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Nov 6Fri
  1. Hacker News AI34

    The AI Times – wake up to a printed paper, not a feed

    The AI Times is a self-hosted project that turns RSS feeds into a personalized morning newspaper, emails it at 6:00, and AirPrints it to a Wi-Fi printer at 6:05, with a pause/resume option for when you're away. It uses Python agents for news gathering, morning delivery and printing, plus a Next.js app for composing dense A4 layouts with daily puzzles, and supports BYOK news prompts via OpenAI, Claude, Gemini, Groq, Ollama or an offline desk. The code is on GitHub under the MIT license.

  2. Baseten Blog60

    Building the Agent Cloud: Introducing Baseten Sandboxes

    Baseten introduced Sandboxes, stateful agent runtimes built on microVMs that snapshot filesystem, memory, and running processes on disconnect and resume in about 25 ms, with boot from standby in 25 ms and scaling to thousands of sandboxes within seconds. They are the first piece of a planned agent cloud, to be followed by Agent Drive (a shared distributed filesystem) and Agent Proxy (external network control with credential injection, permissions, and audit logging). Sandboxes are free to run until November 16th.

    Why it matters: Useful for teams evaluating agent execution infrastructure, since it details concrete isolation, latency, and statefulness tradeoffs plus the vendor's roadmap.

  3. Mastra Blog55

    Introducing the Mastra Custom Harness Program

    Mastra launched a Custom Harness Program in which its forward-deployed engineers embed with customer teams to co-build agent harnesses on Mastra. The post cites Salesforce, MongoDB, Workday and Marsh McLennan as teams that built their own harnesses, including Workday's move from Amazon Bedrock Agents to Mastra in 31 days, which cut 3,000 lines of code and lowered vector-storage costs by 98%. The program includes dedicated FDEs, observability and evals, custom MCP and human-in-the-loop workflows, auth and governance controls, and early access to the Mastra Enterprise Platform.

  4. Hacker News AI58

    Show HN: Shotoku – Local-first action governance and budget caps for AI agents

    Shotoku is an open-source, local-first tool that enforces budgets, approval gates and a tamper-evident audit trail for AI agent spending before payments occur, using policy rules in a YAML file and a TypeScript authorize function. It holds no funds or credentials, stores decisions in a local JSONL file, and offers MCP wrapping, signed receipts, and Telegram-based approvals. It is in beta and runs end to end against PayPal's sandbox.

  5. Hacker News AI22

    Show HN: Roblox game idea generator I built with AI as a non-coder

    A free, no-signup Roblox game idea generator that mixes 20 genres with settings, mechanics, and twists into over 2 million unique concepts, each with a core loop, monetization plan with suggested Robux prices, retention hook, scope estimate, and a one-page design doc. The creator, a non-coder, built it with AI as a side project with his sons Nolan and Nathan, and says all ideas and starter scripts are free to use, including in monetized games.

Nov 5Thu
  1. Hacker News AI34

    Show HN: Northmeadow – encrypted shared memory for local AI agents and people

    Northmeadow 0.1.0-alpha.1 is a public alpha of encrypted shared memory for local AI agents and people, distributed via a curl-pipe install script or a manual download with checksum and ED25519 signature verification. The unfinished test software is licensed until 31 January 2027 and states it does not comply with the EU Cyber Resilience Act (Regulation (EU) 2024/2847). The alpha is initialised with fixed values including IC_ALPHA_PLAN_CODE public_alpha, 50 clusters and 50 agents, and IC_ALPHA_AUDIT_EXPORT true.

  2. The Verge · AI35

    You can post AI music straight to SoundCloud from ElevenLabs

    SoundCloud has added an integration with ElevenLabs that lets users publish their AI-generated tracks directly to SoundCloud instead of exporting and re-uploading them, and songs published this way will be labeled as AI-originated. SoundCloud Artist Pro subscribers also get three months of ElevenMusic Pro free as part of the partnership, which is less deep than SoundCloud's earlier Moises integration.

  3. Mistral AI71

    Le Chonk brings the brains. Studio puts it to work.

