What's new in AirJelly

Long chats stay smooth

Hundreds of messages deep, scrolling and switching between conversations remains instant — no lag, no jank.

Smoother Agent streaming

Replies flow in steadily without stuttering or jolting mid-message.

Interrupt anytime

You can start typing while AirJelly is still responding. Nothing is lost or dropped — your input is ready the moment you are.

More stable

AirJelly floats steadier than before. General reliability improvements across the board.

Memory accessible from the sidebar

A dedicated Memory entry in the sidebar lets you browse and manage everything AirJelly has learned about you — without digging through settings.

Global keyboard shortcuts

Press ⌘N anywhere to summon or dismiss Quick Ask. Press ⌘, to open Settings instantly — no mouse required.

GitHub, Gmail and Lark enabled by default

Integrations are on from the start. If a connection is missing, AirJelly will walk you through setup right in the conversation — no manual configuration needed.

Dark mode refinements

Colors and contrast are more consistent throughout. Math formulas now render correctly in dark mode too.

Faster startup

The first screen appears noticeably quicker.

Code block rendering issues fixed

Nested code blocks and unclosed code fences in AI responses now display correctly.

Dollar signs no longer trigger math rendering

Text containing $ was being misinterpreted as a LaTeX formula. Plain text with dollar signs renders correctly now.

⌘, occasionally failed to open Settings

A timing issue meant the shortcut sometimes did nothing on cold start. Fixed with a proper renderer-ready handshake.

Dark mode

A dark theme that follows your system appearance automatically. Easier on the eyes at night, and it pairs well with the visual refresh across the app.

Connect to Lark, GitHub, and Gmail

AirJelly can now take action across Lark (messages, docs, calendar, tasks), GitHub, and Gmail — all within a single conversation. Multi-tool workflows without the tab switching.

Connect to Lark by scanning a QR code

Scan a QR code to link AirJelly with your Lark workspace. Once connected, you can reach AirJelly directly from Lark.

Proactive suggestion pipeline rebuilt end-to-end

The full pipeline — from detecting what you're doing, to deciding whether to speak up, to choosing what to say — has been rebuilt. Suggestions are more relevant, less frequent, and better timed.

Faster quick-launch experience

Polished the quick-start cards in the Agent input area. The conversation sidebar also expands correctly in narrow windows now.

New conversation folders go to the top

Newly created folders appear at the top of the list so you can find them right away.

Session deadlocks resolve automatically

A watchdog now detects stalled model streams and recovers the session automatically — no more frozen conversations.

Model tier recovers on poor connections

On a weak network, the active model tier now restores correctly instead of staying stuck on a loading failure.

Stability and background noise cleanup

Upgraded Electron to fix a macOS menu log issue. Cleaned up background noise for more reliable long-term use.

Scheduled tasks

Set AirJelly to repeat work on your schedule — tidy up your to-dos every morning, send yourself a weekly recap. One line in chat creates it; manage everything from Settings.

AirJelly takes action

Instead of just reminding you, AirJelly can quietly handle tasks in the background and report back when done. Anything that touches files or sends something on your behalf gets a confirmation step first — no surprises.

Math renders properly

Equations and formulas are now typeset correctly in responses — useful for studying, checking derivations, or anything technical.

Responses look better

Markdown rendering got a polish pass — code blocks, lists, and tables feel more natural as they stream in. You can also expand the thinking trace in past conversations.

Action cards have a new look

Search, file read/write, command runs, image generation — all the action cards got a unified redesign. Cleaner and easier to scan at a glance.

Smarter about when to speak up

AirJelly now asks itself whether it can actually help before surfacing a suggestion. Fewer interruptions, more signal.

More reliable AI responses

Improved stability of the underlying model service for a smoother, more consistent experience.

Visual polish and stability fixes

Fixed a collection of small UI issues that could appear during upgrades or extended use sessions.

Three modes for every kind of task

Quick for everyday requests, Reasoning for more deliberate thinking, Pro for the hardest problems. Switch per conversation.

Task management in chat

Create, view, and update tasks directly from a conversation. No switching tabs.

Attach screenshots to feedback

Include an image when reporting something broken. Helps the team see exactly what you saw.

Markdown renders while streaming

Code blocks, lists, and tables take shape as AirJelly types — no more unformatted wall of text waiting to reflow.

Smarter about when to speak up

AirJelly now asks itself whether it can actually help before surfacing a suggestion. Fewer interruptions, more signal.

Interface matches your system language

Labels and quick-start cards display in your system language automatically. No configuration needed.

Sessions start faster

Model configuration is now cached on first load, cutting the delay before a new conversation is ready.

Context ring loads instantly

The usage indicator is visible from the first frame — no deferred load, no layout shift.

Cleaner model picker

Tightened spacing and cleaner hover states. The selector feels like it belongs rather than bolted on.

Usage balance you can trust

Daily allowances, Pro credits, referral bonuses, and promo codes all flow through one accounting model. What's shown is what was used.

Stays signed in through connection drops

Expired credentials recover silently. A brief network interruption no longer signs you out.

Session startup is more reliable

Edge cases during initialization and model loading are now handled gracefully instead of failing silently.

Minor visual fixes

Resolved a white-screen flash and date picker display issues in several views.

Screen recording exclusions

Pick which apps AirJelly never captures. Sensitive windows stay off the record — configure once in Privacy settings.

Auto-clean screenshot history

Set a retention window and AirJelly prunes old screenshots on schedule. Disk space reclaimed, nothing to maintain.

Task queue as cards

Queued tasks are now paginated cards with clear status at a glance. Tap any card to jump straight to details.

Widgets remember where you left off

Widget state is now persisted across sessions. Reopen a conversation and everything is right where you left it.

New launch animation

A jellyfish-themed animation replaces the old spinner and flows directly into the app.

Past conversations open without a flash

No more white screen or incremental reload when navigating to an older conversation.

Recaps collapsed by default

Session summaries start collapsed so they don't push the actual conversation out of view.

Plan upgrades in one tap

Pro users can move to Max directly from the app. The subscription portal handles upgrades, downgrades, and cancellations without any back-and-forth.

Auto-scroll that doesn't fight you

Rebuilt auto-scroll during responses. The view tracks content without jumping your reading position.

Nudges in your language

Proactive suggestions now appear in whichever language you're working in.

Scrolls to latest on send

Sending a message now scrolls the view to the response automatically.

Tool call results arrive in order

Fixed a race condition where generated text and tool results could appear out of sequence.

Accurate context window on reopen

Returning to an older session now shows the server-side context window size, not a stale local estimate.

Floating panel and main window share session state

The quick command panel and main window stay in sync in real time — actions in either reflect immediately in the other.

Duplicate screenshot loads fixed

Screenshots could be processed more than once in certain app-switching scenarios. This no longer happens.

Login screen no longer flickers

An intermittent flash during the sign-in flow is resolved.

Eliminated keyboard-event lag on app switch

High-frequency keyboard events during app switching no longer cause a noticeable freeze.