From Product Hunt

An agentic creative studio and a "search engine that builds you an app" led the day, alongside API-failure testing over MCP, a self-hosted AI memory layer, a mailbox-to-issue-tracker service desk, and a citation-grounded academic writing tool.

Miora — scale your creativity on an editable canvas with agent memory An agentic creative studio that turns a single brief into a full multimodal asset pack — image, video, UI/UX, 3D, and brand systems — on one editable canvas. Its differentiator is editable "agent memory" that learns your brand rules, style, and taboos over time, plus reusable Skills you can save and share. New accounts get 1,000 free credits.
▲ 576 · miora.design
JustVibe — the search engine for doing, with apps built for you A free "search engine for doing" that renders a fully functional interactive app for your query instead of blue links — search "plan my 5-day trip to Tokyo" and get a working trip planner. If a matching app doesn't exist, it builds a custom no-code one in minutes; every app is yours to keep, tweak by chat, and share via link. 100% free.
▲ 556 · justvibe.com
FetchSandbox — API integration testing that remembers what breaks A sandbox for testing what happens after the 200 OK — webhooks, retries, async workflows, state changes, and failure scenarios — for 60+ APIs (Stripe, GitHub, Clerk, Twilio, OpenAI) without burning real quota. It connects over MCP to Cursor, Claude Code, Windsurf, VS Code, and Codex (1,600+ MCP installs), ships a CLI and GitHub Action, and reproduces bugs deterministically so agents catch them before production.
▲ 408 · fetchsandbox.com
Second Brain for AI v2 — memory that connects the dots across every tool An MIT-licensed, self-hosted memory layer that gives Claude, ChatGPT, Cursor, and Codex one persistent store via MCP, deployed one-click into your own Cloudflare account (runs on the free tier). V2 adds a self-organizing knowledge graph with auto-linked memories, multi-hop recall, Notion sync, and canonical/draft/deprecated states so recency doesn't automatically override settled decisions. ~570 GitHub stars.
▲ 363 · github.com
ServiceBeard — sync your mailbox with your issue tracker An open-source, self-hosted service desk that turns a customer mailbox into an issue board, syncing emails over standard IMAP/SMTP into GitHub, GitLab, or Linear — so you skip per-seat helpdesk pricing and reuse your existing automation. The self-hosted version is fully featured with no limits, plus a free managed cloud version to try.
▲ 159 · servicebeard.app
Flowing — ground your academic writing in your own papers A native macOS/Windows writing tool that keeps your PDF research library in the loop — highlighting key terms, recalling relevant passages, and attaching "evidence cards" that link AI suggestions back to your actual sources to prevent citation fabrication. Free for keyword search; Pro $15/mo (5M tokens), Pro+ $45/mo (15M tokens).
▲ 28 · flowing.works
Layoutr — plan your room layout at true scale A browser-based floor-plan tool with two-click scale calibration that lets you drag true-sized furniture onto an uploaded plan, with optional AI vision that detects rooms and walls and furnishes the space from a description. Runs fully local, so plans never leave your device. Free core (no signup); Pro €4.99/mo, Lifetime €19.99.
▲ 19 · layoutr.app
From Reddit — AI & LLMs

Claude Fable cracked a string-theory problem that had stalled a leading physicist for months, while the local-model world buzzed over a 27B model squeezed onto an iPhone and Apple's rumored 1.5TB M7 Ultra — plus the first documented autonomous AI-agent ransomware.