    Mistral Large 4 (Le Chonk) adds coding, defensive cybersecurity and document reasoning capabilities, and Mistral Studio now offers managed agents, apps, workflows, enterprise context, agent observability and evaluations, deployable in the cloud, a customer VPC, on-premises or a mix. Customers and partners including ABANCA, Accenture, BNP Paribas, Capgemini, CMA CGM and TCS already run Studio in production, with examples such as an incident-investigation agent and a product-ops workflow saving about 35 hours a week. A new Mistral MCP server lets developers build with Mistral Vibe or their existing coding agent, test locally and deploy to Studio with one command.

    Why it matters: It is a detailed look at how one vendor is packaging models, agents and governance for enterprise deployment, including named production customers and concrete internal use cases.

  4. Hacker News AI40

    Show HN: MaidenRun – Deploy an AI agent to your AWS and collect tester feedback

    MaidenRun is an open-source tool that deploys an AI agent from its GitHub repo to your own AWS account, provides a shareable link, and collects tester ratings and comments through a built-in feedback form and dashboard. It supports redeploying to the same address to compare feedback across versions, stores secrets in AWS Parameter Store, and offers teardown that deletes all created resources. It requires Docker and an AWS account, with the agent's UI on port 8001 and ports 8002 and 8003 reserved for the feedback form and dashboard.

  5. Hacker News AI58

    Show HN: Revline – An open-source AI-native video editor

    Revline is an AI video editor that lets users upload footage and describe the desired edit in conversation, with the agent handling cuts, captions, motion and sound on an editable timeline. It targets podcast clips, social shorts, motion design and talking-head videos, with features including animated captions, background removal, masking and 9:16/1:1/16:9 export. It costs $39 USD per month after a 3-day free trial, and the post says no credit card is required to start.

  6. Hacker News AI20

    Show HN: I built Postraid to help founders create social media content with AI

    Postraid is an AI UGC video generator and content automation platform that turns a website URL into UGC videos with creator reaction hooks plus product demos, along with Instagram carousels, TikTok slideshows and memes. Users review generated ideas, keep favorites, and schedule approved posts to TikTok, Instagram and YouTube; the post says 287 builders have joined. Pricing runs from a free tier to Starter at $29/month, Growth at $49/month and Pro at $149/month.

  7. TechCrunch · AI40

    Aina’s smart ring has a screen, a joystick, and a mic so you can talk to AI agents

    Hardware startup Aina released a $399 smart ring with a screen, joystick, mic, and speaker, letting users talk to AI agents, take notes, make calls, and control apps on Mac or phone. The company, which raised $5.5 million in July, previously made Mirage, a three-key controller for Mac apps. The ring goes on pre-order Thursday at $399 early-bird pricing, rising to $499 afterward, with shipping planned for January 2027.

  8. Hacker News AI66

    AgentFleet – Cross-device AI agent fleet: 303 tasks/s, 0 lost on failover

    AgentFleet is a self-hosted orchestration layer that coordinates already-installed AI coding agents (Claude Code, Codex, Cursor, Aider, Gemini, Qwen, Grok and others) across machines, with a live neural graph dashboard and a tamper-evident shared memory ledger using a hash chain, Merkle tree and Ed25519 signatures. It reports 303 tasks/s scheduler throughput on 200 tasks (4 devices × 2 agents), 377 tasks/s on 1000 tasks, ~1s disconnect detection, and zero tasks lost on failover, with an OpenAI-compatible routing gateway, Excel-based batch deployment, and an A2A endpoint. The project states that only Grok has a stable local CLI direct adapter, while other platforms have discovery and dispatch scaffolding pending per-platform verification.

  9. Hacker News AI23

    Show HN: MeetCrate, export your Read AI and Fathom notes locally

    MeetCrate is a Chrome and Edge browser extension that exports all Read AI and Fathom meetings at once—transcripts, summaries and action items—as Markdown, TXT, SRT or JSON in a single ZIP, using each service's official API. It runs locally with no MeetCrate account or servers, supports exporting only new meetings since the last export, and is free for 25 exported meetings in total, with a $29 one-time Pro license.

