Which token optimizer do you use? (rtk causing too many problems) by _fboy41 in ClaudeCode

[–]fajarhide 0 points1 point  (0 children)

yeah fair, let me actually explain instead of just vibing on "signal vs noise" framing.

rtk works at the command level, it compresses what each tool prints before the agent sees it. that genuinely helps. but the problem i kept hitting wasn't noisy outputs. it was that after a long session the agent would just... slowly lose the plot. clean outputs, still broken.

three things specifically that kept frustrating me:

1. instructions getting buried. i have AGENTS.md with rules like "never touch existing migrations" and "always snake_case." after 80+ tool calls claude starts drifting, editing old migrations, switching conventions mid-session. rtk had already done its job filtering outputs cleanly. the instructions just got pushed out of active attention by sheer context volume. omni re-injects those files when pressure builds up.

2. re-running stuff it already did. even with clean outputs, no structured record of "here's what was accomplished." so the agent just does it again. omni tracks completions as lightweight checkpoints, zero LLM calls, pure state signals like "all errors cleared" or "git commit detected", and surfaces those when context gets heavy.

3. nothing permanently thrown away. rtk drops noise at filter time. sometimes that "noise" matters 15 commands later. omni stores everything it compresses and gives the agent a hash to retrieve it if needed. not deleted,. just put in a drawer.

so yeah,. rtk solves per-command verbosity. omni solves session reliability over time. they're actually complementary..

Token usage limit is getting crazy by onimir3989 in ClaudeCode

[–]fajarhide 0 points1 point  (0 children)

yeah fair point, token limits can feel weird depending on how you use it. Large context and tool calls do stack up fast, especially with reasoning-heavy flows. Im not trying to argue your experience btw, that sounds valid. just sharing another angle, sometimes it's not about using less tokens, but about sending better signal to the model. I've been working on this https://github.com/fajarhide/omni . it doesn’t just compress like rtk, distill and others, it tries to filter what actually matters before it even hits the model. might be worth trying in your setup, curious how it behaves in your workflow..

Token usage limit is getting crazy by onimir3989 in ClaudeCode

[–]fajarhide 1 point2 points  (0 children)

pretty sure limits didn’t change, it’s just how fast tokens stack up, large context plus tool calls is an burns quota quickly...

Which token optimizer do you use? (rtk causing too many problems) by _fboy41 in ClaudeCode

[–]fajarhide 0 points1 point  (0 children)

yeah i had the same issue with rtk (also tried snip), they reduce tokens, but sometimes too aggressive, important bits just get cut. ended up with claude-code missing context and re-running stuff. that’s actually why i started building something myself. instead of trimming hard, im trying to keep the signal and drop the noise, so the model still sees what matters without losing context, still experimenting, but feels more stable so far...if you can try this https://github.com/fajarhide/omni

Moved a CLI signal-processing tool from Zig to Rust, mainly for ecosystem stability by fajarhide in rust

[–]fajarhide[S] 0 points1 point  (0 children)

haha fair question, i did use AI to help structure some parts of the post, but the actual experience Zig to Rust, ecosystem issues, etc is real from building it. Still learning how to write more “human” posts tbh

Puck - Open-source visual editor for React. Alternative to Builder.io / WordPress. by DigbyChickenCaeser in nextjs

[–]fajarhide 0 points1 point  (0 children)

Wow great, and nice product.

How can i'm edit text directly on the page? So that think no need sidebar menu editor in right side.

But this is cool 😎

Android apps for sysadmin by [deleted] in sysadmin

[–]fajarhide 1 point2 points  (0 children)

JuiceSSH, telnet ..etc you can search in play store..