": "FED-23DEC-T3.00", "market_id": "9b0f6b43-5b68-4f9f-9f02-9a2d1b8ac1a1", "yes_dollars_fp": [ [ "0.0800", "300.00" ], [ "0.2200", "333.00" ] ], "no_dollars_fp": [ [ "0.5400", "20.00" ], [ "0.5600", "146.00" ] ] } } ```

orderbook snapshots don't come with timestamps? ``` { "type": "orderbook_snapshot", "sid": 2, "seq": 2, "msg": { "market_ticker": "FED-23DEC-T3.00", "market_id": "9b0f6b43-5b68-4f9f-9f02-9a2d1b8ac1a1", "yes_dollars_fp": [ [ "0.0800", "300.00" ], [ "0.2200", "333.00" ] ], "no_dollars_fp": [ [ "0.5400", "20.00" ], [ "0.5600", "146.00" ] ] } } ```

VOXindie 2026-06-12 07:20:54 Kalshi

slow your app down to a hault and wait to see what error you get

slow your app down to a hault and wait to see what error you get

VOXindie 2026-06-12 06:53:46 Kalshi

https://tenor.com/view/sanic-the-hedgehob-running-gotta-go-fast-fast-gif-4964355

https://tenor.com/view/sanic-the-hedgehob-running-gotta-go-fast-fast-gif-4964355

VOXindie 2026-06-12 06:20:50 Kalshi

https://www.cyberciti.biz/faq/how-to-install-docker-on-amazon-linux-2/

https://www.cyberciti.biz/faq/how-to-install-docker-on-amazon-linux-2/

VOXindie 2026-06-12 06:20:41 Kalshi

Docker's not hard to setup.

Docker's not hard to setup.

VOXindie 2026-06-12 06:20:21 Kalshi

Worst case you run microservices on multiple instances.

Worst case you run microservices on multiple instances.

VOXindie 2026-06-12 06:20:13 Kalshi

IIRC docker limits memory and you can run multiple things isolated on a single box.

IIRC docker limits memory and you can run multiple things isolated on a single box.

VOXindie 2026-06-12 06:19:51 Kalshi

containerize your app with something like docker?

containerize your app with something like docker?

VOXindie 2026-06-12 06:07:54 Kalshi

might be able to check terminal logs and see if there's anything

might be able to check terminal logs and see if there's anything

VOXindie 2026-06-12 06:01:29 Kalshi

What are you using on AWS? An EC2 instance?

What are you using on AWS? An EC2 instance?

VOXindie 2026-06-12 06:01:01 Kalshi

I've only messed with Azure and yeah...not much better than AWS.

I've only messed with Azure and yeah...not much better than AWS.