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Hacker News - Newest: "AI"

GitHub - iOfficeAI/AionUi: Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it! AI PDF Builder – Create and Fill PDF Documents with AI Nvidia CEO Jensen Huang criticizes CEOs who blame AI for job cuts GitHub - linga009/Avatar WisGate Startup API Credits Program | Apply for up to $2,000 Credits I’m tired of talking to AI US law enforcement warns of "anti-tech extremism" as AI hatred grows Factually-an AI-powered research tool to find reliable answers Question: intent of JqwikExecutor.printMessageForCodingAgents() — visible to agents, invisible to humans (1.10.0) Is coherence still a useful signal of truth after generative AI? How AI Agents Actually Work: An Architectural Deep Dive Ask HN: Why do none of the major AI agents persist memory across sessions? QVAC Hackathon I - Unleash edge AI | Hackathon | DoraHacks Atrophy SWE Tasks Doable by AI GitHub - agent-sh/agent-workspace-linux: Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop and browser over MCP, so an agent can do GUI and web work without touching your real desktop. Fighting the AI scraperbot scourge How to make sure AI doesn't spy on us or kill innocent people GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. ChinAI #360: Anthropic’s Dogma on US-China AI Competition Spotify CEO defends AI music, wants you to stop calling it 'slop' Even (very) noisy LLM evaluators are useful for improving AI agents · TensorZero DuckDuckGo Installs Increased 30% Amid Backlash to Google AI Search Cantible Mirdel - Next-generation AI Workspace Choosing to Stay Human GitHub - aslankose/imece: A decentralized AI compute cooperative where contributors earn inference credits by donating idle GPU/CPU time — measured in FLOPs, not crypto. 'Lazy' narrative to connect AI to job cuts, says Nvidia boss Jensen Huang California cheese mogul turned to AI agents to save his $50M business How Gamification and Streaks Improve AI Developer Productivity The AI Agent Harness: The Glue That Turns LLMs Into Digital Workers — Things With AI Shareholder groups push companies for stricter AI oversight Mr. Guy Invests — AI-Powered Stock Research SK Hynix and Micron: Booming AI chip demand helps create two new $1tn club members Bill Gates AI on AI (one month later) How AI threatens the giants of consulting The Ai Decoupling | Vintage Data Why Does Your AI Agent Work Better for You Than for Me? GitHub - vggg/agent-project-bootstrap: Scaffold a multi-agent Claude Code project with vault, librarian, and worker agents. Snipforge. AI Video Toolkit. 28 Tools, Free to Start. ACM Conference on AI and Agentic Systems — ACM CAIS 2026 AI Compliance Solution Did the Pope use AI to write about the dangers of AI? 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Hidalgo AI Billing is (mostly) token plumbing Xiaomi MiMo Api Open Platform - Token Plan Global Launch When AI Writes the World's Software, Who Verifies It? — Leonardo de Moura GitHub - aarifmms/keyblind: keyblind New studies find systematic religious bias in ChatGPT, other AI DeepSWE blows up the AI coding leaderboard, crowns GPT-5.5, and finds Claude Opus exploiting a benchmark loophole Meta and Google AI safety controls can be stripped in minutes, Financial Times testing finds SK hynix unveils self-cooling iHBM chips to combat AI overheating ByteDance offers AI team special stock to combat poaching GitHub - Agile-V/agile_v_skills: 🔬 Verifiable AI-Augmented Engineering Framework - Stop AI hallucinations with formal traceability (REQ→ART→TC). Agent Skills for Claude Code, Cursor, VS Code & Copilot. Enterprise-grade: ISO 9001, ISO 27001, GxP-ready. Red Team verification, multi-cycle lifecycle, behavioral anti-patterns. 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Show HN: I built a tool to auto-accept AI slop and bigtech devs loves it OpenAI admits AI hallucinations are mathematically inevitable, not just engineering flaws starlette - secwest.net - secure virtual engagement Shopify's AI Developer Sam Altman and Dario Amodei are both walking back their AI jobs apocalypse prophecies as they eye blockbuster IPOs | Fortune twitter.com Robotics giant Figure AI demonstrates its robots to the world Bay Area mom out thousands after scammers use AI to mimic daughter's voice in fake kidnapping The Swing Sensei App - App Store 6 Million Fake GitHub Stars: How to Vet Open-Source AI Tools Before You Bet on Them Why AI's Biggest Deals Price Assets Before Revenue AI chatbots show bias toward Catholicism, researchers say LMIM OS – an offline AI ecosystem. Voice, RAG, WhatsApp. ++ One file. 0 setup Authors versus AI and the risks to government public sector push There's at Least One Job That AI Isn't Killing AskMingLi: AI-assisted BaZi chart readings AI Isn't Management. Try Explaining That to Matthew Prince Who Wants to Be Hired? (May 2026) – AI Engineer (Python, RAG, Agentic Workflows) twitter.com The AI Industry Just Walked Into the Vatican Humanize – two LLM-agnostic skills to rewrite and detect AI text HypeScribe – AI-powered transcription, summaries, and search for any audio/video GitHub - NikhilSKashyap/interviewsignal: AI-native broad-interviewing. Share a code, capture thought process, auto-grade on submit. pip install, zero setup cost, pure signal. Uber burned through its entire 2026 AI budget in four months. Now its COO is questioning whether it's worth it | Fortune FlowLink: MCP proxy blocking destructive AI agent commands Blitzy AI charges by LOC generated AI-Related Issues in Securities Cases: Privilege Pitfalls, 'AI Washing' Claims FBI agent explains how easy it is to ID people posting AI porn without consent AI is killing All About Berlin Pheno: AI-Powered Personalized Health Platform GitHub - rishavsunny12/harvestGuard: Lets see how claude code creatively creates a project for me NES, SNES, Genesis, VirtualBoy, and PSX | A journey with AI and Recompilation The Rise of the AI Script Kiddie
Sotto — Your invisible interview co-pilot.
sweetgummybe · 2026-05-27 · via Hacker News - Newest: "AI"