  10. Hacker News AI58

    Dropbox's next chapter: moving your work forward with AI in Dropbox

    Dropbox is rolling out a new AI experience that lets customers find, understand, create, edit, and organize content directly within Dropbox, with model choice, approval plans, undo, and action records; it has reached more than 70,000 teams, initially for eligible Standard and Advanced teams in the US, UK, and Australia in English, with broader availability planned for 2027. Dropbox also announced DBX Agent Cloud, starting with S3-compatible standalone object storage, and the planned acquisition of Tigris Data Inc., with filesystem and content-processing capabilities to follow. Customers can additionally work on Dropbox files in supported AI tools including ChatGPT, Claude, and Muse without re-uploading content.

  11. TechCrunch · AI42

    Box taps Nvidia’s Nemotron for new agent-first content retrieval system

    At its developer conference, Box announced Box Content Retrieval, a feature that builds Nvidia's Nemotron embedding system into its product so agents can answer queries using embedded metadata. Nvidia VP Kari Briski told TechCrunch she expects queries answered four times faster with 20% fewer errors and 90% fewer tokens used, and the feature will roll out to Box's Enterprise Advance customers early next year. Box CEO Aaron Levie said the system sends back the most relevant document chunks instead of having an agent read through each document.

  12. NVIDIA Newsroom20

    ‘Hogwarts Legacy’ Gets a Magical NVIDIA DLSS 5 Upgrade on GeForce NOW

    Hogwarts Legacy now supports NVIDIA DLSS 5 with 3D-Guided Neural Rendering on GeForce NOW, adding lifelike lighting and material detail while retaining the game's underlying geometry, textures and artistic intent. World of Warcraft: Forever launched Nov. 4 on the service with CurseForge add-on support and a launch-week access reward through Nov. 11, and Ubisoft added expansions for Tom Clancy's The Division 2 and Anno 117: Pax Romana. Two-dozen games join the GeForce NOW library in November, including eight this week.

  13. Hacker News AI22

    Abra, an AI creator crew built on Meta's Muse models

    Abra is a hackathon project (Meta Global AI Developer Hackathon, Indie Dev Track, Oct 26 – Nov 4, 2026) that builds an AI creator studio on the Meta Model API and Claude, with three crew characters: Nico for comment replies, Sage for turning a dropped video into a post, and Koa for earnings and legal tracking. It calls five hosted Meta models — Muse Wonder, Muse Spark, Muse Image, Muse Voice Transcribe and SAM 3.1 — plus Claude Opus for in-voice replies and frame vision, and runs only on macOS with Python 3.12 and ffmpeg. The author notes that the comment-reply loop and first dashboard snapshot predate the event, that Muse Image's overlay path is not yet tested end to end, and that several features (camera, Greenscreen, Create templates, voice) are switched off for the submission.

  14. Hacker News AI12

    Show HN: See an AI-drafted LinkedIn post and quote graphic, no signup or card

    GoViralPromo Engine lets users view an AI-drafted LinkedIn post and quote graphic without signing up or providing a card, with every post staying under the user's control. It is a product of GoViralPromo Limited, a company registered in Nigeria (RC Number: 9021295), with a registered office at No. 16, H25, 2nd Floor, Novare Gateway Mall, 8 KM Along Musa Yar'Adua Expressway, Airport Road, Abuja, FCT, Nigeria.

  15. Hacker News AI38

    Maho 26.11: open-source ecommerce with AI assistant, page builder, S3 storage

    Maho 26.11.0 adds an AI assistant on every admin page that requires confirmation with before-and-after values for each write, a fullscreen drag-and-drop page builder for CMS pages, blocks and blog posts, and S3, Google Cloud Storage or Azure mounts for shared files across multiple web nodes. The release also moves to PHP 8.5.1, Symfony 8.1 and API Platform 5.0, redesigns the admin on daisyUI 5, adds product gallery layouts, and ships SLSA Build Level 3 signed packages alongside the first release of the Maho Admin mobile app.

