u/emaayan

https://graphify.net/

i heard about it a while back, i was sort of taken back when i saw it had a limit for only 200 file (i think) per tree) and i was wondering if anyone did a before and after graphify to see how many token they would use for the same task.

i have to say i've been trying to work with the ACP version (trying the exact same prompts) and the ACP is a lot worse than the plugin, but the plugin's UX is somewhat lacking.

i mean it looks nice and all, but i have no idea how to invoke this ( i know how to use it from cli by attaching to an IDE)

i'm also confused becuase this shows up under junie plugin so does that mean the tool window also has this?

https://preview.redd.it/c8wzxyi1h78h1.png?width=402&format=png&auto=webp&s=4c14bcb31188aac01150b57a70855b7e3b7c3a59

he's talking about commands like autopilot that run agents in loops and rubber-duck agent or chronicle or /subagent command which i'm pretty sure dont' exists or exit limited fashion in junie.

the logs seem to indicate problem with the token ,

```

2026-06-15 22:46:29,455 [ 26121] INFO - #copilot - [default] Policy watcher started for GitHub Copilot Plugin

2026-06-15 22:46:29,455 [ 26121] INFO - #copilot - [certificates] Removed 13 expired certificates

2026-06-15 22:46:29,455 [ 26121] INFO - #copilot - [UndiciFetcher] Root certificate set changed; resetting Undici dispatchers. { certificateCount: 205 }

2026-06-15 22:46:29,455 [ 26121] INFO - #copilot - [fetcher] Request to <https://api.github.com/embeddings/models> failed, attempting fallback. TypeError: Cannot convert argument to a ByteString because the character at index 7 has a value of 65533 which is greater than 255.

at et.converters.ByteString (C:\snapshot\copilot-language-server-internal\dist\main.js:222:221786)

at Object.record<ByteString, ByteString> (C:\snapshot\copilot-language-server-internal\dist\main.js:222:219271)

at js.converters.HeadersInit (C:\snapshot\copilot-language-server-internal\dist\main.js:348:8803)

at Object.RequestInit (C:\snapshot\copilot-language-server-internal\dist\main.js:222:220139)

at new Request (C:\snapshot\copilot-language-server-internal\dist\main.js:348:17731)

at fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:348:32346)

at fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:352:93)

at Yyt.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:58532)

at async H5e.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:63493)

at async H5e.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:63493)

2026-06-15 22:46:29,455 [ 26121] INFO - #copilot - [fetcher] Request to <https://api.github.com/copilot\_internal/v2/token> failed, attempting fallback. TypeError: Cannot convert argument to a ByteString because the character at index 7 has a value of 65533 which is greater than 255.

at et.converters.ByteString (C:\snapshot\copilot-language-server-internal\dist\main.js:222:221786)

at Object.record<ByteString, ByteString> (C:\snapshot\copilot-language-server-internal\dist\main.js:222:219271)

at js.converters.HeadersInit (C:\snapshot\copilot-language-server-internal\dist\main.js:348:8803)

at Object.RequestInit (C:\snapshot\copilot-language-server-internal\dist\main.js:222:220139)

at new Request (C:\snapshot\copilot-language-server-internal\dist\main.js:348:17731)

at fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:348:32346)

at fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:352:93)

at Yyt.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:58532)

at async H5e.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:63493)

at async H5e.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:63493)

2026-06-15 22:46:29,455 [ 26121] INFO - #copilot - [fetcher] Request to <https://api.github.com/embeddings/models> failed, attempting fallback. TypeError [ERR_INVALID_CHAR]: Invalid character in header content ["Authorization"]

at normalizeValue (C:\snapshot\copilot-language-server-internal\dist\main.js:1553:31551)

at t.append (C:\snapshot\copilot-language-server-internal\dist\main.js:1553:32208)

at new Headers (C:\snapshot\copilot-language-server-internal\dist\main.js:1553:32024)

at new Request (C:\snapshot\copilot-language-server-internal\dist\main.js:1561:1044)

at cachingFetch (C:\snapshot\copilot-language-server-internal\dist\main.js:1561:32354)

at t.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:1561:35152)

at Object.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:1561:33985)

at jZ.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3797:44036)

at async H5e.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:63657)

at async H5e.fetch (C:\snapshot\copilot-language-server-internal\dist\main.js:3910:63493) {

code: 'ERR_INVALID_CHAR'

```

i have a single project with 4 differnet modules, 1 is java (the actuall one i'm working on) ,another is a csharp project in a different place, and 2 others a c projects, all of them are differents ends of the whole picture.

but for a particular problem, the agents (junie and codex) seem to focus directly on the wrong project, and i don't know how to configure them to the right one. (aside from prompting)

it seems there are a lot of them, and we actually also have github copilot plugin for jetbrains on top of the regular one. no to mention claude agent and codex (bundled vs non bundled codex , any difference? )

it seems that in order to be able to debug with AI, i need to use Junie CLI, which needs to connect to the IDE which needs to also have junie plugin installed (even though it's no longer recommended to be used) and only then i can use /debug command

why??

that's seems like a such a round about way to do something that visual studio copilot already does

when i try to install junie from the ACP i get
Junie agent isn’t installed. Install it by sending your first message to Junie.

but when i say something it says authentication required,

when i revert back to the bundled version, trying to use it from the chat window fails with it saying it's not installed.

i tried doing handoffs in github copilot plugin and although it rendered a button, clicking on it said

https://preview.redd.it/jebsdb1v234h1.png?width=368&format=png&auto=webp&s=99afc810f68bb226ea0f5315239e79ee14dc8930

https://preview.redd.it/n4wmgmyo234h1.png?width=1515&format=png&auto=webp&s=2b877e8e24186f2b833b1eb5f1b45e485fd61a8c

i have both and it seems the ACP variant via junie doesn't work very well, yet it does have auto complete and acts more closely to the cli version, yet it cannot use shell invocations.

suddenly i can't see any recent models in ai assistant, why?

https://preview.redd.it/2n8atumofx0h1.png?width=763&format=png&auto=webp&s=1a2bec4a8ff9655bc46720ed89f291afca80b79e

is there a way or command like #runSubagent in vs, taht allows to run skills in isolated mode in the jetbrains plugin?

i've managed to gain access to copilot retrival api's and built and MCP server around it (wondering if i should add skills to it), so now i have mcp servers for gitlab (for merge requests) , azure devops boards, and sharepoint PRD documents.

i was toying with the possiblity of an Agent that would read the PRD documents and based on the codebase compose them into features, user stories, tasks, assign them to different developers based on devops work capacity and based on previous commits they've made (where they'd know the relavent material for that codebase ) , add test suites and test steps to azd and finally, asist the developers in generating agent prompts (see what i did there, now fully automated ;) ), not to mention finally code review the merge requests.

(yea, i'm that guy)

btw what's going on with github these days?

it always feels like there are conflicting defintitions between agents.md and rules and skills

https://preview.redd.it/mfyqwf4m9ayg1.png?width=997&format=png&auto=webp&s=3951a0dff7c1ddcd666af7d0ea5e852024ebf0f7

i stumbled on it, but it seems to be used in cli harnesses, so i was wondering