From Product Hunt

An almost entirely agent-shaped day: private open-model inference tuned for coding agents, email and a browser rebuilt for agents to operate, an MCP layer that hands your org's live context to every assistant, agent-native academic search over 236M papers, autonomous web-app testing, and an adaptive tutor that spins up a real cloud machine with Claude Code.

Paradigm — turn any goal into an adaptive learning path A tutor that builds whatever the moment calls for — a spoken conversation, a coding sandbox, even a full cloud desktop with a terminal and Claude Code — and remembers everything you've done with it. Every interaction is graded as it happens, so you walk away with proof of skill rather than a transcript. From Scott Fan, who some know from OpenClaw and ShellBench. Top product of the day.
▲ 515 · paradigm.study
Zro — private inference for coding agents A fast, OpenAI-compatible API for open-weight models with zero request retention and no training on your prompts, multi-region hosting, and optional on-prem deployment. The serving stack is tuned for coding agents and long-context workloads, aimed squarely at teams that want open models without giving up privacy or managing their own infrastructure.
▲ 417 · zro.moonmath.ai
Albato AI — build AI-driven workflows across 1,000+ apps A no-code automation platform where a Copilot builds workflows from a plain-language description and AI Agents interpret intent and execute multi-step tasks across connected apps with guardrails. Adds a flowchart Canvas mode, per-step testing with real data samples, and credential-free client connections by link. A Zapier/n8n rival leaning hard into agentic execution.
▲ 287 · albato.com
Nitrosend — full-stack email built for AI agents Point any agent at nitrosend.com/SKILL.md and it signs itself up, connects your domain, sorts billing, and sends — no dashboard. The standout is Agent Inboxes (beta): real addresses on your own domain, created by your agent, that send, receive, hold 1-1 customer conversations, and escalate to a human when it matters. From a founder with three prior email companies and 6B+ emails sent.
▲ 159 · nitrosend.com
Manta AI — an agent for autonomous web-app testing Point it at your web app and it explores, writes, and runs end-to-end tests on its own — driving the UI like a QA engineer rather than needing hand-authored scripts. A practical take on the agentic-testing space for teams that want coverage without maintaining a brittle Selenium/Playwright suite by hand.
▲ 144 · mantaai.co
In Parallel MCP — your org's context, available to every agent A shared organizational memory captured from every meeting — decisions, plan updates, signals — and exposed over MCP so Claude, Copilot, ChatGPT, and Cursor all draw from the same always-on, live business context instead of a stale export. MCP-native so it follows wherever your stack goes. Free for 20 days, unlimited workspaces.
▲ 125 · in-parallel.com
Cito — hybrid academic search over 236M papers, built for agents A search engine over the Semantic Scholar corpus (236M papers in the keyword index, 146M with SPECTER2 dense vectors) fused with RRF and reranked by a cross-encoder. Free web search with no signup, a plain JSON API, and a native MCP endpoint so agents like Claude Code can run deep literature research without upstream rate limits. Built because every academic API throttled the maker's agents to death.
▲ 109 · cito.fim.ai
Breadcromb — a browser that remembers everything and can act on anything A browser that keeps a persistent memory of what you've seen and done, then acts on it — surfacing the page you half-remember and carrying out multi-step tasks across sites on your behalf. A memory-plus-agent take on the browser, in the same territory as Rewind and the newer agentic browsers, but with the recall built into the address bar.
▲ 93 · breadcromb.com
From Reddit — AI & LLMs

Moonshot's Kimi K3 dominated the day — the largest open-weights model ever, benchmarking into frontier territory — while GPT-5.6 Sol Ultra drew fresh AI-in-math claims, an agent harness reportedly saturated ARC-AGI-3's public set, LM Studio shipped a local-first agentic app, and the local community pushed back on whether these giant "open" drops are actually runnable at home.

GPT-5.6 Sol Ultra reportedly closes a decades-old math problem in under an hour Fresh reporting that GPT-5.6 Sol Ultra produced a proof for a long-open problem in under an hour, following OpenAI's earlier Cycle Double Cover result. Part of a fast-accumulating run of AI-assisted proof claims this month; still preprint-stage and not yet peer-reviewed, so worth reading as a reported result rather than a settled one.
Schema — an agent harness that reportedly saturates ARC-AGI-3's public set Impossible Research's "Schema" makes an LLM reason like a physicist, reporting ~99% Relative Human Action Efficiency on the ARC-AGI-3 public set with Opus 4.8 + Fable 5, and 95.35% with GPT-5.6 Sol. Important caveat flagged by commenters and the ARC Prize team: these are self-reported public-set runs, not the held-out private eval, so it's not a generalization claim — but it's a notable data point on agentic reasoning scaffolds.
LM Studio ships Bionic — a local-first agentic app for open models A separate app that runs real work on open-weight models, switching between local inference and frontier open models via LM Studio Secure Cloud. It does agentic code search with codebase inspection and inline diffs, sandboxed work on PDFs/spreadsheets/presentations, and offline multilingual voice transcription via Mistral's Voxtral. Supports GLM 5.2 and Kimi K2.7 Code, with zero data retention and no training on your data.
A reality check: are giant "open-weight" drops even local anymore? A well-upvoted r/LocalLLaMA thread argues nobody's running a 700B+ MoE at home even at q1/q2, so models this large "might as well be closed" — with the counterpoint that the real win is a competitive inference market and viability for regulated industries.
From Reddit — GenAI & Media

A practical, pipeline-y day for local media: an official LoRA that adds synced sound design to silent AI video, a new open image editor going first-class in ComfyUI, a three-node tiling setup for FHD-plus generation and upscaling, and an abliterated text encoder for Krea 2.