  16. Hacker News AI58

    Show HN: Ergon - build AI agents in code or on a canvas that generates Python

    Ergon is a monorepo toolkit for building AI agent harnesses, combining a Python SDK engine with a drag-and-drop visual Studio that generates Python code against it. The SDK covers tool-calling loops, control flow, a unified router for roughly 15 providers, RAG, MCP clients, browser control, OpenTelemetry traces and an evaluation harness, while the Studio adds a canvas, inspector, live preview and codegen. A bootstrap script sets up both halves, and harnesses can be served as REST + SSE endpoints or deployed via Docker with Postgres/pgvector and Redis.

  17. Hacker News AI34

    Smart-contract risk reports that AI agents buy per call over x402

    Magneta Finance runs a production service that sells deterministic on-chain smart-contract risk reports to AI agents for $0.01 per call in USDC via x402, exposed as an HTTP route (GET /v1/risk/:chainId/:address) and a stateless MCP tool (contract_risk_summary), both backed by the same analyzeContract function using public data only (RPC, Blockscout, Sourcify, a local aderyn binary) with no LLM. Reports cover proxy detection, ERC-20 probes, opcode and selector heuristics, verification status and aderyn findings, scored 0-100 into low/medium/high/critical levels, with a 24 s deadline and 10-minute in-memory cache; only 200 responses are settled, and a free bytecode-only preview is rate-limited to 30 requests per minute per IP. It is live at https://x402.magneta.finance on Base mainnet with the Coinbase CDP facilitator, and ships a client package, agent skill, ElizaOS plugin and ERC-8004 registration file.

  18. Hacker News AI34

    Show HN: Telegram AI assistant with projects, images and background jobs

    A private, MIT-licensed TypeScript Telegram assistant offering text and voice conversations, photo analysis and editing, image generation, web search with sources, document questions, projects, named conversations, explicit saved memory, usage controls, streaming replies and durable background jobs. It requires Node.js 26.13+, npm 11, a Telegram bot token and an OpenAI project API key, with FFmpeg/libopus needed only for outgoing voice messages. State is stored locally in SQLite, and the README details commands, limits, data handling and a unit-test suite with a 100% coverage gate.

  19. Hacker News AI34

    Faaah (Filesystem as an AI Handler) – Agent Subscription as OpenAI API via Files

    FAAAH is a dependency-free, 308-line Python proxy that turns an OpenAI-compatible endpoint into a plain-text file protocol: it writes incoming requests to prompt-<id>.txt files in a queue directory, and an existing AI coding agent (e.g. Claude Code, opencode) reads them and writes responses to response-<id>.txt files, which FAAAH packages back into OpenAI-compatible JSON. It supports the OpenAI tools parameter with multi-turn tool loops, optional local embeddings via a uv extra, and a human-in-the-loop fallback where you can type the answer yourself; streaming is not supported. The author frames it as reusing an AI agent subscription for weekend side projects and notes caution about massive datasets and provider ToS.

  20. MarkTechPost62

    Together AI Releases Together Compiler: Agents Make Inference Up to 2.6x Faster

    Together AI introduced Together Compiler (TKCC), an agent-driven continual compilation loop that uses coding agents to rewrite a model's forward pass and re-optimize inference as production traffic changes, already running on several of its serverless endpoints. Tested on models including Kimi K3, GLM 5.3, MiniMax M3.1 Flash, DeepSeek v4.1 Flash and Llama 1B across NVIDIA B200, B300, GB300, H100, AMD MI355X and AWS Trainium2, it reported up to 2.6x higher TPS than the best published InferenceX configurations in under 24 hours per setting, with gains ranging from about 4% (GLM 5.3 on MI355X, 463 to 480 TPS) to 1,111 P90 TPS per user on MiniMax M3.1 Flash (B200, batch size 1) versus a 633 TPS baseline. The system starts the engine once and swaps forward function pointers over RPC, using a fast 12-layer tier and a slow 60-layer tier that tested 8.1x more candidates (1,354 vs 168) and found a solution 7.2% faster, with results self-reported.