PrismML shrinks Qwen 3.6-27B to run fully on an iPhone 17 Pro Caltech spinout PrismML (Khosla-backed, $16.25M seed) says it shrank Alibaba's Qwen 3.6-27B from ~54GB to under 4GB and ran it on an iPhone 17 Pro with all parameters active — handling complex chat, reasoning, autonomous agents, and coding. It uses "1-bit Bonsai" and "Ternary Bonsai" compression (up to 14x smaller, 8x faster) plus custom Apple Metal kernels. The model goes open-source (Apache 2.0) on Tuesday July 14; Apple has reportedly already met with the startup.
Moondream 3.1 — a 9B/2B-active MoE vision model with detect, point & caption A fast new vision-language model with a mixture-of-experts architecture (9B total, 2B active) delivering frontier-level visual reasoning at cheap, fast inference. Four native skills — query, detect, point, and caption — all return structured output, with a 32K context window. Available on Hugging Face and Cloudflare Workers AI, and small enough to run locally on-device via Moondream's Photon engine.
Apple's rumored M7 Ultra targets 1.5TB unified memory and Blackwell-class AI Per Gurman, Apple is designing the M7 Ultra (Mac Studio, expected ~2028) to support up to 1.5TB of unified memory — double the planned M5 Ultra and 3x the M3 Ultra's 512GB max — pushing AI performance toward Nvidia Blackwell class. That capacity could open the door to running trillion-parameter models locally on a Mac. Caveat: Gurman warns the global memory shortage may force Apple to ship less than the full config if supply doesn't ease.
JadePuffer — the first documented agentic AI ransomware operation Sysdig documented the first case of "agentic ransomware": an LLM agent that autonomously chained reconnaissance, credential theft, lateral movement, persistence, and destruction. It broke in via an unauthenticated Langflow RCE (CVE-2025-3248), and when a request returned in the wrong format it rewrote its own code and continued — going from failed login to working exploit in 31 seconds, running 600+ self-narrating payloads and encrypting 1,342 service configs. (TechCrunch notes a human still initiated and steered the campaign.)
Flint compresses reasoning traces 2-3x without losing accuracy An independent study fine-tuning Qwen3.5-4B and Gemma-4-12B on self-distilled, section-aware compressed chains-of-thought — keeping compute and verification spans, dropping filler and narration. The compressed models match or beat the originals using 2-3x fewer tokens. A striking finding: naive "flat" compression makes greedy decoding loop on 93% of GSM8K at temp 0 — the model hasn't forgotten anything, it just can't stop. Full study, models, and code released.
NYT says OpenAI faked inability to search training data, hid billions of logs In the New York Times copyright suit, new filings allege OpenAI long told the court it could not search its training data or logs for infringing material — but had reportedly run such searches before, and that billions of chat logs were deleted or rendered unsearchable. The dispute cuts to whether OpenAI misrepresented its technical capabilities in one of the highest-profile AI copyright cases.
From Reddit — GenAI & Media

Open-weight video and image tooling got practical: re-angling an existing shot with an LTX 2.3 LoRA, a full Krea 2 Turbo quant benchmark for local VRAM, a targeted outpainting LoRA, and a semantic-aware infinite-zoom workflow.

LTX 2.3 CrossView IC-LoRA — re-angle an existing video shot An open-weight in-context LoRA for LTX 2.3 (22B) that takes an input video and re-renders the same scene from a different camera angle while keeping subject identity intact. It ships with a ComfyUI example workflow; testers report the cross-view shift is clean even at this proof-of-concept stage and pairs well with the distilled model at 8-12 steps. A practical building block for previz and coverage from a single generated clip.
Which Krea 2 Turbo quant to run locally: INT8 ConvRot wins the tradeoff A controlled 150-image ComfyUI benchmark of every official Krea 2 Turbo checkpoint format (BF16, FP8 Scaled, INT8 ConvRot, MXFP8, NVFP4). BF16 is the fidelity reference at 24.5GiB, but INT8 ConvRot (12.6GiB) lands closest to it on perceptual and semantic metrics while roughly halving sampling time on an RTX 4060 Ti; NVFP4 shrinks to 7.15GiB at a real quality cost. A companion Blackwell run found INT4 ConvRot fastest at 2048px — concrete guidance for running the open-weight Krea 2 on consumer VRAM.
Anima Edit LoRA trained specifically for background outpainting A single-purpose edit LoRA for the Anima model that extends image backgrounds while preserving the original composition and characters, rather than restyling the whole frame. Built for outpainting workflows where you need to widen or reframe an existing asset without disturbing the subject — a targeted tool for adapting graphics to new aspect ratios.
A context-aware infinite zoom that keeps meaning, not just sharpness A free ComfyUI workflow (video walkthrough + files included) that fixes the classic infinite-zoom failure where deep crops dissolve into meaningless texture. Each crop is first described by a vision-language model that sees both the full image and the crop, so the detailer knows it's rendering an extreme close-up of an eagle's eye rather than a random brown circle. Testers report it runs on a 3080 and doubles as a semantic upscaler and detail-restoration tool for old photos.
LoRA Dataset Studio — one reference photo to a trained, ranked LoRA An open-source (MIT), self-hosted web UI that turns a single reference photo into a curated, captioned, trained LoRA end to end: generate variations, curate against a live composition meter, auto-caption, score face similarity, train via ai-toolkit, and rank checkpoints without leaving the page. It orchestrates ai-toolkit rather than replacing it, targeting the dataset-prep work where most character-LoRA quality is won.
From Reddit — Apps & Software

