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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
app.nz | AI Agent Cloud for Coding Agents, Deploy, Models
jacobianhess · 2026-06-09 · via Hacker News - Newest: "AI"

repos · tested PRs · deploys · hosted models

The AI agent cloud for shipping software.

Start with a repo task. app.nz runs the coding agent, proves the change with tests and visual checks, opens the PR, then hosts the app, worker, API, or Cog endpoint from the same account.

Start building Explore platform

Coding agentsRepos & PRs15+ model providersApp & GPU hostingWeb & paper search

start fast

Create Apps

Spin up a project with repos, models, and storage. Ship a full-stack AI app, no infra wiring.

autonomous

Coding Agents

Give an agent a repo task. It creates a branch, edits code, runs tests, and opens a PR for review.

git hosting

Repos & PRs

Hosted repos with GitHub sync, branch previews, review queues, and agents that repair failing CI.

chat & search

Chat & Research

Ask questions, attach files, run deep research, and keep every citation in one workspace.

agent tools

Search the Web

Fresh web results, summaries, and citations for your agents and apps, through one API key.

research

papers.app.nz

Search 200M+ papers, methods, citations, and code from one account. Built for R&D and agents.

AI storytelling

readingtime.app.nz

Generate fully illustrated kids picture books with your choice of story and image models, then read along word-by-word. Uses your app.nz credits.

model routing

Models

One OpenAI-compatible API for frontier, fast, cheap, vision, image, and code models. Auto-route or pin a provider.

deploy

Hosting

Deploy static sites, containers, APIs, workers, and model endpoints with HTTPS preview URLs on app.nz.

GPU inference

Cog Studio

Deploy Cog containers as scale-to-zero GPU endpoints with generated forms, prediction logs, and clear billing.

container CI

Build Studio

Build Docker images on app.nz workers, push to your private registry, then run them in Cog Studio or deploys.

task queues

Queues

Push JSON jobs to a queue and let agents or workers process them with retries, dead-letter, and spend caps.

CLI for the agent cloud

Start agents, deploy, and route models from your terminal.

The app CLI runs agents, builds images, ships deploys, rotates keys, and calls the model gateway. Same workflows as the web app.

macOS, Linux, and Windows builds

$ app sites create ai-dashboard --title "AI Dashboard"

https://ai-dashboard.app.nz

$ app agent run --prompt "add usage analytics" --repo acme/ai-dashboard

Creating branch feat/usage-analytics

$ app sites deploy ai-dashboard ./dist

https://ai-dashboard.app.nz

Cloud coding agents

Autonomous agents that code in your repos and ship through CI.

Hand off a task in plain English. Agents branch, build, test, open pull requests, and fix red CI. You see the plan, logs, changed files, costs, and review link before anything merges.

Plan and implement

Each agent gets a branch, sandboxed terminal, full repo context, and tools to iterate until the change is ready.

Prove it before merge

Tests, lint, security checks, and reviewer passes all run before a PR lands.

VisualBench proof

Agents screenshot the UI, compare the result, and fix their own work until the interface matches what you asked for.

Repair CI automatically

When checks fail, agents read logs, patch the regression, and rerun jobs without you copying errors by hand.

Research for builders

Chat, live web search, and deep research in one place.

Ask a question, attach files, pull live web results, run multi-step research, or search papers, then feed the answer into your next agent task. Every source stays in your account.

Research Chat

web + papers + files + model routing

one workspace

Chat

Fast assistant conversations with uploads, images, model selection, and conversation history.

Web Search

Ground answers with live web results, highlights, citations, freshness controls, and provider choice.

Deep Research

Multi-step research plans that search, fetch, summarize, cross-check, and produce source-backed reports.

Papers

Search papers, methods, datasets, GitHub code, citations, and recent work through papers.app.nz.

POST /v1/search

{"provider":"exa","type":"deep","query":"compare hosted model pricing with citations"}

POST /api/research/start

{"message":"research R2-backed model hosting options","web_search":true,"papers":true}

Models

One gateway. Route providers or host your own weights.

Point any OpenAI-compatible client at app.nz and let app/auto pick the model, or pin a provider. Host custom weights, LoRAs, and datasets on R2 storage to run inference on your own machines.

app/auto

general chat, planning, mixed workloads

auto-routed

app/auto-code

repo edits, PR repair, migrations

best-fit

app/auto-fast

realtime UX, chat, tools

low-latency

app/search-deep

web search, papers, citations, extraction

$0.001+ per search

app/auto-image

images, edits, art workflows

per output

app/model-hosted

custom R2-backed model endpoints

compute + storage

Papers search

$1 / 1,000 searches

Exa web search

$0.0077 / request

Extra result/page

$0.0011 each

R2 model storage

storage + compute

Hosting

Deploy AI apps, APIs, workers, and model endpoints to the cloud.

Use the browser Site Builder for static pages, Build Studio for containers, Cog Studio for GPU inference, and deploys for long-running apps. Each path has logs, status, and a public URL.

Create a project

Free app.nz subdomains

Claim names like my-ai-app.app.nz, attach them to a deploy, and get HTTPS without touching DNS.

Model storage on R2

Keep weights, LoRAs, datasets, and generated assets next to the workers that run inference.

Hosted model endpoints

Serve your models behind OpenAI-compatible routes and the same API keys your apps already use.

One balance, many keys

Shared credits, per-project keys, spend caps, and model lanes across agents, gateway, and deploys.

Repos at the center

Your code, agents, and deploys share one repo.

Push once. Agents branch, open PRs, and ship previews. Every repo gets HTTPS on app.nz, with branch URLs to share before merge.

FAQ

Common questions about the app.nz agent cloud

What is app.nz?

app.nz is an AI agent cloud: run autonomous coding agents on your repos, route models through one OpenAI-compatible API, deploy apps and workers, and search the web and papers from a single account.

How do cloud coding agents work?

Describe a task in plain English and point the agent at a repo. It creates a branch, writes code, runs checks, opens a pull request, and can repair failing CI or capture UI screenshots with VisualBench before you merge.

Can I use my existing OpenAI client?

Yes. Point your SDK or HTTP client at the app.nz gateway with an API key. Use app/auto for automatic model routing or pin a specific provider model when you need to.

What does pricing look like?

Prepaid credits cover agents, deploys, gateway usage, search, and GPU time. Optional Pro, Ultra, and Max plans bundle monthly credits, reserved agent machines, and quotas. See Pricing for current tiers.

Do I get a public URL for my app?

Every deploy can use a free app.nz subdomain with HTTPS, plus branch and task preview URLs. You can add a custom domain when you are ready.

Ship your next AI app today.

Agents, repos, deploys, models, and research on one account. Start free, pay as you grow.

Start building See pricing