JoyAI Image Edit — a 16B open editing model, now native in ComfyUI JD's open-source instruction-based image editor (16B MMDiT, in the Qwen Image / SD3 family, with a fine-tuned Qwen3-VL-8B text encoder) landed native ComfyUI support via an official Comfy-Org PR. An "Edit Plus" variant accepts up to six reference images and it reuses the Wan 2.1 VAE — a practical new option for product and asset editing.
Three ComfyUI nodes that replace a whole tiling subgraph Tile Split / Tile Select / Tile Merge collapse an entire tiling setup into three nodes for tiled generation and upscaling of high-res images and video. They auto-align tile sizes to Wan's multiple-of-16 requirement, preserve every frame per tile, and stitch with feathered overlap — one test produced 39 frames at 1920×1080 in ~325s. A clean way to make FHD-plus assets locally.
Abliterating the Qwen3-VL text encoder Krea 2 uses A drop-in ComfyUI encoder run through the Heretic tool to strip prompt refusals while keeping intelligence largely intact (GSM8K −1.83%, MMLU unchanged over 4,000 trials) — a solid method piece on measuring the quality tradeoff of abliterating a VLM text encoder.
From Reddit — Apps & Software

A strong native-Mac and self-hosted haul: a major open-source dictation release, an open-source spatial IDE that now has its own coding agent, a system-wide speed reader, smarter clipboard and window tools, a minimal Airflow alternative, a self-hosted phone voice keyboard, and a run of tidy one-time-purchase utilities.

VoiceInk 2.0 — open-source Mac dictation, big release The open-source, one-time-purchase Wispr/Superwhisper alternative shipped 2.0: Modes for per-app and per-task workflows, new AI providers and custom models, a conversational VoiceInk Assistant, productivity insights, and German/Simplified Chinese localization. GPL v3, fast, and reliable — a longtime community favorite that makes subscription dictation apps look overpriced.
Cate 1.5.0 — an open-source spatial IDE that now has its own agent An MIT-licensed IDE built around an infinite canvas: arrange editors, terminals, browsers, docs, and agents spatially instead of in tabs. 1.5.0 adds a native "Cate Agent" for agentic development inside the workspace, an extension system, and a full UI overhaul, on top of existing SSH support. macOS, Windows, and Linux; nearing 2,000 GitHub stars.
Speed Reader — a native, system-wide RSVP speed reader for the Mac Native (no Electron) RSVP reading that works everywhere, not just in the browser: handles PDF, EPUB, DOCX, Markdown, FB2, URL article extraction, and OCR for non-selectable text via the Vision framework, with ORP letter-alignment and a notch widget. Built by someone who reads 200 articles a week. $8.99 lifetime, free licenses for vision-related medical needs.
Pasly — clipboard history surfaced at the moment you press ⌘V A clipboard manager whose hook is showing recent clips inline the instant you paste, so you never leave your current app or open a separate window. Configurable floating paste panel and popup placement; one-time purchase. A neat rethink of where clipboard history should actually appear.
FastFlow — a minimal self-hosted alternative to Airflow For people who just want to run a few Python scripts without Airflow's Postgres+Redis+scheduler+webserver stack. A pipeline is just a folder with a main.py; git push and it syncs and runs, installing deps on the fly with uv and caching them. Each run in its own Docker container or Kubernetes job, with live logs, OAuth login, encrypted secrets, cron scheduling, and no telemetry. GPL-3.0.
Diction — self-host the speech-to-text behind your phone's voice keyboard A fully open-source gateway that routes your phone's voice keyboard through your own GPU and STT/LLM stack — your hardware, your data — instead of a cloud dictation service. Recently updated with new options; a clean fit for the privacy-first, self-hosted, local-AI crowd.
MDV — a clean Markdown viewer for the Mac, from the Itsycal dev "Preview, but for Markdown" from Mowglii: GitHub-flavored rendering, live file watcher, ToC sidebar, YAML/TOML front matter, Mermaid diagrams, search, print-to-PDF, a bundled Quick Look extension, and an mdv CLI. Free, macOS 13+.
AudioBo — turn a folder of MP3s into a chaptered M4B, no length cap A solo-dev tool that builds a single chaptered M4B with metadata and no length limit (handles 60-hour books as one file), unlike the usual Audiobook Builder. $9.99, no subscription.
PanicVault — a native KeePass-compatible password manager for Mac and iOS Everything lives in a single encrypted KeePass .kdbx4 file you own — no account, no server, no subscription. System AutoFill, passkeys, TOTP, optional iCloud/Google Drive sync with entry-level merging, and a browser extension. One-time universal purchase.
Iconize Folder v3.4 — Finder folder customization beyond the built-in options Custom text labels, any image as an icon overlay, and fine control over icon position, size, opacity, and rotation, plus export to .icns. v3.4 makes color/icon/text customization easier. One-time purchase.
Panelet — pin groups of app windows together as reusable panels Group two or more windows (editor + browser + terminal, or Claude + ChatGPT side by side) into a persistent "panel" that stays arranged together instead of scattering when you switch tasks — a workspace manager rather than a plain window tiler. Early but active, paid license option.
From Twitter

On Twitter today, Kimi K3 became the first open model claimed to beat Opus 4.8 across the board, the Codex-vs-Claude usage-limit war spilled into public with simultaneous resets, agent "skills" hardened into a real prompting and design-review methodology, fresh Windows and AnyDesk zero-days circulated, and Thinking Machines' Inkling met a colder second-day verdict against the Chinese open frontier.