Generally speaking, however, I cannot stress enough how amazing this community is. The plugin only progresses this quickly, because you managed to 1) create such a supportive vibe and 2) have so many people reporting bugs, making feature-suggestions and contributing time to it. It really is a key driver behind any progress here…
Speaking of which - we got 2026.8.0 coming up, will report in a few minutes
Now we got Documentation!
I added a new docs panel to our Julia tab - it loads the documentation i added for the internal logic and also integrates a repl based search (in case we are missing other documents). I also added a quick tutorial that pops up once after install (there is a checkbox you can set to never see it again).
Apart from that the jupyter notebooks got some major upgrade. Full REPL session support is new and can be selected via dropdown - and yes, it works with remote/tmux sessions too. So now you get to choose if the jupyter notebooks load their own context, or share the one repl session you have opened. Regardless of which one you choose, the output will be both printed inside of the notebook and within our Julia window.
Apart from that, I also updated the debugger to also support the enter function. @enter pauses at the first line, @run continues to the first breakpoint, and @breakpoint lets you manage breakpoints from the prompt.
If you don’t want to wait for the official JetBrains approval process to finish, you can also manually install the plugin via File - Settings - Plugins - Install from Disk:
@xgdgsc: Thanks for reporting the remote REPL bandwidth and notebook hanging issues! @ufechner7: Hotfix for nested docstrings is out - thanks for the report!
Mostly bugfixes in this one. The false positive warnings in included files were particularly annoying - turned out the include path extraction was looking at keyword args instead of positional args. Fixed.
The debugger disconnect when viewing large DataFrames. Rather than crashing the connection, oversized DAP messages are now skipped gracefully. You’ll still see your variables, just without the ones that would blow up the connection.
Also made sure Julia View actually updates during @run begin...end sessions - variables, tables, and plots now show up properly while stepping through code.
@xgdgsc: Thanks for catching the false positive and SDK auto-select issues! @ufechner7: Appreciate the feedback on hover documentation styling! @jschneppendahl: Thanks for reporting the DataFrame debugger disconnect
The new project wizard is the visible addition - you can now create Julia projects directly from the IDE with proper structure and configuration. (This has been on my list for a long while, actually)
Apart from that, I rewrote major parts of both the debugger and language server integration. This fixes a range of issues with crashes of either and system freezes.
Also fixed some annoyances: SDK auto-detection was picking versions alphabetically (so 1.10 before 1.9… yeah), and the status bar was hardcoded to show @v1.10 regardless of your actual SDK. Both fixed.
@jschneppendahl: Thanks for reporting the debugger issues! @xgdgsc: Appreciate the continued bug testing @jdad: Thanks for recommending the project wizard and catching the SDK detection bugs!
Could you explain the principle of jetbrains plugins ? I use Clion for C++. Is the Julia plugin usable with Clion ? What is the jetbrains tool which provides the best experience with the Julia plugin ?
The grammar seems to work very well in almost every case now. I know macros might be tricky to handle, but I noticed a problem with using the @compact macro in Lux.jl. Lux.jl is a pretty important package for working with NeuralODE for SciML type applications, so it would be good if this didn’t flag as an error.
Here is a MWE, happens on 2026.8.3:
using Lux
function NODELuxModel(
dims_u,
dims_du,
dims_latent
)
model = @compact(
U=Dense(dims_u, dims_latent),
DU=Dense(dims_latent, dims_du)
) do inp
# Do stuff here with U and DU but it doesn't matter for the example
end
end
File-Based Indexes: New indexing system for improved grammar performance
Find Usages: Now actually works - added DefaultWordsScanner and fixed reference matching
Fixes:
Macro calls with do blocks now parse correctly - e.g. @compact(args...) do ... end
@generated function with :(...) quote expressions now parses correctly (fixes Lux.jl compact.jl)
quote...end blocks now support all statement types (multi-assign, for loops, etc.)
Comprehensions now allow line breaks after for keyword
Interpolated member access obj.$(field) in metaprogramming
Grammar release! Find Usages was essentially broken before - now it works properly. Also tackled a bunch of parsing edge cases that were causing issues with metaprogramming-heavy code.
The @compact macro from Lux.jl was a good stress test - do-blocks, generated functions with quote expressions, interpolated member access. All parsing correctly now.
File-based indexes should also make things snappier when working with larger codebases.
We support both local and remote debugging in REPL and JetBrains run/debug scriupts. The debugger has been fully integrated into JetBrains, so you can also start it via run/debug, rather than REPL, which will then open a new session. You can set breakpoints in file and via REPL. Regardless how you start/stop the debugger and/or set breakpoints, the variables, plots and dataframes will update in our Julia panel. The breakpoints will also be synched with REPL when you start the repl debugger. And you can always use JetBrains internal F8, F9 to go to the next breakpoint or skip forward etc. The IDEs native debug view also works.
Both @run and @enter work in REPL. We also added a new way to add & remove breakpoints by file and line in debug mode, which is missing from debugger but makes it easier to control the breakpoints (you’d otherwise have to call the bp list first and remove them by index)
I just tried flexible Julia and while it was able to pass the troublesome line without issue, it unfortunately crashes on a later line. However the debugger is missing a debugging console and the error message it returns when crashing is not really very useful.
So while it seems promising it also doesn’t seem to have all the options I need in order to use it for general Julia debugging.
New: profiling and better debugging!
This release is all about debugging & profiling. We basically rewrote large parts of the debugger again.
Step Into (F7) finally works. Break on error lets you pause at the exact throw site with full stack and variable inspection. The debug console REPL means you can evaluate expressions mid-session with proper syntax highlighting. And you can now toggle between compiled and interpreted mode without restarting your debug session.
The profiler is new - CPU sampling with flame graphs, call trees, and method lists. Should help track down performance issues without leaving the IDE.
Also fixed the dependency isolation issue - DebugAdapter.jl now loads from its own environment, so your project’s Manifest.toml stays untouched.
@ufechner7: Thanks for requesting REPL and threading configuration! @tue: Appreciate the detailed debugging issue reports - led to a lot of improvements! @RGerzaguet: Debugger dependency isolation is in - no more Manifest pollution! @arnaud-ma: Thanks for the depot path fix and XDG compliance suggestion!
Quick question: should the break on error mode be the default for the Debugger? On one hand I think it is quite useful, but then again it could be annoying in larger applications where an exception can occur regularly due to timeouts or so.
Also: should we set number of threads to auto as a default for all sessions? Right now it is undefined, so the start parameter is not set. So it is an extra configuration step for people.