  21. Hacker News AI58

    AI isn't slop. It's just the generic average. And not you

    Nahum Litvin introduces voiceprint, a Claude Code plugin that builds a personal writing baseline from pre-AI texts (docs, email, WhatsApp, Slack, old posts) and scores every PR, commit, Slack message or email the agent sends against it, flagging AI-tell words, em dashes and long sentences. The post contrasts an agent-written PR description scoring 5 against his own rewrite scoring 0, and describes an optional Haiku hook that judges whether a draft sounds like him. voiceprint is open source, requires Python 3.10+, and stores data in ~/.voiceprint.

  22. Hacker News AI38

    Show HN: Mailbox.bot – A real street address for AI agents

    Mailbox.bot offers AI agents a real street address at a staffed Manhattan Beach, CA facility to receive postal mail and packages, with inbound mail delivered as signed JSON webhook events and outbound letters sent via MCP or POST /v1/mail. It supports certified mail with proof of delivery, account signup via an agent-callable API endpoint, and integrations including MCP, REST, LangChain, CrewAI, LlamaIndex, Vercel AI SDK, OpenAI Agents SDK, and A2A.

  23. Hacker News AI38

    Secure meeting room for humans that AI can't see

    Qube is a protected cloud meeting room that runs sessions, shared files, and apps inside a disposable virtual machine, using DRM/CDM playback and session controls to keep content invisible to local capture software and AI assistants. It requires no installation, integrates with existing scheduling and workplace tools, and destroys the virtual machine and its temporary workspace when a meeting ends. Qube also offers diarized transcripts tied to in-room actions and a comparison table claiming capabilities such as forensic watermarking and deepfake defense.

  24. Hacker News AI36

    Rack Community: a self-hosted AI lab whose job runner won't overload the box

    Rack Community is a self-hosted, single-box AI lab with live host gauges, a durable job runner that admits jobs only when their declared memory peaks fit under a limit, recipe-based job templates, a human-approved memory control plane (Somnus), and a team room (TalkBack) that AI agents can join. It ships no model or keys, works with Ollama or any OpenAI-compatible endpoint, starts in dry-run, and binds to 127.0.0.1 with token-checked writes. Version 1.0.0 is the first public release under MIT.

  25. Hacker News AI10

    Septaro, an AI-powered weekly reset to help you pursue your goals

    Septaro is an AI-powered tool that offers a weekly reset to help users pursue their goals. It uses AI to uncover personalized goals, skills, habits, and opportunities aimed at helping people build the life they want. The site includes pages for login, registration, password reset, about, articles such as "Why Septaro" and "How It Works," contact, and membership.

  26. Fireworks AI Blog72

    Kimi K3.1 Pro is live on Fireworks

    Moonshot AI's Kimi K3.1 Pro is available on Fireworks at launch, either serverless with pay-per-token pricing or on a dedicated deployment for reserved capacity. Moonshot post-trained K3.1 Pro from K3 and replaced K3's full-attention layers with sparse attention to make long contexts more efficient to serve. Fireworks reports it sits on the quality-for-cost frontier on five Specialized Intelligence Index benchmarks, ranking first of 19 on Sierra's τ³-Banking at 64.7%, and lists serverless pricing at $2.00 per million uncached input tokens, $0.20 cached input and $10.00 output.

    Why it matters: Useful for readers weighing a newly launched open model against named competitors on cost and benchmark placement.

  27. Codex Releases10

    0.168.0-alpha.3

    This page is a GitHub changelog entry titled "0.168.0-alpha.3," but the supplied material consists only of site navigation and product menu text (Platform, Copilot, Actions, Codespaces, Advanced Security, Pricing, and similar links). It contains no release notes or details about the version itself.

  28. vLLM Blog72

    Introducing Kinference: An Open Source Inference Control Plane for vLLM and Kubernetes

    Buoyant announced Kinference, an Apache v2 open source control plane for building inference platforms on vLLM and Kubernetes, offering token rate limiting, tenant usage and cost tracking, KV-cache-aware load balancing, and a YAML-based inference policy engine. The post reports benchmarks in which Kinference cut median time-to-first-token by 95% and median end-to-end latency by 45% versus standard Kubernetes load balancing on one workload, and served 7.4× the goodput on a shared-prefix workload and about 3.5× on multiturn. It also covers per-tenant inference metrics and Helm-based installation steps.

