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The Last Watchdog
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Application and Cybersecurity Blog
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MIT News - Artificial intelligence
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Vulnerabilities – Threatpost
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让小产品的独立变现更简单 - ezindie.com
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www.infosecurity-magazine.com
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V2EX
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Cybersecurity and Infrastructure Security Agency CISA
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Threat Intelligence Blog | Flashpoint
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Docker

Show HN

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 - pileax-ai/pileax: PileaX is an all-in-one AI knowledge base system. 🍀 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
Brightdeck — The AI Presentation Maker That Speaks Fluent PowerPoint
mfn-throw · 2026-06-14 · via Show HN

Write a prompt or upload an existing PowerPoint deck. Brightdeck delivers a C-suite-ready, on-brand presentation in 2 minutes.

Trusted by professionals who demand excellence

Other AI tools break your decks.
Brightdeck doesn't.

See the difference

Same prompt. Two AIs. Drag to compare.

Three steps from prompt to finished deck.

  1. Step 1

    Upload a deck or write a prompt

    Drop in a PowerPoint your team sent you, or describe the deck you need from scratch. Brightdeck reads both.

  2. Step 2

    Tell Brightdeck what you need

    Add three slides on Q4 strategy. Reformat for the board. Build the whole pitch from these notes. Plain English works.

  3. Step 3

    Get a finished deck that matches your layouts

    Native .pptx. Your fonts. Your layouts. Open it in PowerPoint and present it without touching a thing.

Three input modes. One PowerPoint output.

Whether you start from a prompt, a document, or your team's existing deck — Brightdeck builds the right slides.

Build Board-Ready Decks from Scratch in Minutes.

No more "basic" AI templates. Brightdeck's engine generates complex, elite consultant-grade layouts straight from your browser.

Stop Wasting Hours Nudging Text Boxes

Building decks shouldn't be 80% tedious formatting. Brightdeck handles 100% of the pixel-pushing for you. Our engine automatically turns your rough ideas into perfect visuals that tell the exact story you want to tell. No more fighting with margins or dragging shapes—just flawlessly designed slides on the first try.

Look Like the Smartest Person in the Room

Stop settling for basic bullet points and stock photos. Brightdeck's engine automatically structures your raw text and data into professional process flows, strategic matrices, and high-end layouts that look like you spent hours iterating with a design team and elite consultants.

The Only AI That Works Inside Your Existing Decks

Brightdeck is the only AI built for real-world workflows. Upload your company's massive, messy master deck. Tell the AI what you need. It perfectly injects your new slides, flawlessly matching the exact fonts, margins, and context of the existing presentation. No starting over. No broken layouts.

See Brightdeck in action.

Real decks made with Brightdeck.

Browse more

Built for real PowerPoint workflows.

  • Native .pptx output

    Real PowerPoint files. Open in PowerPoint or Keynote. No web viewer required.

  • Adds slides to your existing deck

    Upload your team's deck. Brightdeck matches its fonts, colors, and layouts when adding new slides.

  • Brand-consistent layouts

    Picks up your fonts, color palette, and layout patterns. No generic AI templates.

  • Speaker notes included

    Every generated slide includes the speaker notes you'd write yourself. Walk on stage and present.

  • Charts, tables, and frameworks

    2x2 matrices, process flows, MECE decompositions, and financial tables — generated as native PowerPoint shapes, not flat images.

  • Free to start

    No credit card required. Generate a full deck on the free tier and decide if it's a fit.

The Brightdeck Difference

Built for people whose decks are the work product.

  • Consulting Client-ready slides at consultant pace
  • Strategy Board decks without the all-nighters
  • Sales Pitches that match every prospect's brand
  • Fundraising Investor decks built around your numbers
  • Founders From rough notes to a deck before lunch
  • Internal Comms All-hands and QBRs that don't bore the room

Common questions about Brightdeck.

Can Brightdeck add slides to a PowerPoint deck I already have?

Yes — this is what Brightdeck is built for. Upload your existing .pptx, tell Brightdeck what slides you need to add, and the new slides will match the deck's existing fonts, colors, and layouts. The slides already in the deck stay exactly as they were.

What file formats does Brightdeck support?

Output is native PowerPoint (.pptx) — open it in PowerPoint, Keynote, or any tool that reads .pptx. For input, Brightdeck accepts existing .pptx decks, plain-text prompts, and pasted document content.

Does Brightdeck support Google Slides?

Brightdeck currently outputs PowerPoint (.pptx). Google Slides will import .pptx files, but native Google Slides output is on the roadmap rather than shipped today.

Can I edit the deck in PowerPoint after Brightdeck generates it?

Yes. Brightdeck outputs a real .pptx file with editable shapes, text boxes, charts, and tables — not flat images. Open it in PowerPoint and edit anything.

Are speaker notes included?

Yes. Every generated slide includes speaker notes you can read live or rewrite for your voice.

How is Brightdeck different from Microsoft Copilot for PowerPoint?

Copilot generates slides inside PowerPoint using Microsoft's standard layouts. Brightdeck generates consulting-grade layouts (matrices, frameworks, charts) and respects the brand of an existing deck when adding new slides. Copilot replaces what you have with its templates; Brightdeck preserves what you have and matches it.

Is Brightdeck free to use?

There's a free tier. No credit card required to start, and you can generate a full deck on the free tier before deciding if it's a fit.

How does Brightdeck handle my data?

Uploaded decks and prompts are processed to generate your output. Full details — what's stored, how long, and your control over deletion — are in our Privacy Policy.

Ready to elevate your presentations?

Build native, C-suite-ready PowerPoint decks with Brightdeck.

No credit card required.