For engineers, made by engineers

You know the answer.
Sotto helps you find it.

You've grinded the patterns. You know your complexities. But real interviews are a different beast — nerves, pressure, and a stranger watching every keystroke. Sotto sits invisibly on your screen, ready to offer a quiet nudge when your mind goes blank.

7-day free trial  ·  macOS only  ·  Google sign-in required

A calm voice when the pressure peaks

Not a crutch. A co-pilot — invisible to your interviewer, always in your corner.

📸

Problem Clarity

Capture the problem with one shortcut and get a clear breakdown — optimal approach, complexity trade-offs, edge cases — in your preferred language. Not to copy, but to confirm your instinct and get unstuck fast.

🎙

Live Transcription

Transcribes the interviewer in real time with sub-second latency. When a follow-up question catches you off guard, hit "Ask AI →" to get a focused, context-aware response — so you can speak with confidence, not guesswork.

👻

Invisible Overlay

On macOS, Sotto is excluded from screen capture at the OS level. Zoom, Teams, and Google Meet see a blank window. Always-on-top, adjustable opacity, mouse pass-through — completely out of your way until you need it.

🌐

10 languages Python, TypeScript, Java, C++, Go, Rust, Swift, Kotlin, JavaScript, C#

⌨️

Global shortcuts Capture, hide, transcribe — all without touching the mouse

Keyboard Shortcuts

⌘SCapture screen

⌘HHide / Show

⌘⇧RStart / Stop recording

⌥AAsk AI

⌘⇧PMouse pass-through

⌥[ ]Adjust opacity

Screen-recording proof

Even if your session is recorded, Sotto leaves no visible windows or overlays — excluded at the macOS OS level, not just hidden.

< > Code Python ∨

1class Solution:

2 def lengthOfLongestSubstring(self, s):

3 char_map = {}

4 max_length = 0

5 left = 0

6

7 for right in range(len(s)):

8 if s[right] in char_map:

9 left = char_map[s[right]] + 1

Use a sliding window with a hash map tracking last-seen indices. O(n) time, O(min(n,m)) space.

Your view

<>

< > Code Python ∨

1class Solution:

2 def lengthOfLongestSubstring(self, s):

3 char_map = {}

4 max_length = 0

5 left = 0

6

7 for right in range(len(s)):

8 if s[right] in char_map:

9 left = char_map[s[right]] + 1

Sotto invisible here

Interviewer's view

Excluded at the macOS OS level — not just minimized or transparent. Works on Zoom, Google Meet, and Teams.

Interview best practices

A few habits that keep things natural and undetectable.

01

Never copy-paste — always type manually

Clipboard events are trackable and instantaneous code insertion looks unnatural. Type everything out character by character, even if it takes longer.

