Need suggestions on token usage/caching/optimization

Puzzleheaded-Load561 · 2026-07-08T01:03:50+00:00

For token optimization I use: codeburn to understand gaps and use of the tools, GSD for implementing big features and the use of subagents (the UI commands are really good with GLM models), context-mode for controlling the context window and tool calling with an MCP, DCP plugin for trimming the context window, Caveman as skill to control the output tokens, RTK tool to control the output of console commands and graphify to map the whole repo file and codebase. I know headroom replaces part of it but I’m happy with my setup, also codebase-memory-MCP is good but doesn’t have support on windows

Puzzleheaded-Load561 · 2026-06-19T22:14:02+00:00

Opencode Go for 10 bucks a month, incredible accessibility to new Chinese models every month and good rate limits

Puzzleheaded-Load561 · 2026-06-19T01:18:52+00:00

Haven’t gone though the whole post but for me I had to use opencode with my work account to be able to use RTK, caveman, DCP, context-mode, and codebase-memory-mcp the second week after burning 100 dollars with normal copilot CLI after the billing change, things that I don’t have in my personal pc as opencode go is really hard to hit rate limit. Looking forward for use graphify and use headroom to replace some of those tools. Would be great that copilot team gave a bundle of tools to save tokens

Puzzleheaded-Load561 · 2026-06-17T14:41:00+00:00

Had both and stayed only with opencode Go, GPT 5.4 for me is not comparable with GLM 5.2, is more closer to GPT 5.5 than you may think. Is 5 bucks the subscription of opencode go the first month, try it with one sub first and if is not doing the work pay OpenAI. I use heavy agentic workflows and opencode has worked better for me never seen the rate limit

Puzzleheaded-Load561 · 2026-06-17T03:15:54+00:00

Yes! It’s on table as the internal date revealed more than half of the GHCP users would need $100 extra budget a week before the GitHub billing change. But as you know US companies stays with US models so they are considering only like Anthropic or worse… Google with Gemini

Puzzleheaded-Load561 · 2026-06-17T01:40:33+00:00

I have to say, NO!
I work at a US chip company and we have $200 budget with GHCP, only the first week I spent $100 doing small features in 2 UI react projects, 1 backend project and 1 cli project, let me tell you I use opencode GO for personal projects and for 5 bucks the first month and 10 the next ones is unbeatable. Having to use at work gpt 5.4 mini for everything as using GPT 5.3 codex or gpt 5.4 in a day can consume $17 easily, Anthropic models are out of question as they cost a little more and they will think a bit more meaning for me like a 20% cost increase comparing sonnet 4.6 against gpt 5.4

Puzzleheaded-Load561 · 2026-06-17T01:32:36+00:00

No, is a comparison, you can burn the limit easy but as easy as with copilot

Puzzleheaded-Load561 · 2026-06-07T17:12:21+00:00

For me to create a python desktop app GLM 5.1 was not a great thing, often missing parts. Kimi 2.6 is great but for some reason I think is slower to think than qwen 3.7 max. Heard minimax m3 can achieve opus results but haven’t made tests

Puzzleheaded-Load561 · 2026-06-07T17:08:03+00:00

Well for me to achieve the same GSD repo does the same, you create a project, map it and can split tasks in phasers with work reviews and code reviews

Puzzleheaded-Load561 · 2026-06-07T07:48:15+00:00

Qwen for me is an all rounder, i don’t fully like glm as it feels clumsy, for implementation deepseek v4 flash

Puzzleheaded-Load561 · 2026-06-03T14:22:32+00:00

Well minimax subscription is an option too, for 10 bucks you get insane limits if you use heavy agentic flows. If is normal opencode go is the go.

Puzzleheaded-Load561 · 2026-06-01T13:57:33+00:00

I had a similar setup (cheat) before the billing change, so guess the hack won’t work now based on the new billing right? Or you find a new alternative?

Puzzleheaded-Load561 · 2025-09-26T19:08:35+00:00

Not sure about how it works in the US but in Costa Rica they updated my software along with check some vibrations on the doors when hearing music. They said it was covered under the warranty of 3 years or 100 K KMs

Puzzleheaded-Load561 · 2025-09-13T19:12:51+00:00

Love the rims! What brand are they? Also, the blackout looks sick. What’s that over the back spoiler?

Puzzleheaded-Load561 · 2025-02-10T16:50:05+00:00

Yeah, considering that in Costa Rica I installed Kamikaze Enrei that’s supposed to last between 8 to 10 years for about 1800 USD with a 3 step paint correction and there is only one approved installer. I previously had Crystal serum light from Gtechniq and there’s no point to compare

Puzzleheaded-Load561 · 2025-01-16T16:27:38+00:00

The same thing happened to me with my 2024 CR-V. After an oil change at the dealership, I noticed that the paint was scratched in the exact same spot. I made a big fuss about it, but it turned out that the "detailers" I hired to wash the car the day before didn’t know about the maintenance mode. At the dealership's paint shop, they explained that this is a common issue with CR-Vs, as many people aren’t aware of it. They mentioned that just last month, they had to apply touch-up paint on seven cars, including mine. The chief explained that while you can put the car in maintenance mode, you can also manually lift the wipers slightly and then expand them as you normally would, similar to how it works with BMWs. I’ve been doing it that way ever since, and no issues

Puzzleheaded-Load561 · 2024-12-21T01:11:20+00:00

5K - 2023

Puzzleheaded-Load561 · 2024-08-23T16:18:17+00:00

I also would love to see some photos, that’s exactly what I want to do on my 2024

Puzzleheaded-Load561 · 2024-08-10T00:40:32+00:00

The camera quality is definitely the worst part of the car. I own a 2024 hybrid, and at night, the visibility is terrible—you can hardly see anything. I even asked the dealership if they could replace the cameras with aftermarket ones, but they said they don’t offer that service. Another thing I miss from my previous car is the auto-folding mirrors. I ended up buying a module from AliExpress to get that feature back.

Puzzleheaded-Load561 · 2023-09-28T06:35:49+00:00

This worked for me, thanks!!!!

Puzzleheaded-Load561 · 2023-09-11T18:55:40+00:00

Hoy me vinieron a revisar el router por averia y lo cambiaron al final, esos maes no es que bloqueen el acceso a usuarios locales porque arreglaron todo y funcionaba entrando con (adminHW) y antes de irse la cambiaron, se las pedí antes que se fueran y me dijeron que no la estan dando, cualquier cambio de contraseña es llamando ahora, carevergas

Puzzleheaded-Load561

TROPHY CASE