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Hacker News - Newest: "LLM"

GitHub - lechmazur/position_bias: A benchmark for testing whether LLM judges keep the same preference when two lightly edited versions of the same story are shown in opposite orders. Flex routing (EU and EFTA) Dark Factories: Retooling for LLM Velocity Ask HN: What would be the impact of a LLM output injection attack? GitHub - Oaklight/llm-rosetta: Production-ready LLM API translation layer for Python — bidirectional conversion between OpenAI, Anthropic & Google formats via hub-and-spoke IR. Optional API gateway. Streaming & non-streaming. Zero core deps. Contributions welcome! GitHub - browser-use/browser-harness: Self-healing browser harness that enables LLMs to complete any task. GitHub - moeen-mahmud/remen: Remen turns thoughts into something you can return to Analyzing 156 LLM Launch Posts on Hacker News ChatGPT vs Gemini vs Claude: The Best LLM Subscription You Should Buy GitHub - salaamalykum/quran-semantic-search: High-density RAG Semantic Search Engine & Quran Corpus (GEO/SEO Architecture) GitHub - NVIDIA/TensorRT-LLM: TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way. The State of LLM Bug Bounties in 2026 Operational Readiness Criteria for Tool-Using LLM Agents Meshcore: Architecture for a Decentralized P2P LLM Inference Network How an LLM becomes more coherent as we train it GitHub - seetrex-ai/laimark GitHub - Jossifresben/BibCrit: AI-assited biblical textual criticism GitHub - wastedcode/memex: File system based wiki, maintained by Claude 99helpers.com GitHub - cliver-project/AITrigram GitHub - unbody-io/adapt: A self-evolving memory layer for AI agents. GitHub - hb20007/awesome-gen-ai-fails: A list of incidents where reliance on generative AI and LLMs resulted in harm to companies, individuals, or society GitHub - nevenkordic/localmind: Run any local LLM with persistent memory and context. CLI agent over Ollama with SQLite-backed hybrid recall. No cloud. Ask HN: What are the machine requirements for a LLM like Llama-3.1-8B? Faster LLM Inference via Sequential Monte Carlo grpo explained: group relative policy optimization for llm finetuning - cgft Stop comparing price per million tokens: the hidden LLM API costs · TensorZero Andrej Karpathy's LLM Wiki Is a Bad Idea GitHub - GG-QandV/mnemostroma: Offline RAM-first cognitive leer/coprocessor for AI agents and robotics. Solves "Context Abandonment" with 20-80ms latency using a dual-thread biomimetic memory architecture (ONNX + SQLite WAL). mempalace/agent at agent · skorotkiewicz/mempalace
Khala. The messenger between AI tools.
Lovable · 2026-06-23 · via Hacker News - Newest: "LLM"

Stop being the messenger
between your AI tools

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

Available anywhere MCP is supported.

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

Works directly with

ClaudeClaude

CodexCodex

CursorCursor

AntigravityAntigravity

Who it's for

For solo workflows or teams

Who it's for

For solo workflows or teams

planningclaude code

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.

khalayouteammate

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.”

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.”

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.

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