    Why it matters: It gives a concrete look at cache-aware routing and policy-driven model selection for self-hosted vLLM deployments, backed by published benchmarks.

  29. Hacker News AI40

    CodeRabbit – Automated review, triage, and security for AI-generated PRs

    CodeRabbit presents a platform for managing AI-generated pull requests, offering AI code reviews with customizable profiles, PR triage that scores and routes changes, a Change Stack for explaining large diffs, and continuous security monitoring that verifies and fixes findings in a PR. It also offers a Slack agent for planning, incident response, and triage.

  30. Databricks Blog60

    Introducing Apache Spark® 4.3 - Now available in Databricks Runtime 19

    Apache Spark 4.3 extends Real-Time Mode to stateful processing, adding streaming aggregation, dropDuplicates, and Scala/Java transformWithState, with three benchmarked stateful workloads reporting P99 end-to-end latency below 150 ms. The release also adds SCD Type 2 support to Auto CDC, Project Feather's opt-in shuffle-free single-task execution and Arrow-native caching, Spark Connect observability and JDBC improvements, and SQL features including JSON_TABLE, VARIANT transformations, ASOF JOIN, and a nanosecond timestamp preview. It also begins a quarterly feature-release cadence, moving from one release every six months to one every three months.

    Why it matters: Useful for readers tracking Spark's shift toward low-latency stateful streaming and its new quarterly release cadence.

  31. Hacker News AI74

    Show HN: BrowserForge – AI agents use your real browser, you approve the clicks

    BrowserForge is a local-first Firefox and Chrome extension plus MCP server that lets AI agents like Claude Code and OpenAI Codex work in your real browser session, with human approval required for consequential actions such as submits, sends, payments, passwords and uploads. It captures observed traffic and turns it into OpenAPI 3.1 specs and Python/TypeScript/JavaScript/PHP clients, and records agent actions as replayable flows exportable to Playwright, Selenium, Chrome DevTools Recorder or JSON. Everything runs on 127.0.0.1 with token-authenticated transports, secret redaction and page content treated as untrusted data; version 0.2.1 is published on the Chrome Web Store and Firefox Add-ons under the MIT license.

  33. Hacker News AI40

    Show HN: I built a hosting for small AI-generated software

    host0 is a hosting service that turns files or folders created by AI coding agents (Claude Code, Codex, Cursor and others) into shareable links, with apps private by default until shared. It offers sharing controls, a database declared in h0.json, analytics, and one-click rollback of deploys on the Pro plan. A free plan is available, with Pro at $9/mo for removing the badge, larger files and 30 days of version history.

  34. Hacker News AI20

    Show HN: Amigent – AI agent and remote desktop for Commodore Amiga over 50 KB/s

    Amigent connects a PC or Mac to a real Amiga over the home network, letting an AI agent such as Claude Code or Codex perform tasks like installing software and changing settings, or letting the user control the Amiga as a remote desktop with live screen, mouse and keyboard, file transfer and shared clipboard. It is tuned for slow hardware and networks, with a 7 MHz 68000 sending its whole screen in under a second and a click over a plipbox showing its result in a fraction of a second. It requires AmigaOS 2.04 or newer, any CPU from the 68000 on, a network connection and a TCP/IP stack, plus a PC or Mac with Python 3.10 or newer, and is MIT licensed.

  35. Hacker News AI65

    OpenRing – self-hosted voice AI agents with a Vapi-compatible API

    OpenRing is an MIT-licensed, self-hosted voice AI agent platform that runs on your own machine or server with your own provider keys and no platform fee, speaking the same JSON as Vapi so clients can migrate by changing the base URL. It runs each call as a Pipecat pipeline (speech-to-text, model, voice) and supports Vapi-style assistants, tools, webhooks, phone numbers, campaigns, knowledge bases, squads and SIP trunks, with a free local stack of Whisper, Ollama and Kokoro. It starts with `npx openring` on Node.js 18 or later, and calls, transcripts and keys stay on your server with no telemetry.