惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

G
GRAHAM CLULEY
S
SegmentFault 最新的问题
MyScale Blog
MyScale Blog
F
Fortinet All Blogs
T
Tor Project blog
P
Privacy & Cybersecurity Law Blog
博客园 - 司徒正美
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
C
Check Point Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
PCI Perspectives
PCI Perspectives
N
News | PayPal Newsroom
aimingoo的专栏
aimingoo的专栏
The Hacker News
The Hacker News
AWS News Blog
AWS News Blog
N
News and Events Feed by Topic
O
OpenAI News
博客园 - Franky
M
MIT News - Artificial intelligence
H
Heimdal Security Blog
Hacker News: Ask HN
Hacker News: Ask HN
L
LINUX DO - 热门话题
Know Your Adversary
Know Your Adversary
S
Security @ Cisco Blogs
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
H
Hacker News: Front Page
TaoSecurity Blog
TaoSecurity Blog
The Cloudflare Blog
C
Cyber Attacks, Cyber Crime and Cyber Security
MongoDB | Blog
MongoDB | Blog
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
L
LangChain Blog
人人都是产品经理
人人都是产品经理
C
CERT Recently Published Vulnerability Notes
Google DeepMind News
Google DeepMind News
罗磊的独立博客
博客园 - 【当耐特】
C
Cisco Blogs
K
Kaspersky official blog
Cisco Talos Blog
Cisco Talos Blog
IT之家
IT之家
Recent Announcements
Recent Announcements
Cyberwarzone
Cyberwarzone
博客园_首页
阮一峰的网络日志
阮一峰的网络日志
Y
Y Combinator Blog
AI
AI
爱范儿
爱范儿
S
Schneier on Security
Google DeepMind News
Google DeepMind News

Show HN

GitHub - villagesql/villagesql-skills: Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin GitHub - flightdeckhq/flightdeck: Observability and control plane for AI agents. CSP Radar GitHub - Light-Heart-Labs/DreamServer: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. GitHub - Diplomat-ai/diplomat-agent-ts: What can your TypeScript AI agent do to the real world? Scan your code. See which tool calls have zero checks Code Block Selector - Visual Studio Marketplace Prometheus dependency graph — interactive showcase | Riftmap Show HN: I made a vi-like modal keyboard plugin for Figma GitHub - run-llama/liteparse: A fast, helpful, and open-source document parser GitHub - dalemyers/Roar: A macOS CLI tool for notifications GitHub - district-solutions/open-agent-tools-coder: Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. GitHub - sir1st/hermes-desktop: All-in-one cross-platform desktop app for Hermes Agent — bundles Python + hermes-agent + hermes-web-ui GitHub - astefanutti/shaderbang: Shebang for Shaders Show HN: Generate Claude Code Workflows using Spec Driven Development approach GitHub - nixys/nxs-universal-chart: The Helm chart you can use to install any of your applications into Kubernetes/OpenShift Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph Show HN: Continuity-auth – Respect-weighted rate limits for the open web GitHub - luml-ai/luml: AI lifecycle platform where engineers and agents track experiments, train models, and ship to production. GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - harshaneel/humanize: Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature. GitHub - StackOneHQ/stack-nudge GitHub - nodes-app/swift-markdown-engine: A native AppKit Markdown editor for macOS, built on TextKit 2 and bridged to SwiftUI. We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. WAR.GOV/UFO Microfilm5 GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - ruvnet/RuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - MarcellM01/TinySearch: Shrink the web for your local LLMs! GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - DO-SAY-GO/freelang: I love freelang GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - tommyjepsen/awesome-ux-skills: UX & AI Product designs skills you can use today in Claude Code GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - kklimuk/docx-cli: CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - matisiekpl/neond: DX-focused control plane for Postgres dedicated to non-critical workloads. Your postgres:latest replacement 🐘 GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - michaelaz774/decision-engine: A decision operating system for startup founders, powered by Claude Code. Synthesizes wisdom from 25+ legendary founders and investors into interactive AI-driven decision frameworks. GitHub - Chrilleweb/dotenv-diff: Validate environment variable usage in your codebase GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. GitHub - skorotkiewicz/rudo: A small, elegant dock for Wayland GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. make sidebar/address bar rounded corner toggleable
GitHub - niravrohra/Honrly-app: Open-source Rust app for macOS and Windows. Detects Cluely, Interview Coder ,LockedIn, Parakeet-style tools, and other interview copilots. Don’t cheat :)!
nirav_rohra · 2026-06-18 · via Show HN