A newly-certified passkey-first SSO provider anchored a strong self-hosting day — running Windows apps as native windows on Linux, a personal Wayback Machine, a WebKit-based all-in-one app dock, and a self-hostable team chat.

Chorus — a native macOS all-in-one web-app dock (MIT) A native macOS alternative to Rambox/Franz that uses the system's built-in WebKit instead of bundling Chromium, so it stays light on memory. Each service (Gmail, Slack, Discord, Notion, ChatGPT) gets an isolated data store for multi-account logins, plus Spaces, unread badges, per-service hibernation, ad/tracker blocking, custom CSS, and dark mode. Free and open source.
Viaduct — run Chrome extensions in Safari A macOS app that converts Chrome extensions into native Safari Web Extensions, accepting .zip/.crx files or Chrome Web Store links and handling the signing automatically. Free for two conversions; a one-time $19 Pro unlocks unlimited conversions plus auto-resigning so extensions don't expire.
WinPodX — Windows apps as native windows on Linux An open-source tool that runs a self-hosted Windows guest (dockur/windows in rootless Podman, QEMU/KVM underneath) and projects individual Windows apps as standalone windows on your Linux desktop via FreeRDP RemoteApp — no full desktop, no alt-tabbing into a VM console. Each app gets its own launcher icon and taskbar entry, runs headless on the beefy box, and supports up to 25 parallel isolated RDP sessions.
ArchiveBox — a self-hosted Wayback Machine An open-source, self-hosted tool for archiving websites and online content into your own personal Wayback Machine. It saves pages in multiple formats (HTML, PDF, screenshots, media) and ingests single URLs, bookmarks, browser history, RSS feeds, or Pocket/Pinboard exports, with an official browser extension for one-click saving.
RetroMac — reskin macOS as Win98/XP, BeOS, or Mac OS 9 A native macOS app that reskins your desktop, dock, icons, cursor, wallpaper, and widgets into a chosen retro era — Windows 98/XP, BeOS, Mac OS 9 (platinum), System 6 (1-bit), Mac OS X, and Snow Leopard. Includes optional CRT/scanline shaders, Retina-aware icon scaling, and a fully reversible Restore, as part of a wider retro-computing project.
LiveArch — a live architecture diagram from your code A free, open-source CLI (npx livearch) that opens an interactive architecture diagram of any JS/TS, Python, Go, or Rust project in your browser and redraws it in under half a second every time you save. It reads real imports, routes, and Prisma models, so the edges are actual dependencies rather than guesses — and runs 100% locally.
Scrubbr — reveal and strip file metadata locally A free macOS utility that surfaces the hidden metadata your files carry — GPS location, author, camera serial, tracked changes — and strips it with one click. Runs entirely on-device, so nothing is uploaded. From the same dev behind Grabbr.
Chatto — open-source, self-hostable team chat A privacy-focused Slack/Discord/Teams alternative that just went open source: channel-based text rooms, file sharing, end-to-end-encrypted voice/video calls, screen sharing, and role-based permissions. Ships as a single executable (Linux x86_64/ARM64, macOS, Windows) with no separate database needed for basic installs, and Docker Compose supported. (Surfaced via selfh.st.)
From Twitter

On Twitter today, GPT-5.6 Sol's launch collided with Anthropic pulling Fable 5 off subscriptions, GLM-5.2 drove a "run a frontier model at home" frenzy, and Claude Code skills matured into a real — and attackable — ecosystem.