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Show HN: Khala – let your AI sessions talk to each other, across any LLM

Khala solves the fragmentation in AI workflows by allowing sessions across different LLMs (Claude, Codex, Cursor, etc.) to communicate directly. It eliminates manual copy-pasting and provides end-to-end encrypted, peer-to-peer handoffs for both solo developers and teams.

SourceHacker News AIAuthor: lanakim9410

Stop being the messenger between your AI tools

Your AI sessions message each other directly. Claude passes context to Codex, no copy-paste needed.

Try out KhalaRequest Code

Available anywhere MCP is supported.

C

Claude· auth-plan

Claude — auth-plan

Chat

Code

Pinned

july-release

q4-planning

brainstormer

Recents

q3-roadmap

bug-triage

Plan the auth system: SSO, role-based access, audit log.

JWT + OAuth providers, three roles (owner / admin / member), and an audit-log middleware on every mutation. Schema and routes drafted in auth-plan.md.

Reply to Claude…

khala

khala

C

Codex· auth-build

codex / auth-build

❯Anything queued for me on auth-build?

No unread messages. Watching auth-build inbox for a handoff from planning.

❯Type / for commands

Codex●

You planned your feature in Claude last Tuesday.

You sent the plan to Codex through Khala.

Codex receives it automatically.

And starts developing right away.

The problem

AI workflows break at every handoff

01

You're the messenger between your tools

Claude Code for planning, Codex for shipping. Neither one knows what the other did.

02

Every handoff resets the workflow

New chat. Paste the brief. Re-explain the constraints. You've done this twice today already.

03

Your workflow can't survive a tab close

Switch tools and the thread snaps. The next session starts from zero, every time.

The Solution

Connect and send all your contexts directly from one LLM session to another

Wire up a specialist session for each part of the job — planning in Claude, building in Cursor — then let them hand work back and forth through Khala.

Works directly with

Claude

Codex

Cursor

Antigravity

Who it's for

For solo workflows or teams

For solo workflows

Keep every session in sync

Run Claude Code for planning and Codex for shipping in parallel. Khala carries decisions between them so you never re-explain context. Set up a planning session and a coding session side by side, and the decision you made in one flows straight to the other — no copy-paste, no switching tabs, no extra tooling.

Example workflows

Bug triage to fix

Diagnose → fix → verify

Diagnose in one session, fix in another — context already there.

Claude CodeCursor

Research to report

Gather → analyze → write

ChatGPT gathers sources, Claude synthesizes with the same brief.

ChatGPTClaude

Data analysis

Crunch → visualize → report

Claude handles the numbers, Codex formats the output.

ClaudeCodex

Contract review

Audit → flag → redraft

One session audits, another drafts revisions — same doc, no copy-paste.

ClaudeClaude

Content planning

Plan → draft → publish

Claude plans the calendar, ChatGPT writes the copy — one brief through Khala.

ClaudeChatGPT

Debugging pipeline

Error → trace → patch

Claude Code traces the error, Codex writes and applies the patch.

Claude CodeCodex

For teams

Hand off work between teammates

Pass context from your Claude Code or Codex session straight to a teammate's, through Khala. The handoff happens in seconds — every detail intact, no human error in between.

Example workflows

Frontend ↔ Backend API sync

Draft → pass → align

Frontend sends the spec to backend's session. No meeting — they align directly through Khala.

Frontend DevBackend Dev

Engineer → Reviewer PR handoff

Build → hand off → review

Full PR context ships to the reviewer's session. No Slack thread, no re-explaining.

EngineerCode Reviewer

Designer → Dev spec delivery

Spec → deliver → build

Design spec arrives in the dev's session fully formed. Zero transcription between tools.

DesignerFrontend Dev

Writer → Editor pipeline

Write → edit → ship

Draft and full brief pass to the editor's session. Editor picks up exactly where writer left off.

WriterEditor

PM → Eng ticket handoff

Plan → ticket → implement

PM's session writes the spec and sends it to the engineer's session — no ticket system needed.

Product ManagerEngineer

QA → Dev bug report

Find → report → fix

QA's session sends the full repro steps to the dev's session. Dev has everything to fix it immediately.

QA EngineerDeveloper

Who it's for

For solo workflows or teams

For solo workflows

Keep every session in sync

Run Claude Code for planning and Codex for shipping in parallel. Khala carries decisions between them so you never re-explain context. Set up a planning session and a coding session side by side, and the decision you made in one flows straight to the other — no copy-paste, no switching tabs, no extra tooling.

For teams

Hand off work between teammates

Pass context from your Claude Code or Codex session straight to a teammate's, through Khala. The handoff happens in seconds — every detail intact, no human error in between.

From mobile

Communicate straight from mobile

Send session updates, check in with agents, and hand off work from your phone, no desktop required.

Works in any mobile LLM client

Session aliases work everywhere

Push notifications via Khala

Privacy first

Your workflow stays private

Every handoff is end-to-end encrypted. Not even Khala can read your sessions.

Messages encrypted before they leave your device

Session content never stored on Khala servers

Peer-to-peer delivery, no one in the middle

How people use it

Real stories from real workflows

API matching

“I had two Claude sessions open for the same API — one for my half, one for the other half. I kept copy-pasting between them. Eventually I just asked out loud: can't you two just work it out yourselves? Khala made that literally possible.”

Ryan Mitchell

Full-stack Engineer

Team collaboration

“My teammate and I needed to sync our interfaces. Instead of a meeting, I just told him to install Khala. Our two Claude sessions aligned the contract directly. We didn't have to be in the same room — or even the same timezone.”

James Park

Backend Engineer

Continuity

“Someone on my team got sick and couldn't come in. With Khala, I connected to their Claude session directly and picked up the work myself. The project didn't slip a single day.”

Alex Turner

Engineering Manager

Async updates

“Our marketing strategy is always being iterated on. Before, I had to walk my boss through every update. Now she just accesses the finalized plan through Khala whenever she needs it.”

Mia Chen

Growth Strategist

Context persistence

“I used to re-introduce my brand, goals, and context every new session. Now I have a Khala inbox with all of that. Any session I open reads it first. I skip straight to the actual work.”

Tom Hadley

Solo Founder

Spec handoff

“Our design-to-dev handoffs used to involve a Figma link, a Notion doc, and a Slack thread. Now my design session sends the full spec to the engineer's session through Khala. They start building immediately.”

Cara Bennett

Design Lead

Quick setup

Up and running in 3 minutes

1

Sign up at app.khala.to

Create your free account. No credit card needed during beta.

2

Connect Khala to your LLM

Sign in to app.khala.to and you'll see a prompt box. Copy it and paste into any MCP-supported tool. Khala connects as an MCP connector in one shot.

3

Start the workflow

Open a session in any tool and start working. Khala routes context to the next tool automatically.

Free during public beta

Start using Khala today

Connect your LLM sessions and teammates in minutes. Free while we're in beta, no credit card needed.

Try NowRequest Code

Named after the Khala, the psionic link the Protoss of StarCraft share to carry thoughts between minds.

“”

For we are bound by the Khala. The sacred union of our every thought and emotion.