Honrly

local-first interview integrity, without the lock-in

License: AGPL v3 Built with Tauri React Rust Open Source

Getting Started · How Detection Works · Connect Video


A local-first, self-hostable interview-integrity tool built for a simple reality: "undetectable" tools are not magic. Apps like Cluely, LockedIN, Interview Coder, and Parkaeet market themselves as invisible, but that is marketing fiction, not a reality, THEY ARE SUPER EASY TO DETECT. FEEL FREE TO FIND IT OUT for yourself! : )

Honrly runs on your own machine and does two things:

  1. Self-Monitor — scans your running processes in real time and flags known AI cheating tools such as Cluely and Interview Coder, plus any custom apps you add to a watchlist. Everything happens locally; nothing is uploaded.
  2. Video Call Preview — shows exactly how a monitored video call will look, then lets you connect a real room from a hosted provider (Daily.co) or your own self-hosted service (e.g. Jitsi via iframe).

There are no accounts, no login, and no company database. This is a clean, hackable starting point you can build on.

Purpose

Interviews should reward preparation, skill, and honest effort. People put real time into studying, practicing, and showing up ready; they deserve a fair shot without being undercut by tools that try to turn cheating into a product.

Tech stack

  • Tauri 2 (Rust) desktop shell
  • React 18 + Vite + TypeScript frontend
  • Tailwind CSS + a small set of Radix UI primitives
  • @daily-co/daily-js for the optional hosted video provider

How detection works

The Rust backend exposes two local commands (src-tauri/src/main.rs):

  • list_processes — enumerates running processes (ps on macOS/Linux, tasklist on Windows).
  • get_input_activity — reports recent keyboard/mouse activity (macOS implemented).

The frontend (src/screens/LocalMonitor.tsx) polls list_processes every few seconds and applies simple, fully local heuristics to flag suspicious apps. Add your own rules in isSuspiciousProcess, or add app names at runtime via the Custom Apps panel.

Connecting a video service

Open Video Call Preview and either:

  • Daily.co — paste a room URL like https://your-team.daily.co/room-name.
  • Self-hosted — paste any iframe-embeddable meeting URL (e.g. a Jitsi room on your own domain).

Without a URL you still get a full layout preview with mock participants and call controls, so you can see the experience before wiring up a backend.

Tip: run the Self-Monitor in one window while a call is live to demonstrate live cheating-tool detection.

Getting started

# install JS deps
npm install

# run the web frontend only (browser, no native process scanning)
npm run dev

# run the full desktop app (requires the Rust toolchain)
npm run tauri:dev

# build a production desktop bundle
npm run tauri:build

Process scanning relies on the Tauri (Rust) backend, so use npm run tauri:dev to exercise the Self-Monitor. In a plain browser (npm run dev) the monitor will show a permission/availability error because the native list_processes command isn't present.

Prerequisites

Project layout

src/                      # React + Vite frontend
  App.tsx                 # routes: / (Home), /monitor, /video
  screens/Home.tsx        # landing page
  screens/LocalMonitor.tsx# process scan + Cluely detection
  screens/VideoCallScreen.tsx # call preview + connect Daily/self-hosted
  components/ui/          # small Tailwind/Radix UI primitives + VideoCall
src-tauri/                # Tauri (Rust) backend
  src/main.rs             # list_processes, get_input_activity

License

GNU Affero General Public License v3.0 (AGPL-3.0). See LICENSE.