02

Be mindful of typing speed

Don't type too fast. Real engineers pause to think, backspace, and reconsider. A perfectly steady stream of correct code is a red flag in keystroke analytics.

03

Rewrite comments in your own voice

Don't copy AI-generated comments verbatim. Rephrase them in your own words and style — or skip them entirely if they feel out of place.

04

One-time setup before your first interview

Grant Sotto microphone, screen capture, and accessibility permissions in macOS System Settings. You'll only need to do this once.

05

Keep mouse pass-through on during the interview

Mouse pass-through (⌘⇧P) makes Sotto invisible to your mouse — clicks go straight through to the interview platform beneath it, so you never accidentally interact with Sotto mid-interview. All keyboard shortcuts (screenshots, transcription, opacity) keep working regardless. Only turn pass-through off briefly when you need to scroll or reposition Sotto, then turn it back on.

06

Use a single monitor

Keep Sotto and your interview platform on the same screen. Some platforms detect multiple monitors and flag the configuration as suspicious.

07

Position Sotto near the solution editor

Place the Sotto window close to the coding area before the interview starts. This way your eyes naturally look toward the problem — not off to the side of the screen.

08

Use device microphone, not system audio

Always record from your physical mic. If the interviewer's voice comes through headphones, Sotto won't capture it — the built-in microphone only hears what's in the room.

09

Think out loud during the interview

Narrate your reasoning even when reading Sotto's answer. Dead silence while code appears is suspicious. Talking through the problem makes your process look authentic.

10

Make small intentional mistakes

Occasionally mistype a variable name and correct it, or delete a line and rewrite it. Real developers make minor errors. A flawlessly clean keystroke stream is unnatural.

11

Consider avoiding transcription if asked to screen share

macOS shows a microphone recording indicator in the menu bar whenever an app is capturing audio. If you're sharing your screen, the interviewer might notice it. Use screenshot + Ask AI mode instead — no mic indicator, no questions.

Simple pricing

7-day free trial. Then $19.99/month. Google account required.

Free Trial

$0 / 7 days

  • ✓ 10 screenshot analyses & 10 transcription sessions per day
  • ✓ Live transcription (bring your own key)
  • ✓ All keyboard shortcuts
  • ✓ Invisible overlay
  • ✓ Google account required

Download Free

Pro

$19.99/month

  • ✓ 10 screenshot analyses & 10 transcription sessions per day
  • ✓ Live transcription included
  • ✓ All keyboard shortcuts
  • ✓ Invisible overlay
  • ✓ Everything in Free Trial

Get Started

Join the Sotto community

Get help, share tips, and report bugs with other engineers.

Join Discord →

Frequently asked questions

Who is Sotto actually for?

Sotto is built for engineers who've put in the work — you've done the LeetCode, you understand the patterns, you know your complexities. But real interviews are stressful, and stress makes you second-guess yourself. Sotto is the friend sitting next to you who gives you a quiet nudge when your mind goes blank. It's not designed to carry you through an interview you're not prepared for — it's designed to make sure nerves don't tank one you are.

Is Sotto really invisible during screen sharing?

Yes — on macOS, Sotto excludes itself at the OS level. The window is excluded from all screen capture APIs, including Zoom, Google Meet, and Microsoft Teams. This works on both Apple Silicon and Intel Macs running macOS 12+.

How does Sotto help without just giving me the answer?

It can do both, depending on what you need. If you're close but stuck on an edge case, glance at the approach hint and keep going. If you've blanked entirely, the full solution is there to orient you — you still have to reason through it out loud with your interviewer. Think of it less like autocomplete and more like having a knowledgeable friend on standby.

Does Sotto record or store my audio or screenshots?

No. Screenshots are compressed and sent directly to an AI API for analysis — they are not stored on any Sotto server. Audio is streamed for transcription and is not retained.

What macOS version do I need?

macOS 12 Monterey or later. Both Apple Silicon (M1/M2/M3/M4) and Intel Macs are supported. The screen-sharing invisibility feature requires macOS 12+.

How do I get future updates?

Download the latest version from this page. Have a feature request? Email us at sottosupport@gmail.com.

Ready to get started?

Free to download. Works in minutes.

⬇️

Download Sotto for macOS

v1.2.6 macOS 12+ · Apple Silicon & Intel

  1. Open the downloaded .dmg file
  2. Drag Sotto to your Applications folder